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  1. test_5.jsonl +140 -0
  2. train_5.jsonl +0 -0
  3. val_5.jsonl +140 -0
test_5.jsonl ADDED
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1
+ {"statement": "Learning about compound interest helped me see how to grow my savings.", "recommendation": "MAKE MATH RELEVANT"}
2
+ {"statement": "Empathy makes the math classroom feel human.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
3
+ {"statement": "When I feel judged in math class, I try to focus on my own growth.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
4
+ {"statement": "I trust myself to solve problems even if they look hard.", "recommendation": "ELEVATE STUDENT AGENCY"}
5
+ {"statement": "It’s not about how fast I get it, but that I keep trying.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
6
+ {"statement": "I review lessons with my tutor when I feel unsure.", "recommendation": "ENCOURAGE HELP-SEEKING"}
7
+ {"statement": "I feel more capable when I ask questions.", "recommendation": "ENCOURAGE HELP-SEEKING"}
8
+ {"statement": "I like finding my own way to solve math problems.", "recommendation": "ELEVATE STUDENT AGENCY"}
9
+ {"statement": "When I feel judged in class, I try to remind myself I’m here to learn, not be perfect.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
10
+ {"statement": "I think more deeply when I get to explore different approaches.", "recommendation": "ELEVATE STUDENT AGENCY"}
11
+ {"statement": "I learn by following my curiosity.", "recommendation": "ELEVATE STUDENT AGENCY"}
12
+ {"statement": "I like being the one to figure out what works for me.", "recommendation": "ELEVATE STUDENT AGENCY"}
13
+ {"statement": "Math is a skill I’ll carry with me wherever I go.", "recommendation": "MAKE MATH RELEVANT"}
14
+ {"statement": "Planning a trip takes math — figuring time, cost, and distance.", "recommendation": "MAKE MATH RELEVANT"}
15
+ {"statement": "Math skills help me in designing apps and software.", "recommendation": "MAKE MATH RELEVANT"}
16
+ {"statement": "I use my voice to guide my learning.", "recommendation": "ELEVATE STUDENT AGENCY"}
17
+ {"statement": "Each error is a step toward mastering math skills.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
18
+ {"statement": "I make a list of what confuses me, then ask my teacher about it.", "recommendation": "ENCOURAGE HELP-SEEKING"}
19
+ {"statement": "Algebra makes more sense when I apply it to things I care about.", "recommendation": "MAKE MATH RELEVANT"}
20
+ {"statement": "Challenges in math are opportunities to develop persistence and skill.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
21
+ {"statement": "It’s better to ask a question than stay lost.", "recommendation": "ENCOURAGE HELP-SEEKING"}
22
+ {"statement": "I enjoy solving problems in a way that makes sense to me.", "recommendation": "ELEVATE STUDENT AGENCY"}
23
+ {"statement": "If math feels hard, it means I’m tackling tough problems.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
24
+ {"statement": "Math can be stressful, but I’m starting to trust myself more each day.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
25
+ {"statement": "Not everyone starts from the same place, and that should be recognized.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
26
+ {"statement": "It’s okay to feel nervous when solving problems on the board—that takes courage.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
27
+ {"statement": "Recognizing our outside challenges makes me feel seen in class.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
28
+ {"statement": "I remind myself that mistakes don’t define my abilities.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
29
+ {"statement": "Being overwhelmed doesn’t mean I don’t want to learn.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
30
+ {"statement": "I’m proud of my unique way of thinking.", "recommendation": "ELEVATE STUDENT AGENCY"}
31
+ {"statement": "I want teachers to show empathy when we struggle to keep up.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
32
+ {"statement": "I used to think asking for help made me look weak, but now I know it’s a strength.", "recommendation": "ENCOURAGE HELP-SEEKING"}
33
+ {"statement": "Struggling in math is a sign I’m developing new skills.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
34
+ {"statement": "Difficulty doesn’t mean failure — it means I’m on the path to understanding.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
35
+ {"statement": "It’s normal to panic a little when I see a tough question—I take it one line at a time.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
36
+ {"statement": "Owning my mistakes has made me a better learner.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
37
+ {"statement": "I used to feel embarrassed when I didn’t get the right answer, but now I know that’s part of growing.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
38
+ {"statement": "The more I engage with math, the more confident I feel.", "recommendation": "ELEVATE STUDENT AGENCY"}
39
+ {"statement": "It feels good when teachers notice the hard stuff we’re dealing with.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
40
+ {"statement": "I’m proud to ask for assistance when I need it.", "recommendation": "ENCOURAGE HELP-SEEKING"}
41
+ {"statement": "Math skills give me confidence in my academic abilities.", "recommendation": "MAKE MATH RELEVANT"}
42
+ {"statement": "It’s helpful to work with others when math is confusing.", "recommendation": "ENCOURAGE HELP-SEEKING"}
43
+ {"statement": "I’m not discouraged by mistakes because they help me grow.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
44
+ {"statement": "Being nervous doesn’t mean I’m not capable.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
45
+ {"statement": "I like having space to think and try things on my own.", "recommendation": "ELEVATE STUDENT AGENCY"}
46
+ {"statement": "Learning from mistakes makes math more meaningful.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
47
+ {"statement": "When I explain my thinking, I understand the math better.", "recommendation": "ELEVATE STUDENT AGENCY"}
48
+ {"statement": "I’m building confidence in my math decisions.", "recommendation": "ELEVATE STUDENT AGENCY"}
49
+ {"statement": "Sometimes I skip class because I have to work to support my family.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
50
+ {"statement": "I feel confident when I ask for math support.", "recommendation": "ENCOURAGE HELP-SEEKING"}
51
+ {"statement": "It’s okay to ask for help; it’s part of being a strong learner.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
52
+ {"statement": "It’s easier to stay motivated when I know help is available.", "recommendation": "ENCOURAGE HELP-SEEKING"}
53
+ {"statement": "I raise my hand more often now because I know it helps me understand.", "recommendation": "ENCOURAGE HELP-SEEKING"}
54
+ {"statement": "When teachers understand our challenges, it helps us learn better.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
55
+ {"statement": "Mistakes remind me that I’m challenging myself.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
56
+ {"statement": "When I feel like I don’t belong in math class, I remind myself that everyone struggles.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
57
+ {"statement": "Struggle can be reframed as an important learning tool.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
58
+ {"statement": "Struggling means I’m exploring new ideas and stretching my abilities.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
59
+ {"statement": "The challenges I face in math help me build confidence over time.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
60
+ {"statement": "Being stuck doesn’t mean I’m not smart — it means I’m learning.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
61
+ {"statement": "Study hall is where I go to ask questions I didn’t get to ask in class.", "recommendation": "ENCOURAGE HELP-SEEKING"}
62
+ {"statement": "When I feel like math is too hard, I remind myself that all learning takes effort.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
63
+ {"statement": "I accept my feelings and keep moving forward.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
64
+ {"statement": "I embrace mistakes as part of becoming better at math.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
65
+ {"statement": "Learning math helps me feel in control of my future.", "recommendation": "MAKE MATH RELEVANT"}
66
+ {"statement": "I learn more when I make connections that matter to me.", "recommendation": "ELEVATE STUDENT AGENCY"}
67
+ {"statement": "I used to be scared of mistakes, but now I see them as opportunities.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
68
+ {"statement": "It’s okay to struggle; it means I’m trying my best.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
69
+ {"statement": "I’m learning that needing support doesn’t mean I’m not smart.", "recommendation": "ENCOURAGE HELP-SEEKING"}
70
+ {"statement": "The most helpful math lessons came from my biggest errors.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
71
+ {"statement": "I focus on learning from mistakes instead of fearing them.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
72
+ {"statement": "My study buddy and I help each other when we’re confused.", "recommendation": "ENCOURAGE HELP-SEEKING"}
73
+ {"statement": "I feel proud when I fix a mistake on my own.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
74
+ {"statement": "I take notes on what I don’t get and go back to ask later.", "recommendation": "ENCOURAGE HELP-SEEKING"}
75
+ {"statement": "Getting help early prevents small gaps from becoming big struggles.", "recommendation": "ENCOURAGE HELP-SEEKING"}
76
+ {"statement": "It’s okay to take longer — it just means I’m thinking carefully.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
77
+ {"statement": "My challenges in math help me build stronger skills for the future.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
78
+ {"statement": "There’s no shame in asking — it shows courage.", "recommendation": "ENCOURAGE HELP-SEEKING"}
79
+ {"statement": "I’m developing my own way of understanding these math ideas.", "recommendation": "ELEVATE STUDENT AGENCY"}
80
+ {"statement": "My math struggles are part of my success journey.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
81
+ {"statement": "I look for patterns in my mistakes so I don’t repeat them.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
82
+ {"statement": "Every time I struggle, I build resilience.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
83
+ {"statement": "Learning math teaches me how to think logically and make smart decisions.", "recommendation": "MAKE MATH RELEVANT"}
84
+ {"statement": "My family encourages me to speak up when I need help in math.", "recommendation": "ENCOURAGE HELP-SEEKING"}
85
+ {"statement": "I like to try my ideas and see what happens.", "recommendation": "ELEVATE STUDENT AGENCY"}
86
+ {"statement": "I want to be a doctor, and I know math is important for that path.", "recommendation": "MAKE MATH RELEVANT"}
87
+ {"statement": "Feeling anxious doesn’t mean I can’t succeed.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
88
+ {"statement": "Mistakes help me grow as a learner every day.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
89
+ {"statement": "Help-seeking shows I’m trying my best.", "recommendation": "ENCOURAGE HELP-SEEKING"}
90
+ {"statement": "I feel more connected to math when I can bring in my own perspective.", "recommendation": "ELEVATE STUDENT AGENCY"}
91
+ {"statement": "Mistakes show me what I don’t know yet.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
92
+ {"statement": "It’s okay to feel confused sometimes; it means I’m learning.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
93
+ {"statement": "I use math concepts when planning future careers.", "recommendation": "MAKE MATH RELEVANT"}
94
+ {"statement": "Each error I make helps me grow and adjust my thinking.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
95
+ {"statement": "Understanding math helps me make smarter decisions with money.", "recommendation": "MAKE MATH RELEVANT"}
96
+ {"statement": "When math is hard, it just means I’m building new skills.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
97
+ {"statement": "Math feels disconnected from my reality.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
98
+ {"statement": "Understanding math is important for success in college.", "recommendation": "MAKE MATH RELEVANT"}
99
+ {"statement": "Getting help shows I’m serious about learning, not lazy.", "recommendation": "ENCOURAGE HELP-SEEKING"}
100
+ {"statement": "Math lets me understand how businesses succeed or fail.", "recommendation": "MAKE MATH RELEVANT"}
101
+ {"statement": "I’m more confident now that I don’t feel alone in learning math.", "recommendation": "ENCOURAGE HELP-SEEKING"}
102
+ {"statement": "I appreciate it when teachers ask how we’re really doing.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
103
+ {"statement": "Looking at what I got wrong helps me figure out what I missed.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
104
+ {"statement": "Learning math helps me develop critical thinking skills.", "recommendation": "MAKE MATH RELEVANT"}
105
+ {"statement": "I’m learning to recognize and manage my math anxiety.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
106
+ {"statement": "Feeling unsure doesn’t mean I’m not smart—it means I’m working through it.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
107
+ {"statement": "I sometimes miss class for reasons I can’t control.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
108
+ {"statement": "I learn more from the mistakes I make in math than when I get it right the first time.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
109
+ {"statement": "When I struggle, I’m learning important lessons.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
110
+ {"statement": "I stay motivated because I know mistakes are expected in math.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
111
+ {"statement": "When my teacher helps me understand my mistake, I feel supported.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
112
+ {"statement": "Sometimes I need a break because math feels emotionally draining.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
113
+ {"statement": "I feel supported when I know help is available if I need it.", "recommendation": "ENCOURAGE HELP-SEEKING"}
114
+ {"statement": "I appreciate support from teachers and parents.", "recommendation": "ENCOURAGE HELP-SEEKING"}
115
+ {"statement": "I realized that every career I’ve considered uses math.", "recommendation": "MAKE MATH RELEVANT"}
116
+ {"statement": "School is one part of my life — but there’s a lot more happening.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
117
+ {"statement": "Recognizing my emotions has helped me grow as a math learner.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
118
+ {"statement": "When I ask for help, it shows I’m ready to grow.", "recommendation": "ENCOURAGE HELP-SEEKING"}
119
+ {"statement": "When something is hard, it means my brain is growing.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
120
+ {"statement": "I used to think struggling meant I wasn’t good enough, but now I know it’s normal.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
121
+ {"statement": "Everyone faces challenges; struggle is part of getting better at math.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
122
+ {"statement": "Understanding math prepares me for financial independence.", "recommendation": "MAKE MATH RELEVANT"}
123
+ {"statement": "Math helps me track my fitness goals and progress.", "recommendation": "MAKE MATH RELEVANT"}
124
+ {"statement": "When I feel frustrated, I know it’s part of learning.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
125
+ {"statement": "Asking questions during class helps me understand the topic better.", "recommendation": "ENCOURAGE HELP-SEEKING"}
126
+ {"statement": "Making mistakes is a natural part of learning math.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
127
+ {"statement": "Struggling shows I’m motivated to improve.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
128
+ {"statement": "I feel proud when I advocate for myself in math class.", "recommendation": "ENCOURAGE HELP-SEEKING"}
129
+ {"statement": "I used to think struggling meant I wasn't smart enough.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
130
+ {"statement": "When I’m tired and math feels impossible, I take a break and come back stronger.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
131
+ {"statement": "When I struggle, I’m developing resilience.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
132
+ {"statement": "Learning math improves my problem-solving skills.", "recommendation": "MAKE MATH RELEVANT"}
133
+ {"statement": "I appreciate when school policies take our home lives into account.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
134
+ {"statement": "I learn better when I connect math to my own experiences.", "recommendation": "ELEVATE STUDENT AGENCY"}
135
+ {"statement": "I get frustrated when I make mistakes, but I’m learning from them.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
136
+ {"statement": "Math skills are important for understanding scientific research.", "recommendation": "MAKE MATH RELEVANT"}
137
+ {"statement": "When I reflect on my learning, I feel more confident in math.", "recommendation": "ELEVATE STUDENT AGENCY"}
138
+ {"statement": "When I speak up about what I need, I get the support that helps me grow.", "recommendation": "ENCOURAGE HELP-SEEKING"}
139
+ {"statement": "Mistakes in math are part of the path to understanding.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
140
+ {"statement": "Understanding our realities helps teachers know how to support us better.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
train_5.jsonl ADDED
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val_5.jsonl ADDED
@@ -0,0 +1,140 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"statement": "My effort and choices shape my learning experience.", "recommendation": "ELEVATE STUDENT AGENCY"}
2
+ {"statement": "Even small mistakes help me grow as a thinker.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
3
+ {"statement": "I am proud of the strategies I develop through trial and error.", "recommendation": "ELEVATE STUDENT AGENCY"}
4
+ {"statement": "I actively participate in shaping my learning goals.", "recommendation": "ELEVATE STUDENT AGENCY"}
5
+ {"statement": "Struggle encourages me to ask for help and improve.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
6
+ {"statement": "Some of us face real-life struggles that make school feel less important.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
7
+ {"statement": "I feel proud when I figure something out by myself.", "recommendation": "ELEVATE STUDENT AGENCY"}
8
+ {"statement": "I feel supported when I ask questions about math.", "recommendation": "ENCOURAGE HELP-SEEKING"}
9
+ {"statement": "Mistakes help me explore different math strategies.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
10
+ {"statement": "Sometimes I feel lost in math, but that feeling usually means I’m about to understand something new.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
11
+ {"statement": "Math knowledge supports my interest in engineering fields.", "recommendation": "MAKE MATH RELEVANT"}
12
+ {"statement": "Even musicians use math to understand rhythm and timing.", "recommendation": "MAKE MATH RELEVANT"}
13
+ {"statement": "I learn more when I get help quickly.", "recommendation": "ENCOURAGE HELP-SEEKING"}
14
+ {"statement": "Struggle teaches me how to overcome obstacles.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
15
+ {"statement": "I’m figuring out what learning strategies work best for me.", "recommendation": "ELEVATE STUDENT AGENCY"}
16
+ {"statement": "When I learn math, I feel more prepared to navigate life on my own.", "recommendation": "MAKE MATH RELEVANT"}
17
+ {"statement": "Math knowledge supports my dreams of working in space exploration.", "recommendation": "MAKE MATH RELEVANT"}
18
+ {"statement": "I wish math felt more connected to what I see in my community.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
19
+ {"statement": "I like figuring out different ways to solve a problem.", "recommendation": "ELEVATE STUDENT AGENCY"}
20
+ {"statement": "I ask for help to improve my math confidence.", "recommendation": "ENCOURAGE HELP-SEEKING"}
21
+ {"statement": "I’m not afraid to say 'I need help' anymore.", "recommendation": "ENCOURAGE HELP-SEEKING"}
22
+ {"statement": "Mistakes guide me to focus on specific math concepts I need to improve.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
23
+ {"statement": "I’m learning to see my feelings as part of the math journey.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
24
+ {"statement": "Feeling stuck in math means I’m in the middle of learning—not failing.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
25
+ {"statement": "Working through my mistakes makes me stronger.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
26
+ {"statement": "I value mistakes as part of learning math.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
27
+ {"statement": "Feeling frustrated with math doesn’t mean I’m not capable.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
28
+ {"statement": "It’s my responsibility to ask questions when I’m confused.", "recommendation": "ELEVATE STUDENT AGENCY"}
29
+ {"statement": "Budgeting my time and energy takes planning — and math helps with that.", "recommendation": "MAKE MATH RELEVANT"}
30
+ {"statement": "Seeing how others fix their math mistakes gives me ideas too.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
31
+ {"statement": "I use mistakes to guide my next steps in learning.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
32
+ {"statement": "Math skills are important for careers in architecture.", "recommendation": "MAKE MATH RELEVANT"}
33
+ {"statement": "I can struggle and still be a math person.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
34
+ {"statement": "Teachers and parents want me to ask for help.", "recommendation": "ENCOURAGE HELP-SEEKING"}
35
+ {"statement": "I used to stay quiet, but now I speak up when I need help with math.", "recommendation": "ENCOURAGE HELP-SEEKING"}
36
+ {"statement": "I realized math is part of designing clothes and managing fashion brands.", "recommendation": "MAKE MATH RELEVANT"}
37
+ {"statement": "My ideas matter when solving math problems.", "recommendation": "ELEVATE STUDENT AGENCY"}
38
+ {"statement": "Math helps me solve everyday challenges, like building furniture.", "recommendation": "MAKE MATH RELEVANT"}
39
+ {"statement": "It’s hard to think about math when other things feel more urgent.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
40
+ {"statement": "Sometimes I struggle, but it doesn’t mean I should give up.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
41
+ {"statement": "Finding a problem difficult means I’m growing, not that I’m not capable.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
42
+ {"statement": "I use my voice to explain how I solved it.", "recommendation": "ELEVATE STUDENT AGENCY"}
43
+ {"statement": "I give myself permission to mess up and keep learning.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
44
+ {"statement": "My growth in math comes from working through what I didn’t understand.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
45
+ {"statement": "I’m capable even if I find math difficult.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
46
+ {"statement": "Mistakes in math are stepping stones to understanding.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
47
+ {"statement": "Grades shouldn’t punish students for their circumstances.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
48
+ {"statement": "Struggle is a natural part of learning, not a sign of not being good enough.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
49
+ {"statement": "Math helps me understand weather patterns and forecasts.", "recommendation": "MAKE MATH RELEVANT"}
50
+ {"statement": "Sometimes feelings get in the way, but I push through.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
51
+ {"statement": "I gain confidence when I lead my own learning path.", "recommendation": "ELEVATE STUDENT AGENCY"}
52
+ {"statement": "Sometimes I’m dealing with personal issues that make learning hard.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
53
+ {"statement": "Struggle is a sign of progress, not of failure or lack of ability.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
54
+ {"statement": "I’m learning that emotions don’t hold me back from success.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
55
+ {"statement": "Acknowledging my feelings helps me face math challenges.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
56
+ {"statement": "Math helps me understand the world, like when I read the news or see graphs.", "recommendation": "MAKE MATH RELEVANT"}
57
+ {"statement": "Some days I just feel overwhelmed by everything I have to manage.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
58
+ {"statement": "I want to be an engineer, so I know math will be a big part of my future.", "recommendation": "MAKE MATH RELEVANT"}
59
+ {"statement": "I use math in my side hustle to keep track of profits and expenses.", "recommendation": "MAKE MATH RELEVANT"}
60
+ {"statement": "I raise my hand when I’m confused, and I always feel better afterward.", "recommendation": "ENCOURAGE HELP-SEEKING"}
61
+ {"statement": "When I raise my hand, I feel brave — and proud.", "recommendation": "ENCOURAGE HELP-SEEKING"}
62
+ {"statement": "Every time I work through difficulty, I grow more confident in math.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
63
+ {"statement": "When math is hard, I remind myself that my feelings are valid.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
64
+ {"statement": "I see struggle as a path to mastery.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
65
+ {"statement": "Knowing statistics helps me make sense of the news.", "recommendation": "MAKE MATH RELEVANT"}
66
+ {"statement": "Being able to experiment makes learning more meaningful.", "recommendation": "ELEVATE STUDENT AGENCY"}
67
+ {"statement": "Now I write down my questions as I do homework to ask later.", "recommendation": "ENCOURAGE HELP-SEEKING"}
68
+ {"statement": "The hard moments are where the most growth happens.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
69
+ {"statement": "I find math useful when analyzing graphs and charts.", "recommendation": "MAKE MATH RELEVANT"}
70
+ {"statement": "It’s not easy to keep up when I’m helping support my family.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
71
+ {"statement": "Help-seeking is part of being a successful student.", "recommendation": "ENCOURAGE HELP-SEEKING"}
72
+ {"statement": "I see math in everyday tools like GPS and smartphones.", "recommendation": "MAKE MATH RELEVANT"}
73
+ {"statement": "I choose the method that makes the most sense to me.", "recommendation": "ELEVATE STUDENT AGENCY"}
74
+ {"statement": "Struggling is part of getting better.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
75
+ {"statement": "Asking for help shows I’m serious about improving.", "recommendation": "ENCOURAGE HELP-SEEKING"}
76
+ {"statement": "Struggle helps me identify where I need support.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
77
+ {"statement": "I’ve felt ashamed about not getting math quickly, but now I know that’s normal.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
78
+ {"statement": "I remind myself that feeling frustrated means I’m learning.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
79
+ {"statement": "I find meaning in math when I relate it to my life.", "recommendation": "ELEVATE STUDENT AGENCY"}
80
+ {"statement": "It’s okay to struggle — that’s how I know I’m growing as a learner.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
81
+ {"statement": "Feeling disappointed after a bad test motivates me to study harder.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
82
+ {"statement": "There’s strength in showing up, even when things are hard.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
83
+ {"statement": "Feeling unsure in math is something every student goes through.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
84
+ {"statement": "I use math when building things, like measuring and estimating.", "recommendation": "MAKE MATH RELEVANT"}
85
+ {"statement": "I like when teachers show how math connects to the real world.", "recommendation": "MAKE MATH RELEVANT"}
86
+ {"statement": "Errors help me find new paths to solve problems.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
87
+ {"statement": "When math is taught with empathy, I feel more seen.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
88
+ {"statement": "I keep track of the things I want to ask so I don’t forget.", "recommendation": "ENCOURAGE HELP-SEEKING"}
89
+ {"statement": "When I fix a mistake on my own, it boosts my confidence.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
90
+ {"statement": "Struggling just means I haven’t found the right strategy yet.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
91
+ {"statement": "Sometimes I need someone to see past the surface.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
92
+ {"statement": "I’m learning to accept that emotions come with challenging subjects like math.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
93
+ {"statement": "I use math concepts when working with computers and coding.", "recommendation": "MAKE MATH RELEVANT"}
94
+ {"statement": "It’s okay to feel discouraged sometimes—math takes persistence.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
95
+ {"statement": "I feel empowered when I make choices in how I approach math.", "recommendation": "ELEVATE STUDENT AGENCY"}
96
+ {"statement": "It’s tough learning online when my internet is unreliable.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
97
+ {"statement": "I feel empowered when I’m in control of my learning.", "recommendation": "ELEVATE STUDENT AGENCY"}
98
+ {"statement": "Understanding our lives outside of school makes teachers more relatable.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
99
+ {"statement": "I’m learning to see frustration as a sign of progress.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
100
+ {"statement": "Working through tough spots shows me how far I’ve come.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
101
+ {"statement": "Help-seeking helps me understand math concepts.", "recommendation": "ENCOURAGE HELP-SEEKING"}
102
+ {"statement": "It helps when math assignments are flexible enough to account for life events.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
103
+ {"statement": "Sometimes I get angry at math, but I know that frustration can help me grow.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
104
+ {"statement": "Mistakes help me find gaps in my understanding.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
105
+ {"statement": "I enjoy being the one to find the answer, not just being told.", "recommendation": "ELEVATE STUDENT AGENCY"}
106
+ {"statement": "Asking for help used to feel scary — now it feels like a strength.", "recommendation": "ENCOURAGE HELP-SEEKING"}
107
+ {"statement": "Struggling doesn’t mean I can’t do it — it means I’m on the path to doing it.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
108
+ {"statement": "I gain confidence by seeking help when needed.", "recommendation": "ENCOURAGE HELP-SEEKING"}
109
+ {"statement": "I reflect on mistakes to better understand math ideas.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
110
+ {"statement": "I know I bring unique strengths to math learning.", "recommendation": "ELEVATE STUDENT AGENCY"}
111
+ {"statement": "It’s okay to have big feelings about small problems.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
112
+ {"statement": "My parents help me practice math at home when I ask.", "recommendation": "ENCOURAGE HELP-SEEKING"}
113
+ {"statement": "My learning matters more when I’m part of shaping it.", "recommendation": "ELEVATE STUDENT AGENCY"}
114
+ {"statement": "Even when math makes me nervous, I still show up and try.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
115
+ {"statement": "Teachers who understand the pressure we’re under help me feel safe in the classroom.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
116
+ {"statement": "Missing class doesn’t mean I’m not trying.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
117
+ {"statement": "I’m learning to ask for help without hesitation.", "recommendation": "ENCOURAGE HELP-SEEKING"}
118
+ {"statement": "Struggle means I’m putting in effort, not that I’m failing.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
119
+ {"statement": "My thinking process is just as important as the answer.", "recommendation": "ELEVATE STUDENT AGENCY"}
120
+ {"statement": "I see math in the games I play and the strategies I use.", "recommendation": "MAKE MATH RELEVANT"}
121
+ {"statement": "Math is behind the apps and technology I use every day.", "recommendation": "MAKE MATH RELEVANT"}
122
+ {"statement": "I feel valued when my thinking is part of the discussion.", "recommendation": "ELEVATE STUDENT AGENCY"}
123
+ {"statement": "Seeing math in everyday life makes it feel more useful.", "recommendation": "MAKE MATH RELEVANT"}
124
+ {"statement": "I feel respected when my ideas are taken seriously.", "recommendation": "ELEVATE STUDENT AGENCY"}
125
+ {"statement": "I'm learning to trust my problem-solving instincts.", "recommendation": "ELEVATE STUDENT AGENCY"}
126
+ {"statement": "Sometimes I feel like I’ll never get it—but I know that’s not true.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
127
+ {"statement": "I appreciate when my math teacher praises effort, not just accuracy.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
128
+ {"statement": "Mistakes give me a chance to try new problem-solving strategies.", "recommendation": "AFFIRM THE VALUE OF MISTAKES"}
129
+ {"statement": "I’m comfortable reaching out to teachers for help.", "recommendation": "ENCOURAGE HELP-SEEKING"}
130
+ {"statement": "It’s normal to feel nervous before presenting a math solution.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
131
+ {"statement": "I like setting goals for myself in math and tracking my progress.", "recommendation": "ELEVATE STUDENT AGENCY"}
132
+ {"statement": "Struggle means I’m actively learning and growing.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
133
+ {"statement": "I used to feel embarrassed about asking questions in math class.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
134
+ {"statement": "Struggling means I’m engaging deeply with math.", "recommendation": "REFRAME STRUGGLE AND CAPABILITY"}
135
+ {"statement": "Even when math is hard, I know my feelings won’t last forever.", "recommendation": "ACKNOWLEDGE EMOTIONS IN MATH LEARNING"}
136
+ {"statement": "Explaining my process helps me feel confident.", "recommendation": "ELEVATE STUDENT AGENCY"}
137
+ {"statement": "I’m not embarrassed to ask questions about math.", "recommendation": "ENCOURAGE HELP-SEEKING"}
138
+ {"statement": "Math is important for understanding how the economy works.", "recommendation": "MAKE MATH RELEVANT"}
139
+ {"statement": "Being seen beyond my role as a student motivates me.", "recommendation": "ACKNOWLEDGE REAL-WORLD CONTEXT"}
140
+ {"statement": "My teacher encourages us to work in groups so we can support one another.", "recommendation": "ENCOURAGE HELP-SEEKING"}