{ "model_type": "multitask_deberta_v3", "backbone": "microsoft/deberta-v3-base", "max_length": 256, "heads": [ "binary", "interview_gate", "interview_type", "offer_gate", "declined_gate", "application_gate", "final_status" ], "output_mapping": { "requires_user_action": "binary head output (0=FALSE, 1=TRUE)", "raw_status": "hierarchical decode from all heads" }, "hierarchy": [ "1. interview_gate: ALL -> INTERVIEW_RELATED vs NON_INTERVIEW", "2. interview_type: INTERVIEW_RELATED -> INTERVIEW_INVITE vs INTERVIEW_CONFIRMED", "3. offer_gate: NON_INTERVIEW -> JOB_OFFER_RECEIVED vs NON_OFFER", "4. declined_gate: NON_OFFER -> DECLINED vs NOT_DECLINED", "5. application_gate: NOT_DECLINED -> APPLICATION_SUBMITTED vs NOT_APPLICATION_SUBMITTED", "6. final_status: NOT_APPLICATION_SUBMITTED -> REVIEW_IN_PROGRESS vs NEXT_STEP" ] }