{"id":"W7006858716","doi":"","title":"What Should Regulators Do About Pilot Depression?","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Medical and Agricultural Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; German; Mental health; Notice; Aviation; Punitive damages","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03577245,0.001124258,0.002060666,0.00202004,0.00748113,0.01678138,0.00558181,0.04711507,0.009106996],"category_scores_gemma":[0.138549,0.000805431,0.002002772,0.002084257,0.01328809,0.02656547,0.004170209,0.03240538,0.003655608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00715202,"about_ca_system_score_gemma":0.03076531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02815282,"about_ca_topic_score_gemma":0.02738509,"domain_scores_codex":[0.9719855,0.01334344,0.002283412,0.002283486,0.007009877,0.003094277],"domain_scores_gemma":[0.8600518,0.07287309,0.009670886,0.004232028,0.03953125,0.01364096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001493288,0.0001968785,0.002462341,0.001688004,0.0001017877,0.0005299163,0.002845217,0.000151195,0.0002687166,0.03845935,0.876886,0.07626133],"study_design_scores_gemma":[0.000275179,0.0002086306,0.004109717,0.007673435,0.0001325109,0.0003565016,0.007690402,0.0002594841,0.0002974183,0.04555096,0.9332303,0.0002155078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004394769,0.0176193,0.0001923156,0.9698591,0.009023284,0.00002165286,0.00005137919,0.00004312038,0.002750369],"genre_scores_gemma":[0.01187271,0.0248263,0.0006759309,0.9520077,0.007869248,0.0001449867,0.00007758892,0.00004365671,0.002481907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04711507,"threshold_uncertainty_score":0.189185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04308169513231801,"score_gpt":0.3327214505409826,"score_spread":0.2896397554086645,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}