{"id":"W7097100943","doi":"","title":"How Alcoholism May Lead to Suicide By Ernest Shulman, Ph.D.","year":2014,"lang":"en","type":"article","venue":"","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resentment; Alienation; Government (linguistics); Set (abstract data type); Falling (accident); Inquest","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":[0.0008296821,0.0003784394,0.0003514252,0.0005850886,0.001217242,0.001036655,0.0004672247,0.001330815,0.005284584],"category_scores_gemma":[0.00351394,0.000221474,0.0003647777,0.0001614888,0.0004525026,0.0008928278,0.0006458178,0.003856719,0.002565217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340218,"about_ca_system_score_gemma":0.001568951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009292257,"about_ca_topic_score_gemma":0.02608858,"domain_scores_codex":[0.9997098,0.00008996551,0.00001969465,0.00004633783,0.00009382852,0.000040459],"domain_scores_gemma":[0.9991308,0.0001841742,0.00006402856,0.00001775661,0.0002646313,0.0003386216],"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":[0.00006556647,0.0003106916,0.01384171,0.0001991087,0.00003801579,0.001221658,0.001027022,0.00006975323,0.0002285834,0.002019397,0.8514635,0.1295151],"study_design_scores_gemma":[0.0001308442,0.0005176965,0.04923452,0.002431101,0.0001733815,0.01358948,0.004645829,0.0006847822,0.0006322078,0.007821671,0.9200752,0.00006330057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01447251,0.1183387,0.0003962393,0.8043887,0.02465881,0.00008910029,0.0001469642,0.0001331068,0.03737583],"genre_scores_gemma":[0.1623486,0.3566158,0.001613745,0.2959687,0.02362661,0.000265686,0.0002956826,0.0001527177,0.1591125],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009292257,"threshold_uncertainty_score":0.01847631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04253769178283584,"score_gpt":0.3236465321649384,"score_spread":0.2811088403821026,"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."}}