{"id":"W6894162378","doi":"10.5683/sp2/lttw7q","title":"James","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Mental illness; Unit (ring theory); Personality; Health care; Work (physics); Borderline personality disorder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007149606,0.001254479,0.0009717636,0.002700569,0.00129413,0.002243474,0.001485847,0.001738705,0.1291992],"category_scores_gemma":[0.008312924,0.0004458412,0.001103066,0.002119647,0.0002461085,0.001378116,0.001959825,0.001304628,0.09352024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008543118,"about_ca_system_score_gemma":0.0015767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02675297,"about_ca_topic_score_gemma":0.05988594,"domain_scores_codex":[0.9992742,0.0001222215,0.00009329076,0.0002703467,0.0001317593,0.0001081991],"domain_scores_gemma":[0.9980405,0.0006369546,0.0002402594,0.0003686151,0.0004354292,0.0002783318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001792592,0.00001966336,0.004278777,0.0008734091,0.00003889038,0.00007755548,0.0000458926,0.0001315755,0.0001013052,0.0004535919,0.982756,0.01104394],"study_design_scores_gemma":[0.0001239793,0.00002214431,0.01155428,0.0006427529,0.0000546617,0.0003175708,0.0001468788,0.000314773,0.0002691541,0.001103312,0.9854198,0.00003071412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007285606,0.0003834165,0.0001933283,0.0003710277,0.0001882941,0.00004050337,0.9923797,0.000498542,0.005216637],"genre_scores_gemma":[0.002478839,0.0003233427,0.0006494837,0.0003792211,0.00006299357,0.0001103867,0.991288,0.0001222002,0.00458554],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1291992,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120191390610821,"score_gpt":0.2798859279874679,"score_spread":0.2586840140813597,"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."}}