{"id":"W4252202370","doi":"10.7591/9781501742750-001","title":"Preface","year":2019,"lang":"en","type":"book-chapter","venue":"Cornell University Press eBooks","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0009403286,0.0006334888,0.0005036209,0.00197798,0.002106081,0.002506894,0.001145397,0.0009286215,0.394741],"category_scores_gemma":[0.004637021,0.0002150322,0.0003230088,0.001524346,0.0006655792,0.002317478,0.001406695,0.002505258,0.1812062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411956,"about_ca_system_score_gemma":0.001177726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002855432,"about_ca_topic_score_gemma":0.003960765,"domain_scores_codex":[0.9995628,0.00007985024,0.00002763941,0.00006755991,0.000227966,0.00003422255],"domain_scores_gemma":[0.9979368,0.0005500861,0.00007039638,0.0002046657,0.0009700005,0.0002680034],"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":[0.00001309238,0.00001552488,0.00006842064,0.00007466148,7.988899e-7,0.00003932625,0.0002317682,0.00003612735,0.000112695,0.01619017,0.9396319,0.04358554],"study_design_scores_gemma":[0.000001094346,0.000005331296,0.0001066612,0.00004872486,3.796636e-7,0.00004484158,0.00007913299,0.00001127033,0.00002699412,0.001684331,0.9979899,0.000001344306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008246123,0.00483044,0.005040852,0.012948,0.04262792,0.0003415351,0.003665263,0.00064501,0.9290764],"genre_scores_gemma":[0.003128646,0.002363091,0.002618032,0.002248821,0.005332336,0.0001568129,0.002457858,0.0003315459,0.9813629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.394741,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06997711207731458,"score_gpt":0.2508999028020283,"score_spread":0.1809227907247138,"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."}}