{"id":"W4248373514","doi":"10.1080/00207411.2018.1552504","title":"BOOK REVIEW","year":2019,"lang":"en","type":"article","venue":"International Journal of Mental Health","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009671611,0.00009171669,0.0002616949,0.0001560071,0.00002332155,0.00001942464,0.0004795706,0.00001681212,0.006647213],"category_scores_gemma":[0.00002812355,0.00007640244,0.0001495217,0.00007108701,0.00001844875,0.000398096,0.00005382834,0.0002096117,0.003918934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008531075,"about_ca_system_score_gemma":0.0003120277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001537425,"about_ca_topic_score_gemma":0.000001887423,"domain_scores_codex":[0.9978081,0.0001023644,0.0007244063,0.00009137656,0.001111081,0.000162701],"domain_scores_gemma":[0.9984906,0.00002903336,0.0009157567,0.00009841074,0.0003010962,0.0001650625],"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":[0.0001110918,0.0001207813,0.001012417,0.0001093059,0.00008547615,0.0000158157,0.00008841117,0.000003249921,0.0003261495,0.0001742163,0.9916689,0.006284195],"study_design_scores_gemma":[0.001052649,0.0002708118,0.001308,0.004077696,0.000004864615,0.001014481,0.0000289441,0.00001715404,0.000162506,0.00003914132,0.991958,0.00006580591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01724969,0.8557597,0.00004161664,0.1130539,0.006728681,0.0006135512,0.0001507753,0.0000305348,0.006371543],"genre_scores_gemma":[0.1240255,0.3159711,0.001707211,0.542035,0.001627287,0.000004931981,0.0001090105,0.0001368323,0.01438313],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5397886,"threshold_uncertainty_score":0.9968566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805129375275298,"score_gpt":0.3996390321299271,"score_spread":0.3815877383771741,"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."}}