{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007602883,0.000787119,0.0008267321,0.003085996,0.001318532,0.003683484,0.001247318,0.002261182,0.3706736],"category_scores_gemma":[0.004823199,0.000360044,0.000530482,0.00235846,0.0006687568,0.002064369,0.001465741,0.002649489,0.3220812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462285,"about_ca_system_score_gemma":0.002705476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00457113,"about_ca_topic_score_gemma":0.01393482,"domain_scores_codex":[0.9992511,0.00007949433,0.00002128721,0.00006598777,0.0005164837,0.00006561884],"domain_scores_gemma":[0.9969388,0.000543597,0.0001225194,0.0001908935,0.001621226,0.0005829059],"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":[0.00000383583,0.000006680206,0.00001886511,0.000040558,8.646383e-7,0.00001881349,0.000005211076,0.00001490268,0.00002384188,0.0006236428,0.9713895,0.02785329],"study_design_scores_gemma":[0.00000211518,0.000003789965,0.00006456543,0.0000673362,0.000001196284,0.00004619888,0.00001218049,0.00001016272,0.00001614679,0.0003623456,0.9994123,0.000001719141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004318998,0.07211547,0.001282846,0.04736058,0.1181249,0.0001997317,0.0008440496,0.0006826654,0.7589579],"genre_scores_gemma":[0.0008500417,0.01367997,0.0003042995,0.006625324,0.01158272,0.00004139453,0.0002845673,0.0001271905,0.9665045],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3706736,"threshold_uncertainty_score":0.8976577,"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."}}