{"id":"W4243743852","doi":"10.1300/j009v26n02_07","title":"BOOK REVIEWS","year":2004,"lang":"en","type":"article","venue":"Social Work With Groups","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Sociology; Psychoanalysis","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":[],"category_scores_codex":[0.0003316479,0.0002143958,0.0003453642,0.00004770678,0.0004960179,0.00004788564,0.0002057986,0.00009748402,0.0006781518],"category_scores_gemma":[0.0000341603,0.0001705228,0.0001241675,0.001245012,0.0001931492,0.0001958252,0.00003937808,0.000254124,0.0195659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923644,"about_ca_system_score_gemma":0.00006516244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001234236,"about_ca_topic_score_gemma":0.0000387121,"domain_scores_codex":[0.9986234,0.00009269519,0.0002379863,0.000287625,0.0003142724,0.000444033],"domain_scores_gemma":[0.9994484,0.00001487014,0.0001619979,0.0002284801,0.00004494152,0.0001013695],"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":[0.0003899174,0.0003053994,0.003390681,0.00005884951,0.0001158022,0.00007623999,0.007823693,0.00002927328,0.0002552238,0.03164192,0.9475842,0.00832886],"study_design_scores_gemma":[0.001153081,0.00006493437,0.007261049,0.0001403365,0.00005675954,0.000004900696,0.0001080407,7.703341e-8,0.00005682902,0.002381656,0.9884363,0.0003360379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3116203,0.2442028,0.005190692,0.04151012,0.00250308,0.01062723,0.0001263455,0.005964289,0.3782552],"genre_scores_gemma":[0.9496533,0.0005120228,0.006603257,0.01480051,0.004469153,0.0005393458,0.0000993685,0.0006643187,0.02265871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.638033,"threshold_uncertainty_score":0.9811975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179983290457753,"score_gpt":0.2603365489641348,"score_spread":0.2423382199183595,"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."}}