{"id":"W4240219922","doi":"10.1300/j009v27n02_12","title":"BOOK REVIEWS","year":2005,"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","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":["insufficient_payload"],"category_scores_codex":[0.0005503593,0.001024368,0.0009513298,0.0032032,0.001072593,0.003379872,0.001309244,0.001693726,0.4564529],"category_scores_gemma":[0.002198947,0.0003781316,0.000540557,0.003562453,0.0005434044,0.001990521,0.001355523,0.001803134,0.424169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218178,"about_ca_system_score_gemma":0.001925449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034582,"about_ca_topic_score_gemma":0.00992192,"domain_scores_codex":[0.9994405,0.00005494079,0.00001489588,0.00006335978,0.0003803723,0.00004587043],"domain_scores_gemma":[0.9989809,0.0001927221,0.00005450407,0.0000988569,0.0004441258,0.0002288324],"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":[0.000008875056,0.00001835648,0.00002760687,0.0001457765,0.000001850254,0.00001703173,0.00001548692,0.00003311857,0.0001073901,0.001357926,0.8979447,0.1003219],"study_design_scores_gemma":[0.000002378064,0.000004831679,0.00006447524,0.00008287404,0.000001504333,0.00002507014,0.00001183414,0.000009172931,0.00002384979,0.0003854618,0.9993869,0.000001659895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003725563,0.08286759,0.00108863,0.008250297,0.01977082,0.0001329552,0.0008408619,0.0005658375,0.8861104],"genre_scores_gemma":[0.0005437897,0.0156757,0.0003355198,0.001952371,0.002005954,0.00003620899,0.0003812215,0.0001106562,0.9789585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.543547,"threshold_uncertainty_score":0.7753039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803301385585528,"score_gpt":0.2652525676141915,"score_spread":0.2472195537583363,"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."}}