{"id":"W2542916949","doi":"10.1177/0038038503037001400","title":"Book Reviews","year":2003,"lang":"en","type":"article","venue":"Sociology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Sociology; Epistemology; Philosophy","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":[0.000554143,0.00007293693,0.000196007,0.0000217448,0.00005002474,0.000002091771,0.00007637592,0.0001058293,0.005371153],"category_scores_gemma":[0.0004249277,0.00006184085,0.00006913691,0.00004074622,0.0002565336,0.00003107029,0.00001040964,0.0001267969,0.07617304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004674281,"about_ca_system_score_gemma":0.00002881137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001779845,"about_ca_topic_score_gemma":0.000001112583,"domain_scores_codex":[0.9988498,0.0006005813,0.0001416313,0.0001470162,0.00002920338,0.0002317365],"domain_scores_gemma":[0.9996283,0.00005516804,0.00005983009,0.0002033932,0.00001566039,0.00003765821],"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":[0.000001571779,0.00001240981,0.001596633,0.000003859901,0.00000773495,0.000002232137,0.0004481606,2.262698e-7,0.002697369,0.05320781,0.9418941,0.0001278656],"study_design_scores_gemma":[0.0001383217,0.00002193125,0.00029843,0.000001969086,0.000007005679,0.000008784884,0.00002720835,6.340305e-7,0.0001536701,0.008307456,0.9909664,0.00006819091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06082234,0.5142044,0.0001408275,0.001181493,0.0009642848,0.0007054643,0.00001354649,0.0003637255,0.4216039],"genre_scores_gemma":[0.6358749,0.0151907,0.007745709,0.1527605,0.00117778,0.0006704897,0.0001115331,0.0004838104,0.1859845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5750526,"threshold_uncertainty_score":0.9955381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036103596374369,"score_gpt":0.3417873216304076,"score_spread":0.291426285666664,"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."}}