{"id":"W2044107536","doi":"10.1177/0734016808314555","title":"Book Review: Walker, J. T., & Madden, S. (2005). Statistics in Criminology and Criminal Justice: Analysis and Interpretation (2nd ed.). Sudbury, MA: Jones and Bartlett. pp. xi, 423","year":2008,"lang":"en","type":"article","venue":"Criminal Justice Review","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Criminology; Interpretation (philosophy); Criminal justice; Sociology; History; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00174109,0.0005305976,0.001633145,0.0003485864,0.0002649665,0.00006643785,0.000233565,0.0001802623,0.0009420912],"category_scores_gemma":[0.01334067,0.0004865081,0.0001124263,0.0003089435,0.0006105317,0.0002232162,0.0001911076,0.0004747178,0.00004376968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008846253,"about_ca_system_score_gemma":0.000175647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008363619,"about_ca_topic_score_gemma":0.00008456728,"domain_scores_codex":[0.9959514,0.0009238155,0.00134235,0.000788971,0.0003817776,0.000611704],"domain_scores_gemma":[0.9934839,0.004638039,0.0005772106,0.0005830289,0.000401048,0.0003167983],"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":[0.00008304684,0.0001798804,0.0001181465,0.2061081,0.0002355614,0.0001437431,0.002872445,0.000001138505,0.0000305769,0.007521187,0.7333889,0.04931721],"study_design_scores_gemma":[0.002089719,0.0006066991,0.01017582,0.03307242,0.2608627,0.004395007,0.007938054,0.001573123,0.00007613569,0.0102877,0.6659302,0.00299252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002568256,0.9082933,0.08643299,0.001096978,0.0004056178,0.0008179311,0.0001434278,0.00005660653,0.0001848799],"genre_scores_gemma":[0.0001987186,0.8530234,0.1366302,0.008571369,0.0000991596,0.00009843316,0.0001243237,0.00004022616,0.00121414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2606271,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1524564686682724,"score_gpt":0.4226280361790303,"score_spread":0.2701715675107579,"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."}}