{"id":"W7135983717","doi":"","title":"Likelihood ratio","year":2005,"lang":"en","type":"book-chapter","venue":"Research Portal (King's College London)","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002943416,0.0007499122,0.001282715,0.0006176787,0.0005335365,0.0001241837,0.0007641002,0.0008156796,0.005758985],"category_scores_gemma":[0.002402941,0.0007081438,0.0004127913,0.0002062847,0.00053017,0.0002496845,0.0005379068,0.002696227,0.0006256072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715209,"about_ca_system_score_gemma":0.000801235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002542397,"about_ca_topic_score_gemma":0.0003336258,"domain_scores_codex":[0.9931924,0.0002696985,0.001213898,0.00120577,0.002583929,0.001534316],"domain_scores_gemma":[0.9928798,0.003710931,0.0003880287,0.001290553,0.001010983,0.0007196898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008732924,0.000105752,0.000001588482,0.0002720613,0.0001493825,0.001119915,0.00006118519,0.000003066938,0.00005583173,0.944566,0.03187277,0.02170515],"study_design_scores_gemma":[0.0005618187,0.0002360611,0.000002214096,0.0004483057,0.00006302312,0.0000637312,0.00005218778,0.0003782941,0.0001036001,0.7359454,0.2615657,0.000579662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002545853,0.001005648,0.06599393,0.0004717433,0.0002986791,0.001934535,0.001279424,0.0002138037,0.9287768],"genre_scores_gemma":[0.002779448,0.000845328,0.2010628,0.0001451661,0.001502406,0.0001844114,0.000104826,0.0003692616,0.7930063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2296929,"threshold_uncertainty_score":0.9996046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643914805027763,"score_gpt":0.4499078665708984,"score_spread":0.2855163860681221,"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."}}