{"id":"W7103305258","doi":"","title":"Page 031","year":2011,"lang":"","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Period (music); Register (sociolinguistics); Quarter (Canadian coin)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003611435,0.001946631,0.002075009,0.002874913,0.001720078,0.0004483709,0.002595603,0.0004921846,0.002454304],"category_scores_gemma":[0.00008688327,0.002446025,0.001618827,0.003862388,0.001930612,0.005240496,0.003180597,0.002208809,0.0009888286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640932,"about_ca_system_score_gemma":0.001090693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004443626,"about_ca_topic_score_gemma":0.0004335731,"domain_scores_codex":[0.9914862,0.0005649811,0.001110998,0.002399488,0.001406941,0.00303139],"domain_scores_gemma":[0.9923157,0.0004973887,0.0009565481,0.002559362,0.0008289151,0.002842087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0548548,0.02371495,0.2992715,0.002467997,0.01554278,0.2855433,0.05052255,0.0002918503,0.00255197,0.03454062,0.1184397,0.112258],"study_design_scores_gemma":[0.01532064,0.004024128,0.02681728,0.000908383,0.002824052,0.0004121648,0.02898232,0.0002775215,0.0006468869,0.002558422,0.9128192,0.004409002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7405638,0.0007721836,0.008207892,0.00117418,0.001563285,0.002294427,0.004382817,0.001042522,0.2399989],"genre_scores_gemma":[0.9286434,0.003415177,0.0001840561,0.0004931335,0.0001555124,6.398154e-7,0.000429751,0.0002220802,0.06645627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7943795,"threshold_uncertainty_score":0.999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548838225010089,"score_gpt":0.1958867772882191,"score_spread":0.1703983950381182,"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."}}