{"id":"W7103588623","doi":"","title":"Page 221","year":2011,"lang":"","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":[0.0006285349,0.00142786,0.002130877,0.003439332,0.001908199,0.000769366,0.003076446,0.000434183,0.008462544],"category_scores_gemma":[0.0001093994,0.00214891,0.00131793,0.002967166,0.002240686,0.005841356,0.003088535,0.001075619,0.0135374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919933,"about_ca_system_score_gemma":0.0003411898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983214,"about_ca_topic_score_gemma":0.000235688,"domain_scores_codex":[0.9927161,0.0001609748,0.001384699,0.002902537,0.0002975851,0.002538063],"domain_scores_gemma":[0.9943079,0.0002912628,0.001626176,0.001998256,0.000409102,0.001367336],"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":[0.005555273,0.006985561,0.2325971,0.0007133492,0.009668225,0.01296625,0.06008017,0.0007142783,0.00002967785,0.2882771,0.3635966,0.01881637],"study_design_scores_gemma":[0.004236046,0.0005003999,0.01024098,0.0001284272,0.0002534873,0.0000213507,0.02090211,0.0003696289,0.00002955019,0.01040853,0.9501781,0.002731388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1612591,0.0007039131,0.006375803,0.0002320922,0.003996399,0.001071683,0.01467176,0.0004617565,0.8112274],"genre_scores_gemma":[0.4859743,0.003957988,0.0001538034,0.00008302609,0.00006280904,5.165218e-7,0.0001093205,0.0001084367,0.5095498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5865815,"threshold_uncertainty_score":0.9998471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202636199203907,"score_gpt":0.1694076548231107,"score_spread":0.1273812928310716,"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."}}