{"id":"W7134721468","doi":"","title":"Page 235","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":[0.000630009,0.001429608,0.00212902,0.003454648,0.001916314,0.0007632346,0.003099592,0.0004346723,0.008153129],"category_scores_gemma":[0.0001097329,0.002152258,0.001314723,0.002958833,0.002252914,0.005852528,0.003085158,0.001080559,0.01380285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929985,"about_ca_system_score_gemma":0.0003394105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960137,"about_ca_topic_score_gemma":0.0002682141,"domain_scores_codex":[0.9927036,0.0001597724,0.001388322,0.002905097,0.000298188,0.002545065],"domain_scores_gemma":[0.9943037,0.0002889657,0.001631014,0.001999345,0.0004066277,0.00137033],"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":[0.005812863,0.007039297,0.2046265,0.0007130083,0.009755734,0.01292652,0.06007749,0.0007242376,0.00003336965,0.2954381,0.3836349,0.01921805],"study_design_scores_gemma":[0.004232269,0.0005064151,0.0084004,0.0001262184,0.0002524861,0.00002123899,0.02067465,0.0003676482,0.00003260619,0.01063366,0.9520148,0.00273758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1502688,0.0007100486,0.006346521,0.0002298415,0.003958421,0.001069749,0.01465684,0.0004697052,0.8222901],"genre_scores_gemma":[0.4726189,0.003775214,0.0001522211,0.00008313469,0.00006209339,5.153825e-7,0.0001081562,0.0001087198,0.523091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.56838,"threshold_uncertainty_score":0.9998454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203946134342081,"score_gpt":0.1693817954537677,"score_spread":0.1273423341103469,"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."}}