{"id":"W7134514072","doi":"","title":"Page 021","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":[0.000620322,0.001420671,0.002129038,0.003365362,0.001897212,0.0007731199,0.003043852,0.0004338686,0.008568734],"category_scores_gemma":[0.0001312616,0.002143196,0.00118469,0.003552664,0.002225855,0.00580989,0.003088732,0.001071545,0.0133466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001911031,"about_ca_system_score_gemma":0.0003838081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354238,"about_ca_topic_score_gemma":0.0002548404,"domain_scores_codex":[0.9927276,0.0001617894,0.001380169,0.002904096,0.0002967934,0.002529585],"domain_scores_gemma":[0.9942147,0.0002876408,0.001619056,0.002000344,0.0005145128,0.001363819],"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":[0.006021615,0.007636388,0.212464,0.0007649318,0.01055868,0.01458857,0.06898595,0.0009219875,0.0000375518,0.2943749,0.3620078,0.02163756],"study_design_scores_gemma":[0.00423277,0.0004942453,0.00814151,0.0001298608,0.0002527579,0.00002200545,0.02140399,0.0004249419,0.00003446703,0.009232434,0.9528829,0.00274811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1626257,0.0007527457,0.006385247,0.0002321135,0.004008383,0.001061734,0.01465113,0.0004488662,0.8098341],"genre_scores_gemma":[0.4779322,0.003958911,0.0001607117,0.00008377159,0.00006354354,5.177752e-7,0.0001188569,0.0001099907,0.5175716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5908751,"threshold_uncertainty_score":0.9998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194605937340034,"score_gpt":0.1692271499745212,"score_spread":0.1272810906011209,"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."}}