{"id":"W7093776642","doi":"","title":"Page 018","year":2011,"lang":"","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Voice and Speech Disorders","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":[0.0004396023,0.002075265,0.00228242,0.003855492,0.00178316,0.0004345227,0.002861927,0.0007387355,0.002215399],"category_scores_gemma":[0.0001829409,0.002670962,0.001635813,0.004941371,0.002533022,0.005547669,0.002337526,0.002297926,0.001669751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992428,"about_ca_system_score_gemma":0.00153273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489915,"about_ca_topic_score_gemma":0.0007117071,"domain_scores_codex":[0.9906327,0.0005644918,0.001174163,0.002652694,0.001545451,0.003430496],"domain_scores_gemma":[0.9918157,0.000496553,0.001034956,0.002674686,0.001164848,0.00281327],"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":[0.04308679,0.02510943,0.3621676,0.003058224,0.01775865,0.1617579,0.0827793,0.0003928436,0.001847052,0.03280475,0.1121238,0.1571137],"study_design_scores_gemma":[0.01650541,0.003702093,0.02920999,0.0009537936,0.002674617,0.0002056416,0.05953903,0.0002964729,0.0005530777,0.005208838,0.8763652,0.004785773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6083949,0.000684389,0.01127997,0.0009177472,0.001331801,0.002472393,0.002827856,0.001249363,0.3708416],"genre_scores_gemma":[0.8568084,0.005429633,0.0002129909,0.0003070759,0.0001183527,6.126352e-7,0.0003397563,0.0002515564,0.1365317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7642415,"threshold_uncertainty_score":0.9995164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585355103846519,"score_gpt":0.1998447406949193,"score_spread":0.173991189656454,"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."}}