{"id":"W2751465902","doi":"","title":"A Survey of Grading Procedures in Applied Clarinet at American and Canadian Colleges and Universities.","year":2001,"lang":"en","type":"article","venue":"CSU ePress (Columbus State University)","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Pedagogy; Mathematics education; Sociology; Psychology; Engineering; Civil engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03541764,0.0003113167,0.0005291041,0.008679292,0.004484841,0.002894199,0.002116458,0.0008292174,0.004599777],"category_scores_gemma":[0.1094699,0.0003597215,0.0004019295,0.01148535,0.001753331,0.001188847,0.001636517,0.0009743961,0.001356059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02577582,"about_ca_system_score_gemma":0.0401811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4892763,"about_ca_topic_score_gemma":0.719202,"domain_scores_codex":[0.948049,0.008627598,0.00334019,0.001975752,0.0349054,0.003101998],"domain_scores_gemma":[0.8337643,0.03206998,0.01668437,0.004130155,0.09936982,0.01398128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004704286,0.0005318283,0.3503453,0.00111784,0.00007641254,0.0001128381,0.02691135,0.0003039967,0.003389374,0.002975847,0.09068637,0.5230785],"study_design_scores_gemma":[0.00001838567,0.0002196357,0.8807675,0.0005801601,0.00002315789,0.0001027845,0.01949418,0.0004609498,0.001046873,0.0002607187,0.09694406,0.00008146372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890291,0.009321799,0.006341607,0.007490683,0.0007391505,0.0023078,0.004883712,0.0006964072,0.07792782],"genre_scores_gemma":[0.9625822,0.00425996,0.006750908,0.001521629,0.00008095509,0.0004282734,0.002616947,0.0002001082,0.02155916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5107237,"threshold_uncertainty_score":0.9728569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962974681163584,"score_gpt":0.1956134960731205,"score_spread":0.1659837492614847,"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."}}