{"id":"W2070257654","doi":"10.1177/10483713050180020105","title":"What's in a Grade?","year":2005,"lang":"en","type":"article","venue":"General Music Today","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"Psychology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004378603,0.00005665527,0.00006465875,0.00006796095,0.0001461323,0.00006160132,0.0001116967,0.00006793984,0.000653989],"category_scores_gemma":[0.0000333509,0.00005265829,0.00002266221,0.0002132594,0.00003880683,0.0006440682,0.00002584581,0.00009385865,0.0001128214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184479,"about_ca_system_score_gemma":0.0001143591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004133772,"about_ca_topic_score_gemma":0.006449298,"domain_scores_codex":[0.9991919,0.0001173177,0.0001220274,0.000133305,0.0002164229,0.0002189783],"domain_scores_gemma":[0.9998142,0.00002368041,0.0000287298,0.00006065781,0.00001940545,0.00005338982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001407287,0.0002224541,0.02361832,0.000004897066,0.000009816088,0.000006373205,0.1304271,0.00007444485,0.00255674,0.13488,0.069615,0.6385708],"study_design_scores_gemma":[0.0003387743,0.000005787248,0.1734469,0.00003550897,0.000001640683,2.140816e-7,0.003343692,0.00002480808,0.0002216878,0.005262186,0.8171675,0.000151303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505138,0.0001798588,0.00002919139,0.02440065,0.001315967,0.0001449318,2.606417e-7,0.00005181135,0.02336357],"genre_scores_gemma":[0.9626192,0.00009405163,0.0015198,0.001727565,0.000951254,0.0000182252,0.000006235381,0.000005276432,0.03305843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7475525,"threshold_uncertainty_score":0.7160721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05600736648798568,"score_gpt":0.3302005025778284,"score_spread":0.2741931360898427,"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."}}