{"id":"W2193163513","doi":"10.19030/cier.v1i4.1184","title":"Are 11 Weeks Weak? A Conversation With Instructors","year":2011,"lang":"en","type":"article","venue":"Contemporary Issues in Education Research (CIER)","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Reputation; Quarter (Canadian coin); Conversation; Public relations; Institution; Psychology; Medical education; Pedagogy; Sociology; Political science; Medicine","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":[0.02505726,0.0006459456,0.0009737937,0.0008611784,0.02387017,0.01609806,0.004320577,0.0191031,0.009582796],"category_scores_gemma":[0.04358482,0.0007629726,0.0009413796,0.001095557,0.01380837,0.02104843,0.007500383,0.04600097,0.002706852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00691643,"about_ca_system_score_gemma":0.009233876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525643,"about_ca_topic_score_gemma":0.0210162,"domain_scores_codex":[0.9856088,0.008572447,0.0004108681,0.001179238,0.002166662,0.002062011],"domain_scores_gemma":[0.9779831,0.01112351,0.0008931073,0.0006669484,0.002772263,0.006561007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004663277,0.0001470568,0.001589375,0.0001240008,0.00001433638,0.001194686,0.1002874,0.00007298702,0.0002952151,0.07640003,0.7860067,0.03382165],"study_design_scores_gemma":[0.00001469602,0.00005044703,0.0006218951,0.0004053527,0.000007236979,0.0003949081,0.108938,0.00009609662,0.00009802813,0.008399361,0.8809304,0.0000436903],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004204947,0.003032559,0.0007434792,0.9595553,0.01444081,0.00002271308,0.00002234988,0.00004560475,0.01793221],"genre_scores_gemma":[0.08079644,0.003849708,0.00148537,0.8628387,0.01090559,0.0001355274,0.00002931872,0.0002254433,0.0397338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02505726,"threshold_uncertainty_score":0.132517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2201781057302379,"score_gpt":0.3517829684664788,"score_spread":0.1316048627362409,"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."}}