{"id":"W2096348393","doi":"10.1177/1048371311398285","title":"Constructivist Perspectives for Developing and Implementing Lesson Plans in General Music","year":2011,"lang":"en","type":"article","venue":"General Music Today","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Constructivist teaching methods; Pedagogy; Active learning (machine learning); Mathematics education; Unit (ring theory); Constructivism (international relations); Teaching method; Psychology; Computer science; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001848782,0.000191662,0.0002139436,0.0001879842,0.0004157076,0.0001563784,0.0001242986,0.00003982301,0.001736965],"category_scores_gemma":[0.00002019121,0.0001799691,0.00005280093,0.00005088424,0.0002391147,0.000282996,0.00008036495,0.00009069002,0.00001210699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008730808,"about_ca_system_score_gemma":0.00009967025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398391,"about_ca_topic_score_gemma":0.009700205,"domain_scores_codex":[0.9987867,0.00004086601,0.0002821324,0.000376727,0.0001109792,0.0004025335],"domain_scores_gemma":[0.9995331,0.00004003933,0.000115707,0.00014659,0.0001103052,0.00005426846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001452835,0.0000357397,0.001406335,0.00002600539,0.00003178203,0.000003119118,0.2541188,6.581578e-7,0.0003190406,0.7353383,0.004824743,0.003880992],"study_design_scores_gemma":[0.00362521,0.0002107014,0.03544226,0.0001779882,0.0001089833,0.00002996787,0.2287387,0.0003448509,0.002455005,0.04299599,0.6842784,0.001592028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548315,0.0001026654,0.0001663533,0.0002409907,0.001410934,0.0003489643,0.00007036132,0.00005204596,0.04277615],"genre_scores_gemma":[0.9871585,0.000009221026,0.006860198,0.0005717953,0.001543239,0.00009360121,0.00003216019,0.00002776697,0.003703493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6923423,"threshold_uncertainty_score":0.9991756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241348980699511,"score_gpt":0.2682217534802787,"score_spread":0.1440868554103276,"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."}}