{"id":"W4379740903","doi":"10.22329/celt.v14i1.7140","title":"Adapting the Motivated Strategies for Learning Questionnaire for a Writing and Communication Program","year":2023,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto; St. Michael's Hospital; University of Victoria","funders":"","keywords":"Psychology; Mathematics education; Scale (ratio); Context (archaeology); Adaptation (eye); Metacognition; Peer learning; Exploratory factor analysis; Set (abstract data type); Pedagogy; Psychometrics; Cognition; Computer science; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006685332,0.0003789054,0.0003893414,0.001660636,0.000574647,0.0007426073,0.0007167018,0.0004775144,0.003699259],"category_scores_gemma":[0.01797361,0.000238358,0.0006092727,0.0007709592,0.0003632604,0.0008028219,0.001144886,0.001092877,0.001104291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009426663,"about_ca_system_score_gemma":0.001758972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674214,"about_ca_topic_score_gemma":0.007671569,"domain_scores_codex":[0.9973242,0.0009297159,0.0005310528,0.0001294953,0.0009131825,0.0001722945],"domain_scores_gemma":[0.9877865,0.00563988,0.002043685,0.0008465361,0.00279287,0.0008904714],"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":[0.0004233961,0.005028598,0.4665718,0.0006460157,0.0001469061,0.0005752417,0.01175519,0.002161752,0.02110798,0.00220144,0.02285737,0.4665244],"study_design_scores_gemma":[0.0002099501,0.002447712,0.9138147,0.000125307,0.00003910094,0.0005556117,0.004600135,0.00394695,0.004720523,0.001689482,0.06771323,0.0001372605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9622543,0.0001378008,0.01589408,0.0006332719,0.000122617,0.00931706,0.003017788,0.0002736443,0.008349493],"genre_scores_gemma":[0.8378289,0.0004839296,0.1080344,0.0008629396,0.0001023033,0.03003942,0.00545876,0.0001580087,0.0170314],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006685332,"threshold_uncertainty_score":0.03535581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768164870902627,"score_gpt":0.2987598621580599,"score_spread":0.2510782134490337,"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."}}