{"id":"W2496203154","doi":"","title":"STUDENT ENGAGEMENT IN TIMES OF TURBULENT CHANGE","year":2003,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Political science; Politics; Multitude; Secondary education; Humanities; Psychology; Pedagogy; Sociology; Geography; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007424401,0.0001347665,0.000261568,0.0006842514,0.0008859405,0.00006193615,0.0005241501,0.00008706986,0.00064171],"category_scores_gemma":[0.001291082,0.0001316433,0.0001143337,0.001229519,0.0004143011,0.00062582,0.00001807934,0.000188016,0.00001554704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853264,"about_ca_system_score_gemma":0.001778399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399079,"about_ca_topic_score_gemma":0.0005880277,"domain_scores_codex":[0.9968268,0.001218508,0.0008238397,0.0002079422,0.000526075,0.0003968061],"domain_scores_gemma":[0.9976562,0.0002860554,0.000920677,0.0001861469,0.0006912694,0.0002597045],"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":[0.00001129693,0.001818768,0.06321469,0.0001499665,0.00003407939,0.000002881192,0.2170715,0.0004335869,0.0002787489,0.7023522,0.00481362,0.009818634],"study_design_scores_gemma":[0.0004064529,0.0003041368,0.04504899,0.0006152592,0.00004999298,0.0001825158,0.2266785,0.00002284088,0.00129961,0.02317818,0.7018611,0.000352454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874874,0.001158078,0.0000427653,0.00776103,0.003236517,0.0005268787,0.000009752913,0.00001459971,0.09976298],"genre_scores_gemma":[0.9918982,0.0007133838,0.00463393,0.0009650779,0.0003834084,0.00005230414,0.000001075574,0.00001058438,0.001342066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6970474,"threshold_uncertainty_score":0.7026274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.352856774141954,"score_gpt":0.4778343932296396,"score_spread":0.1249776190876855,"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."}}