{"id":"W1497495617","doi":"10.29173/mruer116","title":"The relationship between student engagement, teacher proficiency, and technology","year":2014,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Bachelor; Mathematics education; Psychology; Student engagement; Pedagogy; Teacher education; Political science","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":[0.004259163,0.0001084672,0.0003814401,0.00141714,0.0004240571,0.002087588,0.0003808603,0.0004097125,0.00323029],"category_scores_gemma":[0.04736703,0.0001180911,0.000272521,0.001487443,0.0005456112,0.001034648,0.001369014,0.0007257091,0.0003260311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466241,"about_ca_system_score_gemma":0.00110608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150027,"about_ca_topic_score_gemma":0.002328708,"domain_scores_codex":[0.9949498,0.002490408,0.0005189948,0.0003604082,0.001326419,0.0003539833],"domain_scores_gemma":[0.9470837,0.03113135,0.01282718,0.0009209001,0.005867467,0.002169467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001330029,0.0002504744,0.9501753,0.0004102614,0.0001476358,0.000323659,0.005601283,0.0001176439,0.0003212137,0.0007466564,0.0004366348,0.04133622],"study_design_scores_gemma":[0.000008855496,0.0004152123,0.9847422,0.0002929672,0.00006460147,0.000440474,0.009563544,0.0001676167,0.0002450891,0.0004536479,0.003595636,0.00001003991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985485,0.004480436,0.0006942648,0.0007622513,0.00002727965,0.00004099928,0.00008396355,0.000008308682,0.008417587],"genre_scores_gemma":[0.9975945,0.001387715,0.000159411,0.00004578571,0.00001354394,0.00002662032,0.00004143003,0.000002296215,0.0007286692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004259163,"threshold_uncertainty_score":0.02252489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04603012289258536,"score_gpt":0.390322211522654,"score_spread":0.3442920886300687,"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."}}