{"id":"W1597901101","doi":"10.22329/celt.v2i0.3208","title":"14. Using Interteaching to Enhance Student Engagement and Learning","year":2009,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Student engagement; Mathematics education; Psychology; Teaching method; Empirical research; Peer evaluation; Pedagogy; Empirical evidence; Higher education; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004520418,0.0001814753,0.0002084407,0.0002852782,0.005006176,0.0005549689,0.0001482322,0.0000892511,0.00002498222],"category_scores_gemma":[0.007020879,0.0001934726,0.00002899033,0.0002705895,0.00006092164,0.0003522685,0.0000820796,0.002103792,0.000006653097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552079,"about_ca_system_score_gemma":0.00008936124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005324056,"about_ca_topic_score_gemma":0.00007792549,"domain_scores_codex":[0.9949847,0.003524002,0.0002287098,0.0004763551,0.0003886515,0.0003976019],"domain_scores_gemma":[0.9984619,0.0009865087,0.0001854912,0.000100192,0.00007954595,0.0001863411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009515851,0.0002536368,0.03089087,0.00001557961,0.00006062032,0.000007611311,0.389119,0.00412827,0.009021718,0.009748274,0.0001198958,0.5565394],"study_design_scores_gemma":[0.001870365,0.00447344,0.1198367,0.002158582,0.0003304728,0.0000376577,0.360438,0.01776416,0.001235343,0.0039115,0.4850962,0.002847611],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602313,0.0001435106,0.00520547,0.001256818,0.0002480747,0.0002841695,1.149869e-7,0.0001811493,0.1324493],"genre_scores_gemma":[0.9895216,0.00008383755,0.006306138,0.000293688,0.0002359183,0.00001145727,0.000001376314,0.00001908349,0.003526867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5536918,"threshold_uncertainty_score":0.9962892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955851859981754,"score_gpt":0.428615172806634,"score_spread":0.3990566542068164,"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."}}