{"id":"W2167787171","doi":"","title":"An ‘interteaching’ informed approach to instructing large undergraduate classes","year":2009,"lang":"en","type":"article","venue":"Indiana Magazine of History (Indiana University)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Windsor","keywords":"Attendance; Preference; Class (philosophy); Psychology; Mathematics education; Medical education; Critical thinking; Computer science; Medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001491589,0.0002264497,0.0003884208,0.001445361,0.0007060016,0.00005920797,0.001007588,0.0001741804,0.0001447343],"category_scores_gemma":[0.0009786036,0.000276674,0.000154634,0.0007285664,0.0002273119,0.002251888,0.00005995246,0.0004356038,0.0001064714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002034704,"about_ca_system_score_gemma":0.001314697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694581,"about_ca_topic_score_gemma":0.006834805,"domain_scores_codex":[0.9972655,0.0006925661,0.0003582461,0.0004255384,0.0007176607,0.0005404654],"domain_scores_gemma":[0.9981798,0.0001909425,0.000540606,0.0004369048,0.0002014265,0.0004503153],"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":[0.0004966696,0.001968016,0.02923808,0.0001527306,0.0003214558,0.0001565248,0.2764465,0.0007126067,0.001731367,0.5990881,0.04367578,0.04601217],"study_design_scores_gemma":[0.001002553,0.000257604,0.01846519,0.00005482423,0.00008984459,0.000004082135,0.01661916,0.00008306916,0.0000244809,0.0003355119,0.9626367,0.0004269794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3832075,0.00007680456,0.001330671,0.003100744,0.0004898616,0.0004947706,0.00001336378,0.0002491709,0.6110371],"genre_scores_gemma":[0.9813407,0.00003620572,0.006936615,0.0005534393,0.0001285731,7.967269e-7,0.00002165138,0.00001774005,0.01096424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9189609,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06104512006917927,"score_gpt":0.3274314778366078,"score_spread":0.2663863577674285,"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."}}