{"id":"W263763245","doi":"10.28945/1566","title":"The Live Teaching Case: A New IS Method and its Application","year":2012,"lang":"en","type":"article","venue":"Journal of Information Technology Education Research","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Teaching method; Mathematics education; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006189873,0.00008917975,0.0001151629,0.001125381,0.000823656,0.0003134038,0.0006530674,0.0001291254,0.00001583127],"category_scores_gemma":[0.0007889647,0.00006297287,0.00003233185,0.0009269749,0.0000416262,0.003971507,0.0001621338,0.0006478334,0.0002356895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191952,"about_ca_system_score_gemma":0.001263107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002227568,"about_ca_topic_score_gemma":9.839761e-7,"domain_scores_codex":[0.998087,0.000187717,0.0007884895,0.00006669665,0.0005686334,0.0003014462],"domain_scores_gemma":[0.9969479,0.0002417008,0.0006774797,0.0002984423,0.001641699,0.0001927252],"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":[0.000002277088,0.00003557061,0.0003401133,0.00001668984,0.00001560866,2.181012e-7,0.02028322,0.000001718964,0.00002594786,0.3638797,0.03462343,0.5807756],"study_design_scores_gemma":[0.0003048097,0.00008009899,0.0009824156,0.00005422906,0.000006215173,0.00799837,0.04894309,0.003034288,0.002299183,0.0105544,0.92558,0.0001629388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02617273,0.00209316,0.9070883,0.05739413,0.001482343,0.0007433901,8.587533e-7,0.00008177612,0.004943248],"genre_scores_gemma":[0.90893,0.0002330069,0.08842193,0.0009406708,0.0002866962,0.0001056631,0.000002249756,0.000005575036,0.001074228],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8909565,"threshold_uncertainty_score":0.633498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727691546786851,"score_gpt":0.4017003272681585,"score_spread":0.3744234118002899,"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."}}