{"id":"W64573121","doi":"","title":"Orienting Student Using a Case-Based Instructional Approach: A Case Study","year":2009,"lang":"en","type":"article","venue":"Journal of instructional psychology","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Enthusiasm; Psychology; Disadvantaged; Medical education; Session (web analytics); Test (biology); Mathematics education; Class (philosophy); Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002282746,0.0001690343,0.0003156529,0.0005661647,0.001077262,0.00009640132,0.0002302144,0.0001532717,0.000150866],"category_scores_gemma":[0.0001300506,0.0001596161,0.0001788309,0.0006998697,0.0002291593,0.0004218949,0.00001846364,0.0006867595,0.000002508797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328662,"about_ca_system_score_gemma":0.0006039214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004693625,"about_ca_topic_score_gemma":0.000122813,"domain_scores_codex":[0.9971272,0.000755537,0.0007751832,0.0002779278,0.0007064777,0.0003576213],"domain_scores_gemma":[0.9982804,0.0001169759,0.0007649109,0.0001424649,0.0005057223,0.0001895343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002027897,0.01056742,0.2725581,0.00005551803,0.001250074,0.1611995,0.06231747,0.02962462,0.002219308,0.04218955,0.001084634,0.414906],"study_design_scores_gemma":[0.009307417,0.002703927,0.02322783,0.00007223549,0.0002829725,0.828203,0.117116,0.0007784893,0.00001849365,0.003597209,0.01399564,0.0006967186],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882463,0.00007090254,0.004898786,0.0005983571,0.001767959,0.0002442582,0.000002604411,0.00002812289,0.004142736],"genre_scores_gemma":[0.9560698,0.000003601178,0.04201915,0.000425875,0.001447184,0.000002667934,8.750919e-7,0.00001077171,0.00002005821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6670035,"threshold_uncertainty_score":0.828554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09380914404761001,"score_gpt":0.4550149664930939,"score_spread":0.3612058224454839,"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."}}