{"id":"W2299347376","doi":"","title":"Education and Technology – A Faculty Development Program for Medical Educators","year":2001,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medical education; Faculty development; Professional development; Pedagogy; Engineering ethics; Mathematics education; Medicine; Sociology; Engineering; Psychology","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":[0.0002264109,0.0001951886,0.0001502097,0.0004537567,0.0001240772,0.00008681788,0.0003683244,0.0005125607,0.0001077484],"category_scores_gemma":[0.0002350782,0.0002023072,0.00007279863,0.0005133309,0.0001525974,0.0004929487,0.00004325202,0.0002695083,0.00002692396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783831,"about_ca_system_score_gemma":0.001170429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005213071,"about_ca_topic_score_gemma":0.000004220478,"domain_scores_codex":[0.9988564,0.000003048942,0.0004590847,0.0001878685,0.0002327922,0.0002608211],"domain_scores_gemma":[0.9989256,0.00002419488,0.000103223,0.0001588124,0.0006678771,0.0001202978],"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":[0.000004737337,0.0003174583,0.001492518,0.0002050346,0.00009303231,1.13934e-8,0.001270745,0.000004678718,0.00007250902,0.03084679,0.03981481,0.9258777],"study_design_scores_gemma":[0.0004073418,0.00004950677,0.001117897,0.0001157,0.0000213104,0.00003582678,0.007389315,0.01285023,0.0006367423,0.005825994,0.9712546,0.0002955235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6102077,0.001358051,0.2769111,0.07770948,0.01190898,0.004756035,0.00009901814,0.005387542,0.01166201],"genre_scores_gemma":[0.8719795,0.0003406251,0.116916,0.0005178549,0.0004355652,0.005816082,0.002148663,0.00003752141,0.001808265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9314398,"threshold_uncertainty_score":0.8249846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169257322564393,"score_gpt":0.2974434603932296,"score_spread":0.2857508871675857,"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."}}