{"id":"W2781006580","doi":"10.1152/advances.2001.25.1.62","title":"WORKSHOP ON TEACHING PHYSIOLOGY","year":2001,"lang":"en","type":"article","venue":"AJP Advances in Physiology Education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Physiology; Medical education; Mathematics education; Psychology; Medicine","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":[0.0003162948,0.0001212369,0.0001561671,0.0002404474,0.0003680528,0.00001296242,0.0002714495,0.0002114053,0.0003457644],"category_scores_gemma":[0.000733646,0.0001194246,0.00003856052,0.0003633016,0.0003349672,0.0004169552,0.00001634626,0.0004289054,0.0002234843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095123,"about_ca_system_score_gemma":0.0002813642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002072476,"about_ca_topic_score_gemma":0.001224771,"domain_scores_codex":[0.9986761,0.0003569976,0.0002107986,0.0003444091,0.0001001147,0.0003115833],"domain_scores_gemma":[0.9991626,0.000329844,0.0001292106,0.0002593138,0.00007057332,0.00004851197],"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":[0.00005144501,0.0007462219,0.005201054,0.000005576271,0.000006148202,3.071224e-7,0.00653829,0.0001118932,0.00571723,0.6171837,0.002346039,0.3620921],"study_design_scores_gemma":[0.0002054314,0.00006686874,0.05841938,0.00007237988,0.000005662291,0.000001909108,0.03075383,0.0000253979,0.0002417276,0.2061649,0.7038002,0.0002423601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764404,0.0006751363,0.00007138752,0.008842728,0.002809955,0.0002393897,5.059015e-7,0.0001385037,0.110782],"genre_scores_gemma":[0.9913996,0.002933195,0.0004539877,0.001774266,0.0006368439,0.0001574035,0.0000361641,0.000009520318,0.002598983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7014542,"threshold_uncertainty_score":0.4869994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661431714692173,"score_gpt":0.3913472049098355,"score_spread":0.3747328877629138,"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."}}