{"id":"W4392708489","doi":"10.21125/inted.2024.1472","title":"TEACHING SCHOLARS PROGRAM-ALBERTA INSTITUTE WENZHOU MEDICAL UNIVERSITY (TSP-AIWMU): FACULTY DEVELOPMENT IN SUPPORT OF AN INTERNATIONAL PARTNERSHIP IN MEDICAL EDUCATION","year":2024,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Medical education; Political science; Engineering management; Medicine; Engineering","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":[0.001663057,0.0001486191,0.0002705325,0.0005779467,0.00003929413,0.00002974051,0.0002631343,0.0002895523,0.0003080635],"category_scores_gemma":[0.002249614,0.0001388618,0.00005136518,0.0005379117,0.0001088613,0.0006571664,0.00008683013,0.001001065,0.00002390929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375735,"about_ca_system_score_gemma":0.004568335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766673,"about_ca_topic_score_gemma":0.00140192,"domain_scores_codex":[0.9977657,0.00002467005,0.0005428029,0.0003700684,0.0009426472,0.0003540759],"domain_scores_gemma":[0.9990403,0.00004354987,0.00006812833,0.00006681919,0.0001927897,0.0005884329],"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":[0.0008920184,0.002780886,0.3848892,0.001498595,0.00009546409,0.0006652459,0.0103362,4.14585e-7,0.00009384727,0.02371037,0.01081286,0.564225],"study_design_scores_gemma":[0.001272527,0.0002018332,0.05957637,0.003080218,0.000018326,0.0002902134,0.001762549,0.002046724,0.0002201645,0.0001091303,0.9312075,0.0002144461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640329,0.00003125107,0.000005894999,0.01061495,0.0005109046,0.0003469589,0.000002330421,0.00009033007,0.02436446],"genre_scores_gemma":[0.9963595,0.00002409945,0.0009870379,0.001295557,0.0001204395,0.00002106828,0.0002154613,0.00001283376,0.0009639681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9203947,"threshold_uncertainty_score":0.810403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004470647461708,"score_gpt":0.3825514382270669,"score_spread":0.3525067317524498,"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."}}