{"id":"W3203242635","doi":"","title":"FUTURE VISION AND PLANNING FOR THE GEORGE BROWN COLLEGE SIMULATION CENTRE: RESEARCH AND DEVELOPMENT","year":2021,"lang":"en","type":"article","venue":"International Education and Research Journal","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"","keywords":"Status quo; Psychomotor learning; Psychology; George (robot); Medical education; Health care; Work (physics); Computer science; Cognition; Medicine; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003879804,0.00009759252,0.0001035583,0.0003645035,0.003499997,0.000239124,0.0001440882,0.0001392213,0.0003097748],"category_scores_gemma":[0.002222624,0.00006720291,0.00001704708,0.0003220329,0.0001391556,0.0003040526,0.0001791052,0.001136892,0.00001799922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093363,"about_ca_system_score_gemma":0.005085193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002283698,"about_ca_topic_score_gemma":0.00007365034,"domain_scores_codex":[0.9973806,0.0007931539,0.0004046938,0.0002588498,0.0008203815,0.0003423651],"domain_scores_gemma":[0.9900322,0.002533358,0.0001214701,0.0001071793,0.006943489,0.0002622982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001895665,0.001172582,0.05716199,0.0003297793,0.0002656405,0.00001577939,0.1105524,0.000172127,0.001449411,0.120172,0.5001422,0.2066705],"study_design_scores_gemma":[0.0007509482,0.00004933834,0.0449497,0.0003827678,0.000003846616,0.00004003518,0.1788811,0.002412817,0.00007912562,0.004469861,0.7678967,0.00008378023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.737113,0.007391252,0.002696748,0.2327539,0.01416556,0.001515566,0.00003473666,0.00002501337,0.004304247],"genre_scores_gemma":[0.9378073,0.0009214887,0.003622248,0.001385402,0.004360681,0.0001941335,0.00009228305,0.00002357362,0.05159288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2677545,"threshold_uncertainty_score":0.9977973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658438317547264,"score_gpt":0.6005296755144779,"score_spread":0.4346858437597514,"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."}}