{"id":"W2566391158","doi":"","title":"It was like a mirror : a reflection on filmed role play simulation","year":2015,"lang":"en","type":"article","venue":"Mount Royal University Institutional Repository (Mount Royal University)","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Computer science; Computer graphics (images)","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000498162,0.0003513861,0.000352593,0.0006084028,0.004502246,0.00003592375,0.0007271307,0.0005649473,0.0001964809],"category_scores_gemma":[0.0002194275,0.0004129166,0.0001983058,0.0005757254,0.0003000445,0.0003358989,0.0003875965,0.001270335,0.0005565949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007837,"about_ca_system_score_gemma":0.002056592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01155202,"about_ca_topic_score_gemma":0.001338411,"domain_scores_codex":[0.9963265,0.001226272,0.0004460199,0.0006587978,0.0007445566,0.0005978679],"domain_scores_gemma":[0.9966652,0.0005506068,0.0004194842,0.0007069809,0.001149539,0.0005081996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01852891,0.001846249,0.04140357,0.0004937167,0.0006747104,0.002068585,0.03736966,0.5498868,0.0008471097,0.3095271,0.03656897,0.0007845556],"study_design_scores_gemma":[0.002145472,0.0004149709,0.005791228,0.0004378942,0.000102858,0.000009997825,0.01634558,0.03765468,0.00004420347,0.00008807749,0.9364716,0.0004934135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5161765,0.00003763933,0.0009850617,0.0009538997,0.001940478,0.0007037191,0.0000741722,0.0004299932,0.4786985],"genre_scores_gemma":[0.9029271,0.000007411016,0.000308778,0.0006098018,0.0002049278,0.000002937656,0.0001434155,0.00002068745,0.09577496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8999026,"threshold_uncertainty_score":0.9998323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06296806934285946,"score_gpt":0.3371315261222581,"score_spread":0.2741634567793986,"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."}}