{"id":"W6994084481","doi":"","title":"Create 2013","year":2014,"lang":"fa","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001720647,0.00005907743,0.0002734774,0.00004852645,0.0001143952,0.00007663772,0.0002909054,0.000226304,0.000594798],"category_scores_gemma":[0.00002619344,0.0002527348,0.0001182734,0.0002799954,0.0001822676,0.000195271,0.00006888252,0.0002100517,0.000297734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008037984,"about_ca_system_score_gemma":0.00003184026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1353346,"about_ca_topic_score_gemma":0.06211255,"domain_scores_codex":[0.9990389,0.00003015421,0.0001310321,0.0002777867,0.0002012927,0.0003207953],"domain_scores_gemma":[0.9993036,0.0000443002,0.00005091755,0.0002794595,0.00008167553,0.0002400837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000002620281,0.0001141279,0.001411785,0.001053538,0.00009135475,0.0000212473,0.0002762741,0.0004383623,0.0003732727,0.000006293141,0.07082903,0.9253821],"study_design_scores_gemma":[0.0005725147,0.00006608976,0.9497231,0.0004546774,0.00007001505,0.00002509291,0.0002735901,0.01827767,0.000001169016,0.0001736617,0.03007104,0.0002913637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813036,0.0007518395,0.00967348,0.0004033086,0.001308576,0.0001262078,0.0001079024,0.0002210009,0.006104093],"genre_scores_gemma":[0.9944377,0.0008054971,0.0009438702,0.00002184319,0.0001775044,2.736321e-7,0.00003303643,0.00002692569,0.003553381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9483113,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004344824814821514,"score_gpt":0.1428632424293105,"score_spread":0.138518417614489,"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."}}