{"id":"W6903262241","doi":"10.11575/prism/3900","title":"A qualitative investigation of factors contributing to the successful licensure of international medical graduates","year":2010,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Context (archaeology); Meaning (existential); Subject (documents); Work (physics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001165518,0.0002367965,0.000596042,0.000570656,0.00007460089,0.000006009563,0.001139326,0.000496808,0.002128084],"category_scores_gemma":[0.001169294,0.0002169086,0.0001929099,0.0003687807,0.0008870079,0.00009600123,0.0004282579,0.0005471464,0.00006501427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006692592,"about_ca_system_score_gemma":0.0002626845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312237,"about_ca_topic_score_gemma":0.001840341,"domain_scores_codex":[0.9974636,0.0004094017,0.0003116674,0.0003009092,0.001270853,0.0002436136],"domain_scores_gemma":[0.9972069,0.0005500095,0.001303326,0.000330576,0.0004196508,0.0001895677],"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":[0.0008108997,0.0006457444,0.1161879,0.0009651617,0.004776385,0.00005162998,0.2684022,0.000001776263,0.01263938,0.01789531,0.560659,0.01696463],"study_design_scores_gemma":[0.01026971,0.0008442867,0.2097415,0.006239023,0.001888853,0.00001098772,0.03969574,0.007340534,0.01417239,0.003173801,0.7039408,0.002682359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8102778,0.0004375369,0.04796523,0.00618171,0.001076803,0.001977278,0.0006314666,0.0002886834,0.1311634],"genre_scores_gemma":[0.8319424,0.0002115412,0.03587444,0.000153593,0.0002540235,0.00000327067,0.002024337,0.0008590053,0.1286774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2287064,"threshold_uncertainty_score":0.9987841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980950121252201,"score_gpt":0.2719894600972553,"score_spread":0.2521799588847333,"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."}}