{"id":"W2995965561","doi":"10.21810/sfuer.v12i3.1079","title":"Vietnamese Consortium Fellowship","year":2019,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vietnamese; Library science; Political science; Medical education; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006324776,0.0006058862,0.0004642883,0.001938151,0.001744558,0.002032685,0.001274461,0.001833882,0.1265786],"category_scores_gemma":[0.008321474,0.0002932652,0.0005290699,0.001650058,0.0005619102,0.001246199,0.003921555,0.002104632,0.01487644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005276687,"about_ca_system_score_gemma":0.02986937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03067255,"about_ca_topic_score_gemma":0.04965819,"domain_scores_codex":[0.9976081,0.0007897973,0.000131835,0.0002148023,0.0007010351,0.0005544298],"domain_scores_gemma":[0.992583,0.0004616016,0.0002578004,0.0002181502,0.003042336,0.00343703],"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":[0.00008031722,0.00003773641,0.0005749149,0.000799012,0.00002822459,0.0002897831,0.000220716,0.00003822277,0.0001205942,0.007129623,0.9235443,0.06713656],"study_design_scores_gemma":[0.00001925614,0.00002405572,0.0006432796,0.0003413216,0.000005268559,0.0001664757,0.0001046632,0.000007548079,0.00002415618,0.0001505668,0.9985113,0.000002155833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005041888,0.2699955,0.001101798,0.2859888,0.1052953,0.001394585,0.008406148,0.000283341,0.3224926],"genre_scores_gemma":[0.04961771,0.1234386,0.002898715,0.05916132,0.01129198,0.001070678,0.009848079,0.0002021485,0.7424709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1265786,"threshold_uncertainty_score":0.4234477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020111148181435,"score_gpt":0.3516739651662878,"score_spread":0.3314728536844735,"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."}}