{"id":"W2511155134","doi":"10.5489/cuaj.4079","title":"CUA-AUA International Fellows Program: San Diego 2016","year":2016,"lang":"es","type":"article","venue":"Canadian Urological Association Journal","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical education; Medicine; Library science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008571752,0.0003601672,0.0005464039,0.0007554844,0.0009167565,0.006198081,0.003985584,0.001089801,0.01887253],"category_scores_gemma":[0.02688056,0.0002086798,0.0004191095,0.0008008602,0.000203772,0.002746952,0.0002571176,0.001573251,0.003022416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664133,"about_ca_system_score_gemma":0.002006441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301947,"about_ca_topic_score_gemma":0.001488572,"domain_scores_codex":[0.9927482,0.001028167,0.001445983,0.0007489349,0.002656943,0.001371764],"domain_scores_gemma":[0.9923018,0.002095068,0.001626824,0.0003399047,0.001460024,0.00217642],"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":[0.00001976299,0.00003774801,0.4062583,4.423775e-7,0.00007954227,0.00004301619,0.00005477534,0.000003448922,0.0000154462,0.0007368427,0.4085349,0.1842158],"study_design_scores_gemma":[0.0006750986,0.000128211,0.2552381,0.00004977062,0.00002909089,0.0001020898,0.00009362659,0.0001372462,0.000006026332,0.00913375,0.7341336,0.0002733952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3660908,0.001439186,0.001215615,0.510628,0.01630886,0.000757069,0.000894391,0.0001810375,0.1024851],"genre_scores_gemma":[0.9607032,0.0005699391,0.0002947178,0.007343839,0.003759479,0.00001874908,0.00001433816,0.0000252707,0.02727048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5946124,"threshold_uncertainty_score":0.9977539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761086869109684,"score_gpt":0.3355571922053968,"score_spread":0.2979463235142999,"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."}}