{"id":"W6905008971","doi":"10.14288/1.0361708","title":"Vancouver, B.C.","year":2017,"lang":"fr","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003757629,0.000668041,0.0008776048,0.0002912731,0.0156424,0.008440422,0.003134811,0.0007254609,0.4437334],"category_scores_gemma":[0.0005295302,0.0007784765,0.0002904102,0.001253503,0.0005020454,0.0005208518,0.001335002,0.0007386798,0.04145717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540316,"about_ca_system_score_gemma":0.002184357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3149813,"about_ca_topic_score_gemma":0.9006723,"domain_scores_codex":[0.9972506,0.0002974936,0.0003453889,0.001005341,0.0003524889,0.0007487593],"domain_scores_gemma":[0.9959946,0.0001266698,0.0008419399,0.002413271,0.0002628294,0.0003607206],"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":[0.00004878471,0.0004894432,0.00001051645,0.00003147459,0.0006242954,0.0000458014,0.0000562508,0.00003763679,0.00001929165,0.0004412093,0.9944127,0.003782547],"study_design_scores_gemma":[0.001525669,0.0001292183,0.00002338022,0.0007296341,0.0004494406,0.00004421321,0.00006393845,0.0001596994,0.00003336538,0.001211654,0.9947571,0.0008727263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.021359e-7,0.0007460558,0.0002292541,0.0000862028,0.01654607,0.003229609,0.002053712,0.0001582171,0.9769508],"genre_scores_gemma":[0.000004097034,0.0002845606,0.003266303,0.00007890377,0.001396394,0.0009124156,0.00005229281,0.001391311,0.9926137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.585691,"threshold_uncertainty_score":0.9994666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699159341001861,"score_gpt":0.2957677356204304,"score_spread":0.2687761422104118,"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."}}