{"id":"W4240228482","doi":"10.15353/cgjsc.v5i1.3739","title":"Entire Issue / Numéro complet","year":2016,"lang":"fr","type":"article","venue":"Canadian Graduate Journal of Sociology and Criminology","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003334798,0.0002791835,0.0009388858,0.0004080938,0.0008701886,0.00001101548,0.0003054139,0.001655941,0.005046454],"category_scores_gemma":[0.001536127,0.0002015686,0.0001446979,0.00006495604,0.001807424,0.0003288577,0.00005398225,0.001989566,0.0007574714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004946988,"about_ca_system_score_gemma":0.003503503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04494241,"about_ca_topic_score_gemma":0.06130527,"domain_scores_codex":[0.9906695,0.006252794,0.001332284,0.0002845184,0.000132404,0.001328426],"domain_scores_gemma":[0.9933598,0.003107485,0.001180228,0.0002395789,0.0006784522,0.001434456],"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":[0.0001677611,0.00005579787,0.03569741,0.001067397,0.0006122788,0.00164142,0.02915483,1.613207e-7,0.0001812881,0.1795101,0.5931709,0.1587406],"study_design_scores_gemma":[0.001195217,0.0007877588,0.03087163,0.0007618449,0.0001561627,0.002006605,0.01477638,0.000001389206,0.000006037211,0.03921344,0.9099974,0.0002261626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4549053,0.02745898,0.00007452389,0.5005776,0.01335726,0.0002302028,0.0001536097,0.000007654838,0.003234883],"genre_scores_gemma":[0.9565252,0.01321667,0.0002207335,0.01284132,0.00440946,0.000006601645,0.00000388537,0.00003316917,0.01274296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5016199,"threshold_uncertainty_score":0.9996401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3684497579971512,"score_gpt":0.452257610729857,"score_spread":0.0838078527327058,"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."}}