{"id":"W4400207450","doi":"10.3917/arma.358.0032","title":"La veille au Québec n’est plus ce qu’elle était","year":2022,"lang":"fr","type":"article","venue":"Archimag.com.","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Materials science","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","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003519508,0.0003763116,0.0004779851,0.0002467689,0.00434838,0.0001385107,0.002135589,0.0002064036,0.01184494],"category_scores_gemma":[0.0004632893,0.0004349368,0.0003286181,0.001310079,0.002947134,0.0005543221,0.003706554,0.002466622,0.002686048],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003302688,"about_ca_system_score_gemma":0.006364312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3919964,"about_ca_topic_score_gemma":0.03907596,"domain_scores_codex":[0.9917867,0.003197566,0.0005271742,0.0009040472,0.001918334,0.001666165],"domain_scores_gemma":[0.9965979,0.001805788,0.0001996382,0.0006548633,0.00008624869,0.0006555271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004534853,0.001540685,0.04173766,0.0002695161,0.0002938501,0.001118251,0.3854872,0.004922214,0.0005334802,0.1025014,0.2417487,0.2193936],"study_design_scores_gemma":[0.0009388939,0.0002743191,0.004161997,0.00004382754,0.00003975456,0.00004846571,0.04558823,0.006169269,0.00002419025,0.002612802,0.9395992,0.0004990745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3506515,0.005039686,0.000102868,0.1581602,0.002888106,0.0009439083,0.0003294021,0.0002038185,0.4816805],"genre_scores_gemma":[0.7669487,0.001195366,0.0003353926,0.0003966013,0.0007238851,0.0001497142,0.00003380456,0.00007042177,0.2301461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6978505,"threshold_uncertainty_score":0.9998347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05108659740754182,"score_gpt":0.3521109699429249,"score_spread":0.3010243725353831,"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."}}