{"id":"W7079205362","doi":"","title":"En toute collégialité : Entretien avec Louis-Philippe Lampron et Simon Viviers. Louis-Philippe Lampron et Simon Viviers, En toute collégialité ! Chroniques d’une aventure syndicale universitaire, Montréal, Somme toute, 2025, 336 pages","year":2025,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Financial fraud","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00298919,0.001245719,0.001318217,0.002561151,0.004927194,0.009369398,0.001475862,0.00243087,0.1090324],"category_scores_gemma":[0.005739551,0.0007259941,0.0005890173,0.006349572,0.002711718,0.007888838,0.005159902,0.004761992,0.04237836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01395219,"about_ca_system_score_gemma":0.01424276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.194493,"about_ca_topic_score_gemma":0.3171026,"domain_scores_codex":[0.9970751,0.0005072748,0.0001009373,0.0004169321,0.001438163,0.0004615751],"domain_scores_gemma":[0.995944,0.0004925038,0.0001946385,0.00015013,0.001685192,0.001533602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001779712,0.00001110239,0.0001730949,0.0001291566,0.000003554647,0.00002649993,0.0006090673,0.00003476004,0.0001399908,0.006763808,0.9556729,0.03641842],"study_design_scores_gemma":[0.000002499703,0.000003582705,0.0003339901,0.00008614425,0.000001581067,0.00002495727,0.000290192,0.00001733778,0.00003430645,0.000463915,0.9987364,0.000005237891],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001421238,0.51952,0.004068487,0.2281433,0.07658672,0.0000803888,0.0008193044,0.0009099659,0.1684506],"genre_scores_gemma":[0.01382525,0.1578439,0.00226013,0.01497832,0.02290879,0.00009879266,0.0007150602,0.0009222273,0.7864475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.194493,"threshold_uncertainty_score":0.3867218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006493503794829373,"score_gpt":0.1966296113682947,"score_spread":0.1901361075734653,"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."}}