{"id":"W4286894584","doi":"","title":"Penser publiquement la recherche : entretien avec Benoît Melançon","year":2021,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Art; Philosophy; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006466862,0.001546678,0.002159122,0.00185063,0.002810979,0.009093953,0.001476711,0.004467398,0.2598026],"category_scores_gemma":[0.01843743,0.0005293599,0.001226677,0.001593547,0.001792372,0.002023102,0.003019198,0.005305575,0.08891417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004404152,"about_ca_system_score_gemma":0.01135738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04335331,"about_ca_topic_score_gemma":0.0278587,"domain_scores_codex":[0.9935306,0.002077326,0.0002956628,0.001002776,0.002489071,0.0006045693],"domain_scores_gemma":[0.9857726,0.003578142,0.0004893274,0.0008595628,0.006575101,0.002725281],"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":[0.0001559783,0.00003948739,0.0002342838,0.000315331,0.00002539652,0.0004642227,0.0002878055,0.0001189019,0.0007941154,0.007608717,0.9492049,0.04075093],"study_design_scores_gemma":[0.00002705653,0.00001366737,0.0004860726,0.0001464331,0.000006597013,0.0001977584,0.0001265603,0.00008689224,0.0003489739,0.0004047208,0.9981456,0.000009649473],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004269055,0.08164342,0.00603561,0.3793428,0.263739,0.000599478,0.008362056,0.002831524,0.253177],"genre_scores_gemma":[0.02102727,0.02086705,0.003759079,0.01402421,0.02163741,0.0002886911,0.00178922,0.001885177,0.9147218],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9909061,"threshold_uncertainty_score":0.8691264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2230833101315005,"score_gpt":0.3927431667209226,"score_spread":0.1696598565894221,"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."}}