{"id":"W4393006429","doi":"10.29173/cf749","title":"Numéro Varia","year":2023,"lang":"fr","type":"article","venue":"Convergences francophones","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001570778,0.000704222,0.0007600866,0.0005420237,0.0006344846,0.0001607945,0.001027236,0.0005352323,0.2904196],"category_scores_gemma":[0.0005248219,0.0007875698,0.0004081058,0.007751054,0.001050734,0.0008089281,0.0003412276,0.0006412684,0.9218441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473915,"about_ca_system_score_gemma":0.0004962283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107381,"about_ca_topic_score_gemma":0.000503338,"domain_scores_codex":[0.9946486,0.0006571325,0.0008802022,0.001113722,0.0009336384,0.001766654],"domain_scores_gemma":[0.9971553,0.0006687347,0.0003180126,0.001000084,0.0003109463,0.0005469],"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":[0.00008082226,0.000158186,0.01625841,0.0004476531,0.0002693624,0.0004835309,0.005350482,0.0005865491,0.007154617,0.004744777,0.9527943,0.01167136],"study_design_scores_gemma":[0.0009928496,0.0001450406,0.03612882,0.0003353984,0.0001048365,0.00004982315,0.003874226,0.01372962,0.00463176,0.01156448,0.9273052,0.001137926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1722638,0.03111067,0.0004205916,0.006637312,0.7696925,0.0008376737,0.0009544604,0.002469244,0.01561378],"genre_scores_gemma":[0.5563747,0.01045865,0.0005888196,0.0003899263,0.009047902,0.0001924737,0.0001682694,0.0004325186,0.4223467],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7606446,"threshold_uncertainty_score":0.9994575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542792886197693,"score_gpt":0.2788735058818765,"score_spread":0.2534455770198996,"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."}}