{"id":"W4405407372","doi":"","title":": État des lieux et réflexions en contexte francophone","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009476573,0.0008431447,0.0005257599,0.002530134,0.01121756,0.01095299,0.001021632,0.004329814,0.01337434],"category_scores_gemma":[0.01650505,0.0002713695,0.0004449871,0.003220042,0.009997535,0.00563975,0.004831608,0.003819154,0.001226205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01859533,"about_ca_system_score_gemma":0.01339145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.225638,"about_ca_topic_score_gemma":0.1730791,"domain_scores_codex":[0.991424,0.005794863,0.0002037366,0.0007558474,0.0008241807,0.0009972842],"domain_scores_gemma":[0.9865502,0.009108911,0.0007871567,0.0004593214,0.001909282,0.001185095],"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":[0.0002938008,0.00007810603,0.005753628,0.000766471,0.0000584434,0.002449277,0.7030513,0.000287826,0.001653879,0.1863765,0.06031141,0.03891939],"study_design_scores_gemma":[0.00002105441,0.00005691222,0.01236669,0.001510835,0.00002752231,0.0006187541,0.4623409,0.0001626229,0.0005216951,0.005580398,0.516735,0.00005752238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4387484,0.06203656,0.004762439,0.2398246,0.01311908,0.0001359047,0.001102457,0.0001052507,0.2401653],"genre_scores_gemma":[0.9362132,0.006108338,0.000679541,0.006976636,0.001332007,0.00009689023,0.0001161003,0.00007244214,0.04840474],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9866257,"threshold_uncertainty_score":0.4486493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035992155382822,"score_gpt":0.2839949280895029,"score_spread":0.2636350065356747,"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."}}