{"id":"W4393666167","doi":"10.7202/1110145ar","title":"Réplique","year":2023,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003136801,0.001120429,0.0007883947,0.001658871,0.005266482,0.003714612,0.00150915,0.006574616,0.1171804],"category_scores_gemma":[0.02556702,0.0004334984,0.0009710167,0.001549127,0.001959419,0.002600819,0.002540914,0.005798814,0.03728053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169244,"about_ca_system_score_gemma":0.006726522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2588426,"about_ca_topic_score_gemma":0.2231024,"domain_scores_codex":[0.9970281,0.0007879121,0.0001633535,0.0004623168,0.001076177,0.0004822326],"domain_scores_gemma":[0.9882504,0.002483737,0.0003644597,0.0004279154,0.007961776,0.0005117891],"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":[0.0000359111,0.000004346431,0.0001858372,0.00007939139,0.000005054976,0.0001014347,0.0007068487,0.000023022,0.0001658017,0.003156463,0.991147,0.004388915],"study_design_scores_gemma":[0.000007570226,0.000004654035,0.0005249629,0.0001038661,0.000005101372,0.0001087841,0.0006750455,0.00003437768,0.0001017085,0.0004622734,0.9979544,0.00001734381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003655864,0.008132088,0.002469019,0.7341911,0.1193783,0.0003130184,0.009046806,0.0009746828,0.121839],"genre_scores_gemma":[0.03736417,0.005420616,0.001486897,0.3919705,0.02350923,0.0006152965,0.004247648,0.0008860527,0.5344997],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2588426,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2146437000304268,"score_gpt":0.4184199283516481,"score_spread":0.2037762283212213,"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."}}