{"id":"W3212523094","doi":"10.3917/sr.052.0137","title":"Après la bataille ?","year":2021,"lang":"fr","type":"article","venue":"Sociétés & Représentations","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001096344,0.0002128337,0.0002254378,0.00004008702,0.0003984836,0.002239103,0.0002847108,0.0001543707,0.002188127],"category_scores_gemma":[0.0003015417,0.0002017094,0.0002688441,0.0007738803,0.0002283098,0.002861909,0.0003442305,0.0002478031,0.001010559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007702936,"about_ca_system_score_gemma":0.0004934454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005637635,"about_ca_topic_score_gemma":0.0001502191,"domain_scores_codex":[0.9981261,0.0002079613,0.0003483822,0.0005499828,0.0003264879,0.0004410353],"domain_scores_gemma":[0.9981678,0.000313966,0.0001087959,0.0006540719,0.0004578677,0.0002974927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000197775,0.0003821256,0.000119236,0.00004081407,0.0001120076,0.0008976266,0.01157216,0.000138235,0.002049297,0.7157139,0.2200941,0.0488786],"study_design_scores_gemma":[0.0006066876,0.00004664065,0.003628236,0.00009822821,0.00006243062,0.000948391,0.004525314,0.00126194,0.004796431,0.1011101,0.8824629,0.0004526372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006464269,0.01162523,0.01915848,0.07087994,0.007575647,0.0001954902,0.00008614083,0.0002017312,0.8838131],"genre_scores_gemma":[0.2719122,0.001442426,0.01327925,0.004631331,0.0008611243,0.00002626689,0.0001649615,0.00003574965,0.7076467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6623688,"threshold_uncertainty_score":0.9997672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4492347740154377,"score_gpt":0.4591428608576698,"score_spread":0.0099080868422321,"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."}}