{"id":"W3118519848","doi":"10.3917/infle.046.0081","title":"Une décision personnelle pour servir une ambition collective","year":2020,"lang":"fr","type":"article","venue":"Inflexions","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002240441,0.0002880589,0.0003008922,0.00006267443,0.001221086,0.0001561913,0.0002978531,0.0003252498,0.001876991],"category_scores_gemma":[0.000457612,0.0002993408,0.000215236,0.001436725,0.0008116523,0.0005629004,0.00009174144,0.0003472654,0.00234473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677362,"about_ca_system_score_gemma":0.001494301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04470127,"about_ca_topic_score_gemma":0.01652239,"domain_scores_codex":[0.9974032,0.0004727527,0.000449027,0.0004998759,0.0005527149,0.0006224032],"domain_scores_gemma":[0.9982973,0.0002556771,0.0001940703,0.0002180851,0.0005093018,0.0005255699],"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":[0.00006077718,0.0002530704,0.0008540695,0.00006631092,0.0001182477,0.00002194772,0.5718403,0.001596595,0.002267879,0.08957814,0.3322469,0.00109576],"study_design_scores_gemma":[0.001228042,0.0002401734,0.01355497,0.000147178,0.0001836789,0.000008781232,0.2100043,0.01023445,0.001290703,0.009241391,0.7531363,0.0007300117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3224823,0.000765354,0.001129008,0.6151595,0.00145621,0.0007487496,0.0002843565,0.0002189479,0.05775559],"genre_scores_gemma":[0.8077908,0.0002707036,0.001356555,0.03285954,0.002208475,0.00003777469,0.0001010169,0.00004499075,0.1553301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5823,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2133360694361816,"score_gpt":0.41117908285088,"score_spread":0.1978430134146984,"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."}}