{"id":"W4413877783","doi":"10.4000/14k41","title":"Synthèse de la Session Semi-plénière « Sociologie dans, depuis et sur les Outre-mers », du 6 juillet 2023, Congrès de l’Association française de sociologie, Lyon","year":2025,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Humanities; Political science; Art","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.009369965,0.0005715071,0.0008072139,0.00009676546,0.002767448,0.0003358184,0.001282362,0.002586882,0.0004655707],"category_scores_gemma":[0.00971474,0.000581185,0.0006622956,0.0009446883,0.003345136,0.0006981761,0.0003409508,0.001464315,0.0001228161],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007210508,"about_ca_system_score_gemma":0.004838421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06332336,"about_ca_topic_score_gemma":0.01243619,"domain_scores_codex":[0.9903678,0.004744019,0.0006880549,0.000944582,0.000892678,0.002362915],"domain_scores_gemma":[0.9922612,0.005767349,0.0008264654,0.0003482821,0.0003683022,0.0004284211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003465502,0.0002607713,0.7375284,0.000103905,0.0001795394,0.00004119046,0.03903856,0.000241831,0.001070969,0.02978531,0.179649,0.01206584],"study_design_scores_gemma":[0.001766205,0.0001576744,0.5005816,0.0005983147,0.0004271319,0.000005147024,0.1290996,0.0008636743,0.000354007,0.06653316,0.2983313,0.001282188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8230025,0.01799334,0.00122186,0.1233755,0.003213968,0.0006326102,0.0003541201,0.000332396,0.02987379],"genre_scores_gemma":[0.9389347,0.02124705,0.0004632811,0.003396985,0.0009104311,0.0001179169,0.00003094705,0.00004046303,0.03485817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2369467,"threshold_uncertainty_score":0.9996639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118077757442491,"score_gpt":0.3372152850463599,"score_spread":0.306034507471935,"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."}}