{"id":"W4320082053","doi":"10.17118/11143/19979","title":"Minorités visibles ou invisibles ? Une formule aux enjeux polémiques","year":2022,"lang":"fr","type":"article","venue":"Circula","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007547761,0.0003921572,0.0004179472,0.0001841007,0.002035048,0.000259237,0.0007712919,0.0002391901,0.003587857],"category_scores_gemma":[0.0002838045,0.000438198,0.0003324226,0.0008642807,0.001172695,0.0006622936,0.0003041496,0.0004621897,0.000268392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204945,"about_ca_system_score_gemma":0.001660289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0538927,"about_ca_topic_score_gemma":0.01095625,"domain_scores_codex":[0.9958215,0.0007531113,0.0006339065,0.0006598749,0.001021403,0.001110248],"domain_scores_gemma":[0.9982116,0.0002094229,0.0002699722,0.0005245549,0.0003875325,0.0003969672],"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":[0.000009995398,0.0004095676,0.01871612,0.0001991847,0.0001688606,0.00004352646,0.1361061,0.0004111042,0.001026444,0.7398287,0.09271462,0.01036579],"study_design_scores_gemma":[0.0004610673,0.00008770533,0.01816135,0.00005149064,0.0001176423,0.00003093677,0.07313371,0.0005528598,0.0004226719,0.01395999,0.8923551,0.0006654137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7903205,0.03194448,0.0001858386,0.1125187,0.006127656,0.001086532,0.0005156369,0.0003802737,0.05692042],"genre_scores_gemma":[0.8879938,0.0006886381,0.0003690118,0.008821343,0.001467212,0.00009390262,0.0001647235,0.00005896496,0.1003424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7996405,"threshold_uncertainty_score":0.999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.229383886681075,"score_gpt":0.4312021064106623,"score_spread":0.2018182197295872,"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."}}