{"id":"W4232138616","doi":"10.18192/aporia.v6i2.2855","title":"","year":2014,"lang":"fr","type":"article","venue":"Aporia","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Ethnology; Sociology; 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"],"consensus_categories":[],"category_scores_codex":[0.00229788,0.0004933109,0.0005362991,0.00007939387,0.001290836,0.0003615904,0.0007656408,0.0005953501,0.0006231587],"category_scores_gemma":[0.001851624,0.0004977367,0.0003094586,0.0004876452,0.003102869,0.001356834,0.0001234627,0.0004009191,0.0006533568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941737,"about_ca_system_score_gemma":0.0008252932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08773938,"about_ca_topic_score_gemma":0.03608753,"domain_scores_codex":[0.993679,0.001792831,0.0008905766,0.000823547,0.001091246,0.001722785],"domain_scores_gemma":[0.9965627,0.0007497002,0.0004404453,0.0007073276,0.0006556841,0.0008841194],"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":[0.000009309338,0.0001583896,0.02572385,0.00004694342,0.00007409629,0.000003933093,0.1815574,0.00008380444,0.0003152385,0.7563114,0.02994626,0.005769408],"study_design_scores_gemma":[0.0008510612,0.0000968321,0.079966,0.00005909212,0.0001306834,0.000006803073,0.02536407,0.001016971,0.0004707026,0.007918556,0.8834684,0.0006508056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8078596,0.001310056,0.0005751108,0.1596698,0.01637224,0.0005441756,0.00002762249,0.0001964516,0.01344495],"genre_scores_gemma":[0.8502262,0.0003227266,0.001416942,0.02389614,0.009124558,0.00002738249,0.00004098176,0.00004258535,0.1149025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8535222,"threshold_uncertainty_score":0.9997475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390919210711173,"score_gpt":0.4116977877512065,"score_spread":0.2726058666800892,"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."}}