{"id":"W4252268089","doi":"10.25071/0843-4182.28940","title":"Hédi Bouraoui","year":2005,"lang":"fr","type":"article","venue":"LittéRéalité","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.0006699133,0.0003412672,0.0003298946,0.00006575773,0.0005839751,0.0002325406,0.0004689262,0.0004161709,0.004353307],"category_scores_gemma":[0.0002511662,0.0003380204,0.0002586896,0.0003494327,0.001326039,0.0008068611,0.00008439771,0.0003279328,0.003797185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929919,"about_ca_system_score_gemma":0.0006680067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544515,"about_ca_topic_score_gemma":0.009680639,"domain_scores_codex":[0.9964684,0.0005253641,0.0006198157,0.0005155561,0.0007116777,0.001159238],"domain_scores_gemma":[0.9983456,0.0001664156,0.0001986292,0.0004842641,0.0002773182,0.0005278055],"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":[0.000007277835,0.0002516823,0.004668118,0.0000578357,0.00008828453,0.000009490066,0.118096,0.00008347413,0.00008965433,0.7149068,0.1242254,0.03751605],"study_design_scores_gemma":[0.0003442108,0.00002656073,0.01012917,0.0000489651,0.00006556126,0.00001084808,0.01003775,0.0003605792,0.0003753369,0.001070884,0.9770895,0.0004405905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4226855,0.0163307,0.0001563396,0.3897012,0.005406652,0.0006373653,0.0002080979,0.0003262173,0.1645479],"genre_scores_gemma":[0.3256612,0.0008858445,0.001426624,0.02231376,0.00778602,0.0000178548,0.00004127075,0.00004047306,0.6418269],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8528641,"threshold_uncertainty_score":0.9999072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284809333185762,"score_gpt":0.4040704796562914,"score_spread":0.2755895463377152,"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."}}