{"id":"W4409219351","doi":"10.4000/13loa","title":"David Krakauer et Kinan Azmeh","year":2025,"lang":"fr","type":"article","venue":"Mondes & Migrations","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004700308,0.000333413,0.000299326,0.0001946201,0.00113704,0.0003947154,0.0004191328,0.0003503034,0.001135218],"category_scores_gemma":[0.0004005205,0.000340017,0.0002512459,0.0008419289,0.00117245,0.0007758621,0.00009344186,0.0003474028,0.0005616203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182765,"about_ca_system_score_gemma":0.001588853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02466545,"about_ca_topic_score_gemma":0.09605759,"domain_scores_codex":[0.9971396,0.0005869027,0.0005820872,0.0005192933,0.0004540577,0.0007180795],"domain_scores_gemma":[0.9983799,0.0002952681,0.0001600598,0.0005060683,0.0004322558,0.0002264275],"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":[0.000002585767,0.000211828,0.006880944,0.00003369199,0.00008968466,0.000003120044,0.06592586,0.0002386874,0.0003930499,0.5348213,0.3897366,0.00166265],"study_design_scores_gemma":[0.0002607448,0.00002274682,0.04152428,0.0001058724,0.000174021,0.000001722804,0.01669892,0.0005784047,0.0004990633,0.004580627,0.9352164,0.0003371969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3181525,0.02412884,0.00356112,0.5068678,0.007262925,0.001550655,0.0004793338,0.0004320777,0.1375647],"genre_scores_gemma":[0.4535517,0.0007300841,0.001327949,0.01344349,0.0004021431,0.00007172797,0.0001330905,0.00002084631,0.530319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5454798,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096774334023953,"score_gpt":0.4290424497402441,"score_spread":0.3193650163378488,"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."}}