{"id":"W4387533341","doi":"10.4000/hommesmigrations.15898","title":"L’île rouge","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"ROUGE; Art; Humanities; Computer science; Natural language processing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002351145,0.000460903,0.0001856246,0.0003749478,0.007037673,0.00299365,0.0003625121,0.001105071,0.04329541],"category_scores_gemma":[0.0009198454,0.0001697945,0.0001393663,0.0004213838,0.002256382,0.001514279,0.001961247,0.001773895,0.004065704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033336,"about_ca_system_score_gemma":0.002123149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1077241,"about_ca_topic_score_gemma":0.1950864,"domain_scores_codex":[0.9997012,0.00007136084,0.0000057383,0.00005055755,0.00004553541,0.0001256475],"domain_scores_gemma":[0.9997334,0.00006324147,0.00003075757,0.00001677883,0.00005944042,0.0000963695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003341531,0.0000635807,0.01309619,0.0004448231,0.00002671748,0.004622395,0.105069,0.0001771446,0.004323374,0.129985,0.583258,0.1585997],"study_design_scores_gemma":[0.000003364004,0.00002351829,0.004006127,0.00006828511,0.000002601598,0.0002831074,0.01187952,0.00002411793,0.0001690753,0.0005088219,0.9830199,0.00001159179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.106596,0.01482213,0.001005471,0.06776769,0.004705414,0.00007045,0.0006643824,0.0002842259,0.8040842],"genre_scores_gemma":[0.4562277,0.005034636,0.000936165,0.007336133,0.0005380478,0.00007989933,0.0002664862,0.0001340848,0.5294468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1077241,"threshold_uncertainty_score":0.2141942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06022968829229861,"score_gpt":0.2997109020910523,"score_spread":0.2394812137987537,"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."}}