{"id":"W3153899954","doi":"10.4000/hommesmigrations.12399","title":"La création entre l’inattendu et l’attendu","year":2021,"lang":"fr","type":"article","venue":"Hommes & 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":"Humanities; Art; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.0005347907,0.0003305939,0.0002994517,0.0001037317,0.0008264493,0.0004904135,0.0002538265,0.0004241795,0.003935929],"category_scores_gemma":[0.0005290331,0.0003582376,0.0002751095,0.0006307844,0.0008406928,0.0009964402,0.0000838019,0.0004400328,0.0008397725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000917474,"about_ca_system_score_gemma":0.001948563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005157645,"about_ca_topic_score_gemma":0.04976901,"domain_scores_codex":[0.996066,0.001560289,0.0005618874,0.000545104,0.0005965913,0.0006701025],"domain_scores_gemma":[0.9977476,0.0005662669,0.000224104,0.0004411642,0.0007178039,0.0003030719],"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":[0.000002335926,0.0004945231,0.0069078,0.00004835376,0.0001493225,0.00004227658,0.1170962,0.0001605341,0.0006985742,0.352856,0.5128798,0.00866427],"study_design_scores_gemma":[0.0003398137,0.00001598804,0.03189063,0.0000801108,0.0001900624,0.00003386341,0.07969522,0.0004509344,0.0006133866,0.001002015,0.8853059,0.0003820964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2946755,0.07382616,0.002653095,0.5238243,0.005108592,0.0008905579,0.0008851427,0.0003969894,0.09773958],"genre_scores_gemma":[0.6314266,0.002334062,0.001440592,0.01286269,0.0009917611,0.00005315642,0.0008048853,0.0000421292,0.3500441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5109617,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09328711417756942,"score_gpt":0.3928745439198997,"score_spread":0.2995874297423303,"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."}}