{"id":"W4400163445","doi":"10.1787/d408a484-fr","title":"Présentation générale","year":2024,"lang":"fr","type":"book-chapter","venue":"OECD eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002683746,0.0004763035,0.0003890174,0.0001366779,0.000497718,0.0002771343,0.0003217668,0.000651715,0.003996189],"category_scores_gemma":[0.00002264783,0.0004956786,0.0003642921,0.00001597326,0.00178464,0.0001546686,0.00009796432,0.000489919,0.0124691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414363,"about_ca_system_score_gemma":0.0006157441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899309,"about_ca_topic_score_gemma":0.006804663,"domain_scores_codex":[0.9972904,0.00009155117,0.0006056713,0.0006643823,0.0007434326,0.0006045482],"domain_scores_gemma":[0.9987571,0.0001192049,0.0002546711,0.0003566739,0.0002140841,0.0002982355],"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":[0.000003679425,0.00000967378,0.00009601899,0.0001144625,0.0001234096,0.0000243087,0.02684569,0.000005483896,0.0001953314,0.9595058,0.01008072,0.002995455],"study_design_scores_gemma":[0.0001521814,0.00003412408,0.0002490745,0.0001799783,0.0002650325,0.000009530121,0.003155893,0.00007022247,0.0003253394,0.04274413,0.9522287,0.0005857561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006830441,0.0003993937,0.00001968103,0.006476233,0.008489733,0.0007213512,0.0001301096,0.0002202991,0.9767128],"genre_scores_gemma":[0.04542453,0.0000997747,0.0002940787,0.002571776,0.004991912,0.00002655934,0.0001223206,0.00009532295,0.9463737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.942148,"threshold_uncertainty_score":0.9997495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1456187410486467,"score_gpt":0.3909392589808696,"score_spread":0.2453205179322229,"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."}}