{"id":"W2143825224","doi":"10.4000/hommesmigrations.2541","title":"Marocains du monde, pionniers d’une communauté transnationale","year":2013,"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":"","funders":"","keywords":"Art","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000337408,0.0003980859,0.0003503176,0.0001715627,0.001800737,0.0004245418,0.0005623466,0.0003644297,0.005665377],"category_scores_gemma":[0.0003008205,0.0004084994,0.0003270546,0.0007647638,0.001635018,0.001531601,0.00005258251,0.000380427,0.001632001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106723,"about_ca_system_score_gemma":0.0008966253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05008651,"about_ca_topic_score_gemma":0.06443493,"domain_scores_codex":[0.996743,0.0005625463,0.0007319966,0.0004415282,0.0007085995,0.0008123218],"domain_scores_gemma":[0.9974598,0.0006398319,0.0002357243,0.0005044543,0.0007279282,0.0004323175],"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":[0.000002055785,0.0004189232,0.005662332,0.00002364593,0.0001245732,0.000002028301,0.1908965,0.0004383929,0.0001821433,0.1302494,0.6682691,0.003730979],"study_design_scores_gemma":[0.0005315437,0.00004215981,0.08456638,0.00005084984,0.0001366314,0.000008827629,0.0920261,0.004895316,0.0000737338,0.003536258,0.8136058,0.0005263513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4346959,0.01825227,0.00181425,0.5234007,0.002291274,0.001579763,0.0003994307,0.000271544,0.01729484],"genre_scores_gemma":[0.7871157,0.001070361,0.001444798,0.00959237,0.0008270275,0.0002241209,0.0005150364,0.00004205308,0.1991685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5138083,"threshold_uncertainty_score":0.9998367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700807468613204,"score_gpt":0.3370593979330614,"score_spread":0.266978651071741,"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."}}