{"id":"W2977370463","doi":"","title":"Les migrations des Nords vers les Suds","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Geography","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005305422,0.0006336627,0.000587058,0.0002130001,0.002343167,0.0008646345,0.001879325,0.0008010073,0.001466909],"category_scores_gemma":[0.003025129,0.0006821613,0.0005134594,0.0006051813,0.002807108,0.0005092887,0.0007888433,0.0009127223,0.0005114315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002231039,"about_ca_system_score_gemma":0.001702934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1766697,"about_ca_topic_score_gemma":0.272076,"domain_scores_codex":[0.985212,0.01084565,0.0009510024,0.001134341,0.0009541358,0.0009028579],"domain_scores_gemma":[0.9891484,0.002502431,0.0008060073,0.002052583,0.005035415,0.0004552098],"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":[0.000008225754,0.0006479698,0.05797483,0.0002395535,0.0002063794,0.000002339087,0.249758,0.0006643587,0.001136757,0.6556377,0.006463566,0.02726031],"study_design_scores_gemma":[0.0008472005,0.000001239157,0.1400585,0.002121306,0.0002716134,0.000009158725,0.02002266,0.009087606,0.009156488,0.002768957,0.8142142,0.001440998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7104717,0.003456786,0.03197552,0.04738025,0.001308496,0.001184042,0.0002890227,0.0003813342,0.2035528],"genre_scores_gemma":[0.7559791,0.002434273,0.01993977,0.0003604048,0.0001413701,0.00007825405,0.0007592523,0.00007091257,0.2202366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8077507,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09687616555380606,"score_gpt":0.3408899543574382,"score_spread":0.2440137888036321,"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."}}