{"id":"W4254726934","doi":"10.4000/remi.248","title":"Routes et réseaux migratoires","year":2004,"lang":"fr","type":"paratext","venue":"Revue européenne de migrations internationales","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0007838174,0.0009607656,0.0007868028,0.0005915746,0.00109123,0.0008474378,0.001460653,0.0007069024,0.004587033],"category_scores_gemma":[0.001299881,0.001046874,0.0007555659,0.0006870223,0.001682941,0.0007812058,0.0002114021,0.00101808,0.01110163],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007303972,"about_ca_system_score_gemma":0.004915622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01702331,"about_ca_topic_score_gemma":0.09078153,"domain_scores_codex":[0.9938163,0.001340154,0.001509643,0.001187183,0.001022206,0.001124492],"domain_scores_gemma":[0.99515,0.000990978,0.000982518,0.0007367466,0.001626929,0.0005127942],"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":[0.00001450234,0.0004137394,0.002464606,0.000220987,0.0004444665,0.00004341611,0.05134228,0.01679336,0.0003362416,0.6340693,0.2934291,0.0004280052],"study_design_scores_gemma":[0.0005094553,0.00007491485,0.01119235,0.001024414,0.0002272813,0.0001046126,0.005248128,0.002374552,0.0003248096,0.002539869,0.9752795,0.001100155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3197503,0.05828122,0.01568568,0.3501234,0.01917679,0.00367028,0.007318748,0.0008622539,0.2251313],"genre_scores_gemma":[0.1721173,0.01330738,0.006402883,0.009163844,0.005047728,0.0002254728,0.004234912,0.0001970718,0.7893034],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6818504,"threshold_uncertainty_score":0.9991981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128597924019357,"score_gpt":0.404694493442418,"score_spread":0.2760965694230609,"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."}}