{"id":"W4254242692","doi":"10.4000/hommesmigrations.841","title":"Langues et migrations","year":2010,"lang":"fr","type":"paratext","venue":"Hommes & migrations","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057642,0.0003091431,0.0003632275,0.001371389,0.004584937,0.006029629,0.0003178374,0.0008257551,0.01534753],"category_scores_gemma":[0.002774884,0.0001024879,0.0001509478,0.003603466,0.006187381,0.003964064,0.002939552,0.001192481,0.001300052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004601204,"about_ca_system_score_gemma":0.002669492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06102664,"about_ca_topic_score_gemma":0.07622951,"domain_scores_codex":[0.998456,0.0009524416,0.00005922609,0.0001221818,0.0002002435,0.0002098472],"domain_scores_gemma":[0.9990352,0.0004502832,0.000136726,0.0001001851,0.0001513107,0.0001261895],"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":[0.00004872497,0.00002714427,0.005440266,0.0003691739,0.00001268215,0.0004022229,0.2311841,0.0001855218,0.0003289568,0.6212225,0.0372369,0.1035418],"study_design_scores_gemma":[0.000004541051,0.00003324603,0.01019737,0.0004686245,0.000006869951,0.0002630656,0.09362592,0.00006127327,0.00009158004,0.0211206,0.8741106,0.00001639356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1772476,0.04194369,0.001461952,0.03906227,0.001187742,0.00004506142,0.0009405185,0.0001191636,0.737992],"genre_scores_gemma":[0.8877527,0.01954694,0.0006558821,0.002104761,0.0003331022,0.00005781902,0.0003006631,0.00006869846,0.08917934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06102664,"threshold_uncertainty_score":0.1213428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03810108958991913,"score_gpt":0.3384271124931409,"score_spread":0.3003260229032217,"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."}}