{"id":"W4241649105","doi":"10.4000/hommesmigrations.3608","title":"Collectif, Dépasser la frontière","year":2016,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Passer; Political science; Sociology; Sparrow; Biology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002662459,0.0001769852,0.0002355434,0.00005399493,0.001302966,0.0001167263,0.0002056554,0.0002245096,0.001903627],"category_scores_gemma":[0.000332351,0.0001388643,0.0001886441,0.0005652395,0.001065378,0.0003388244,0.00005059927,0.0001168352,0.0008682265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711169,"about_ca_system_score_gemma":0.0002721238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008676541,"about_ca_topic_score_gemma":0.07933687,"domain_scores_codex":[0.9984128,0.0003543306,0.0002347946,0.0002581592,0.000289146,0.0004507349],"domain_scores_gemma":[0.998853,0.0006021677,0.00008868824,0.0001688747,0.0001358523,0.000151421],"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":[0.000001916938,0.00009918161,0.001913513,0.000004081126,0.00006422169,0.000003419789,0.01447026,3.60828e-7,0.00003565631,0.1831784,0.766355,0.03387395],"study_design_scores_gemma":[0.0002697805,0.00003630086,0.007181513,0.00006737154,0.00006152476,8.108589e-7,0.005098742,0.00000443929,0.00002587175,0.0165947,0.9704486,0.0002104055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0140623,0.4167132,0.002049028,0.1326234,0.006843513,0.0004592775,0.0002290299,0.0001967268,0.4268236],"genre_scores_gemma":[0.3344901,0.006788291,0.0003362033,0.0003435131,0.001347029,0.00005633034,0.000003287906,0.00001505388,0.6566201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4099249,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865408451007122,"score_gpt":0.2693559584599528,"score_spread":0.2407018739498816,"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."}}