{"id":"W4394788058","doi":"10.4000/hommesmigrations.16989","title":"Fremont","year":2024,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002536598,0.0001524814,0.0001470251,0.00009524688,0.0007723204,0.000332712,0.0001333676,0.0001190679,0.004442994],"category_scores_gemma":[0.00009292553,0.0001489887,0.0001808278,0.000772597,0.0004138917,0.0004058096,0.00003390503,0.000186605,0.005421436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167161,"about_ca_system_score_gemma":0.0002391367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00400374,"about_ca_topic_score_gemma":0.04035868,"domain_scores_codex":[0.9987516,0.0001438549,0.0002411044,0.000265771,0.0002619452,0.0003357379],"domain_scores_gemma":[0.9994196,0.0001927362,0.00002805217,0.0001607523,0.00007227207,0.0001266134],"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":[5.072204e-7,0.00003523729,0.00008791844,0.00002370979,0.00004399564,0.000007271903,0.02740552,0.000009068558,0.00001718361,0.2725342,0.6411344,0.05870092],"study_design_scores_gemma":[0.00004168001,0.00002398782,0.0004551171,0.0001148798,0.00007271439,0.000002887509,0.014975,0.001116087,0.00002030093,0.006120741,0.9768899,0.0001666725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003534798,0.7060998,0.001829646,0.1347672,0.006038404,0.0002246558,0.0001221391,0.0002974395,0.1470858],"genre_scores_gemma":[0.4983607,0.01026682,0.0004705071,0.0008243647,0.001699391,0.00004295478,0.00002788337,0.00001672375,0.4882907],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.695833,"threshold_uncertainty_score":0.9964671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03547521894874024,"score_gpt":0.3262914749896169,"score_spread":0.2908162560408766,"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."}}