{"id":"W4366697467","doi":"10.4000/hommesmigrations.14795","title":"Introduction","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","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":[0.0001006515,0.000117468,0.0001147569,0.0001071689,0.001079371,0.0005794155,0.00008601259,0.00006595951,0.01393726],"category_scores_gemma":[0.00004172359,0.0001190444,0.0001211342,0.0001808931,0.0002297078,0.0006173967,0.00003735047,0.0001528267,0.01398255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004119294,"about_ca_system_score_gemma":0.0000245726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003201492,"about_ca_topic_score_gemma":0.02477031,"domain_scores_codex":[0.9992114,0.00004272919,0.000194858,0.0001856296,0.000121183,0.0002441627],"domain_scores_gemma":[0.999595,0.0000338827,0.00004544132,0.0001791867,0.00009029422,0.00005620125],"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":[0.00000130388,0.00004078163,0.00001711286,0.00002876825,0.00002256438,0.000004030057,0.01955106,0.00002105398,0.0001212602,0.3056079,0.6705502,0.004033871],"study_design_scores_gemma":[0.00008686371,0.00003368649,0.0008499298,0.00002456538,0.00005941276,0.000005395106,0.01300181,0.0001766341,0.00005022345,0.005651981,0.9799132,0.0001462568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3483227,0.1041288,0.00005401536,0.4910623,0.01775496,0.0004924582,0.0008746705,0.0009094289,0.03640062],"genre_scores_gemma":[0.06704888,0.001772811,0.00002881673,0.0002187233,0.0110511,0.00002721013,0.0004543713,0.00001516457,0.9193829],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8829823,"threshold_uncertainty_score":0.9930251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900558151844693,"score_gpt":0.2547720494069507,"score_spread":0.2157664678885038,"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."}}