{"id":"W4377834977","doi":"10.7202/1099213ar","title":"Maquette de couverture","year":2023,"lang":"fr","type":"article","venue":"Les Cahiers du CIÉRA","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009394243,0.0001459945,0.0001957034,0.0001124231,0.001582835,0.0001339444,0.000285361,0.0004650182,0.001300989],"category_scores_gemma":[0.0002073825,0.0001657275,0.0001243011,0.0009800037,0.0008242023,0.000258978,0.00003045582,0.0004149798,0.001342514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005745654,"about_ca_system_score_gemma":0.0004335386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01328376,"about_ca_topic_score_gemma":0.04316322,"domain_scores_codex":[0.9981418,0.0002688509,0.000225855,0.0002692081,0.000408545,0.0006857711],"domain_scores_gemma":[0.9991797,0.000151093,0.00009576589,0.0001843861,0.0000925579,0.0002965449],"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":[0.000006644913,0.00003327892,0.03318436,0.0001383039,0.00002568591,0.0000461118,0.06564588,0.00002999822,0.00002251231,0.3291071,0.5660297,0.005730479],"study_design_scores_gemma":[0.0002155185,0.00003818729,0.05193124,0.00004998029,0.00005330115,0.000004800344,0.01203959,0.0005454551,0.00001720863,0.06299188,0.8718782,0.000234629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8427319,0.004748025,0.0007578293,0.09627174,0.006062448,0.0003295708,0.00005999805,0.0003524374,0.04868605],"genre_scores_gemma":[0.5725179,0.03133617,0.000423325,0.007527465,0.004685341,0.00002387637,0.00004938481,0.00004266072,0.3833939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347079,"threshold_uncertainty_score":0.999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857856549511797,"score_gpt":0.2900273667640336,"score_spread":0.2714488012689157,"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."}}