{"id":"W1601778575","doi":"","title":"Choix ou necessite : Les immigrants et leurs enfants choisissent-ils le travail autonome pour les memes raisons?","year":2012,"lang":"fr","type":"article","venue":"Direction des etudes analytiques : documents de recherche","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Humanities; Political science; Ethnology; Sociology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009344851,0.0006800002,0.0007123189,0.0003882012,0.001105021,0.0006857993,0.0006183166,0.001293457,0.002924687],"category_scores_gemma":[0.001076111,0.000710729,0.0005213144,0.001449551,0.000594802,0.002562998,0.0001104195,0.001366031,0.0001466477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631365,"about_ca_system_score_gemma":0.0008051937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09777173,"about_ca_topic_score_gemma":0.1991456,"domain_scores_codex":[0.9892724,0.006749406,0.0009226371,0.0007299695,0.0007143262,0.001611314],"domain_scores_gemma":[0.996921,0.0008735023,0.0006069698,0.0004337886,0.0003741395,0.0007906145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000846974,0.002160444,0.1940337,0.000272443,0.001192756,0.000008780471,0.113944,0.0004497898,0.001772237,0.0280546,0.008232385,0.6497942],"study_design_scores_gemma":[0.001306072,0.0001851496,0.1526479,0.0007047033,0.0006370358,0.00003109091,0.04682168,0.005810109,0.00296636,0.004601366,0.782656,0.001632546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8963805,0.03823578,0.007698068,0.01492042,0.00117239,0.0006765364,0.00009024031,0.0005742524,0.0402518],"genre_scores_gemma":[0.7584602,0.06547314,0.006582522,0.0009587233,0.0006656726,0.00008680854,0.00006348618,0.000102795,0.1676066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7744237,"threshold_uncertainty_score":0.9995344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2527994001217069,"score_gpt":0.448470557513814,"score_spread":0.1956711573921072,"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."}}