{"id":"W1928924260","doi":"10.4000/eps.3788","title":"Migrations, emplois et discriminations","year":2009,"lang":"fr","type":"article","venue":"Espace populations sociétés","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Political science; Humanities; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005423839,0.0002797792,0.0003153126,0.00008701243,0.001516551,0.0002668558,0.0003080462,0.0002974683,0.00192012],"category_scores_gemma":[0.0002647035,0.0003004587,0.0003359283,0.0005438546,0.000344304,0.001469479,0.00003903414,0.0003834815,0.0004813625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008195984,"about_ca_system_score_gemma":0.000325585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008267718,"about_ca_topic_score_gemma":0.02180417,"domain_scores_codex":[0.9979154,0.0002685251,0.0004872343,0.0004127938,0.0003725661,0.0005434569],"domain_scores_gemma":[0.9988305,0.0001029993,0.0003497372,0.0003990538,0.0001316381,0.0001860495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003769735,0.0002481237,0.004348834,0.000007210353,0.0000246448,0.000001652179,0.04575369,0.0005649462,0.00001020552,0.8368164,0.0853269,0.02689366],"study_design_scores_gemma":[0.0003768281,0.0000693601,0.1969348,0.00006436133,0.0000993963,0.000003093996,0.01279784,0.0006787916,0.000005806462,0.1703264,0.6181802,0.0004631174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1740158,0.008397833,0.004240187,0.7370827,0.004759465,0.0006611928,0.00024792,0.0002030504,0.07039188],"genre_scores_gemma":[0.8219637,0.001677395,0.004478627,0.00244021,0.0006666784,0.00002611681,0.0001028252,0.0000247044,0.1686197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7346425,"threshold_uncertainty_score":0.9999447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032124643613088,"score_gpt":0.4416336430905951,"score_spread":0.3384211787292863,"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."}}