{"id":"W1730195943","doi":"10.4000/hommesmigrations.3042","title":"Richard Beraha, La Chine à Paris. Enquête au cœur d’un monde méconnu","year":2014,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"China's Global Influence and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Art; Humanities; Chine; China; Geography; Archaeology","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":[0.0008574596,0.0003673824,0.0003865084,0.0001189409,0.001448999,0.0003290525,0.0004052033,0.0003925604,0.0006134313],"category_scores_gemma":[0.0003305897,0.00037884,0.0002923071,0.0008748423,0.0006273132,0.001165482,0.00008473488,0.0004059175,0.0008670332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413698,"about_ca_system_score_gemma":0.0003603299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02870402,"about_ca_topic_score_gemma":0.03778016,"domain_scores_codex":[0.996972,0.0007007436,0.0006116175,0.0005107776,0.0004810816,0.0007237619],"domain_scores_gemma":[0.9982941,0.0004245261,0.0002795135,0.0004746547,0.0001855185,0.0003416804],"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":[0.00001611941,0.0005651187,0.01317246,0.00003949151,0.0001285355,0.000008986875,0.04725111,0.0006107784,0.0007051106,0.2759383,0.557224,0.1043401],"study_design_scores_gemma":[0.0004278574,0.0001056173,0.02092434,0.00008675086,0.0001626821,0.00001043388,0.002959718,0.001853097,0.0002184389,0.03778242,0.935028,0.0004406653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6947814,0.1160224,0.009040262,0.08461285,0.003718437,0.001281174,0.0004218486,0.0004530524,0.08966856],"genre_scores_gemma":[0.9569266,0.004441107,0.00116744,0.002341486,0.002042774,0.00009558192,0.0001614981,0.00003150314,0.03279205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.377804,"threshold_uncertainty_score":0.9999109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215935503299312,"score_gpt":0.2804648562375992,"score_spread":0.2683055012046061,"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."}}