{"id":"W4233691855","doi":"10.4000/hommesmigrations.4012","title":"Senthil Paramalingam","year":2017,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000749032,0.0003521427,0.000297668,0.0005057571,0.004901553,0.002640741,0.0007602141,0.001307995,0.163971],"category_scores_gemma":[0.002836252,0.0002715499,0.0001542942,0.0003695111,0.001183944,0.001662731,0.003095998,0.003059674,0.02594468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808311,"about_ca_system_score_gemma":0.00666044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00988432,"about_ca_topic_score_gemma":0.01440066,"domain_scores_codex":[0.999348,0.0001693687,0.0000339521,0.0001283496,0.0001462575,0.000174012],"domain_scores_gemma":[0.9982525,0.0002108818,0.0001107631,0.00007051299,0.0003564873,0.0009988328],"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":[0.00008751817,0.00009747198,0.006398499,0.0007798922,0.00001485815,0.004247998,0.01500978,0.00006764739,0.001256811,0.0271851,0.7822503,0.1626041],"study_design_scores_gemma":[0.000005935094,0.00004046972,0.003528203,0.0003098271,0.000005067182,0.001946367,0.01240568,0.00003696389,0.0002500166,0.001595905,0.9798621,0.00001349865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05806052,0.03148132,0.00147028,0.3476444,0.02300195,0.0002510154,0.001057045,0.000338173,0.5366953],"genre_scores_gemma":[0.1553464,0.01680395,0.0008335601,0.03545532,0.001337187,0.0001193728,0.0002695805,0.0001401003,0.7896945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.836029,"threshold_uncertainty_score":0.5485376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04324078010150228,"score_gpt":0.3268518909290271,"score_spread":0.2836111108275248,"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."}}