{"id":"W4210709975","doi":"10.4000/hommesmigrations.13454","title":"Haut et fort","year":2021,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001724662,0.0001993468,0.0004437987,0.00009269822,0.0002724584,0.00001409518,0.00006522956,0.0001853727,0.001105049],"category_scores_gemma":[0.0003835587,0.0002010077,0.0001775287,0.0003033253,0.0003020242,0.0001154123,0.00006440852,0.0003904918,0.001099367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114984,"about_ca_system_score_gemma":0.0008499251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000845786,"about_ca_topic_score_gemma":0.0009391403,"domain_scores_codex":[0.9985217,0.0001483099,0.000394753,0.000307863,0.0002145455,0.0004128702],"domain_scores_gemma":[0.9987279,0.0002687587,0.00007651538,0.000488392,0.000218219,0.0002202286],"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":[0.00000718662,0.0002883766,0.004577138,0.0001429732,0.0002171873,0.0008740502,0.002111093,0.000003622068,0.0002077886,0.01040254,0.9734213,0.007746718],"study_design_scores_gemma":[0.000921888,0.00008805515,0.005806867,0.0003147944,0.0005498659,0.0005538019,0.006078077,0.0001614036,0.0003106607,0.0002770898,0.9847745,0.0001629797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004677146,0.7083583,0.002093377,0.1213641,0.004217089,0.0001824927,0.00004981578,0.0000663311,0.1589913],"genre_scores_gemma":[0.08844795,0.02270443,0.003758141,0.1932441,0.002461565,0.0001204344,0.0007061128,0.00006511244,0.6884921],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6856539,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817064663373968,"score_gpt":0.3087820876481706,"score_spread":0.2806114410144309,"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."}}