{"id":"W3005835784","doi":"10.4000/hommesmigrations.10777","title":"Migrants : questions de solidarité","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Political science; 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":["insufficient_payload"],"category_scores_codex":[0.001275429,0.0003339745,0.0004947913,0.000106061,0.001887327,0.0001159524,0.000306051,0.000759211,0.004029632],"category_scores_gemma":[0.002906245,0.0003555313,0.0002058672,0.0007184201,0.000147137,0.0006621325,0.0001062072,0.001895553,0.004771256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182445,"about_ca_system_score_gemma":0.002397509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01742711,"about_ca_topic_score_gemma":0.01924505,"domain_scores_codex":[0.9928588,0.004164667,0.001057748,0.0004938026,0.0003133935,0.001111641],"domain_scores_gemma":[0.9954631,0.002115532,0.0004253741,0.0004771647,0.0003244238,0.001194408],"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":[0.00002889804,0.0001927808,0.00961146,0.0009579989,0.00008670087,0.00004158889,0.05231166,0.00005296665,0.0001861966,0.02219682,0.8680994,0.04623352],"study_design_scores_gemma":[0.000442308,0.0001740837,0.008399225,0.0007015275,0.0001404769,0.00002552659,0.01534556,0.002323575,0.00001665661,0.000901807,0.9712126,0.0003166072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01239603,0.1822663,0.0113328,0.7738222,0.003024843,0.001429209,0.001094212,0.0003294558,0.01430485],"genre_scores_gemma":[0.9088492,0.003482885,0.005333493,0.02947668,0.004582161,0.0002875205,0.0001346846,0.00009121856,0.0477621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8964532,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186865745374349,"score_gpt":0.4456874612786292,"score_spread":0.3270008867411943,"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."}}