{"id":"W3083689379","doi":"10.4000/hommesmigrations.11602","title":"De 1973 au Covid-19","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; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","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":[0.001800831,0.0002658354,0.0004098486,0.00008291935,0.002072753,0.00008893245,0.0002702608,0.0006294966,0.007484425],"category_scores_gemma":[0.007252281,0.0002744564,0.0001587399,0.0005902709,0.0001294191,0.0004740188,0.0001046344,0.001427347,0.004353802],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007782411,"about_ca_system_score_gemma":0.0100288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05007544,"about_ca_topic_score_gemma":0.0369439,"domain_scores_codex":[0.9927704,0.004623156,0.0008858177,0.0004385191,0.0002779786,0.001004169],"domain_scores_gemma":[0.9930477,0.003662243,0.0004261941,0.0004238485,0.0001580379,0.002281976],"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":[0.00002937823,0.00008334927,0.02228687,0.00161856,0.0000450097,0.00003986111,0.1112065,0.0000702855,0.00004896431,0.02071033,0.8276161,0.0162448],"study_design_scores_gemma":[0.0004582421,0.0001560321,0.003981407,0.0001909164,0.00008104904,0.00002017681,0.03313436,0.001004584,0.000005200267,0.0006222366,0.9601028,0.0002429817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01102598,0.07844801,0.01209331,0.8806376,0.002537313,0.001200518,0.0007009354,0.0002192184,0.01313714],"genre_scores_gemma":[0.7532399,0.001485531,0.002959466,0.1706793,0.006164711,0.0002657796,0.0001638227,0.00007098018,0.06497049],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.742214,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.214738206832408,"score_gpt":0.4951317629127379,"score_spread":0.2803935560803299,"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."}}