{"id":"W4390729683","doi":"10.4000/hommesmigrations.16388","title":"Jean-Paul Demoule, Homo Migrans. De la sortie d’Afrique au grand confinement","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; 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":[0.002066793,0.0003330332,0.0004081479,0.000310852,0.002702031,0.0003997269,0.0004061143,0.0004231811,0.001977968],"category_scores_gemma":[0.0003863409,0.0003750004,0.0003077456,0.001642796,0.0008940406,0.0004417962,0.00006116732,0.0004246411,0.000962891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000442381,"about_ca_system_score_gemma":0.001839141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07109944,"about_ca_topic_score_gemma":0.6291795,"domain_scores_codex":[0.9961855,0.0009053026,0.0007097403,0.0004943936,0.0006107203,0.001094371],"domain_scores_gemma":[0.9978576,0.0007860173,0.0002343117,0.0004051609,0.0002166041,0.0005003576],"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":[0.00001141491,0.0003313561,0.032088,0.0001704524,0.00008285349,0.00002487778,0.0661296,0.0002510107,0.0001036911,0.06801131,0.8265933,0.00620218],"study_design_scores_gemma":[0.0006354239,0.0001018179,0.06363518,0.0001223722,0.0002031455,0.000009543996,0.01431907,0.001103005,0.0001000305,0.03016525,0.8891596,0.0004456082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6353818,0.08865284,0.008020629,0.2310891,0.004383821,0.00200167,0.0008490484,0.0008361064,0.028785],"genre_scores_gemma":[0.8213015,0.03367382,0.0004874349,0.00123396,0.00172002,0.0002211894,0.0003405232,0.00005058877,0.140971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5580801,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648907025784281,"score_gpt":0.3274848758955405,"score_spread":0.3009958056376977,"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."}}