{"id":"W2803879103","doi":"10.4000/hommesmigrations.4077","title":"Vive le modèle allemand","year":2018,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Philosophy; 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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001911363,0.0001303823,0.0001809495,0.00003498131,0.001442873,0.0001261554,0.0002024905,0.0001833779,0.001520705],"category_scores_gemma":[0.0001547514,0.0001367313,0.0001267275,0.0003405149,0.001904058,0.0003483768,0.00004829728,0.0001242305,0.001955636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000727163,"about_ca_system_score_gemma":0.0002931553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02687295,"about_ca_topic_score_gemma":0.04626139,"domain_scores_codex":[0.9986136,0.0002182575,0.0002039894,0.000215752,0.0002290519,0.0005193275],"domain_scores_gemma":[0.9992151,0.0001636556,0.00005081297,0.0001591097,0.0001605394,0.0002507287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001929586,0.0001641083,0.0001385002,0.00000515711,0.00002953008,0.000002002451,0.03919629,9.173104e-7,0.00005324988,0.7174301,0.2349297,0.008048486],"study_design_scores_gemma":[0.0001201185,0.0000674301,0.0009839486,0.00002388288,0.00003638285,5.529474e-7,0.01546939,0.0001587019,0.0002742342,0.09775878,0.8849434,0.0001631294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1406406,0.09525306,0.002223076,0.2351996,0.003196337,0.0004279572,0.0002138584,0.0001927623,0.5226528],"genre_scores_gemma":[0.7326725,0.0003086591,0.0004629231,0.0009690365,0.002617923,0.0000148469,0.0000104366,0.000009683739,0.262934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6500137,"threshold_uncertainty_score":0.9998571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741190911871296,"score_gpt":0.3261428058145205,"score_spread":0.2787308966958076,"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."}}