{"id":"W4390735142","doi":"10.4000/hommesmigrations.16136","title":"Banel et Adama","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006701879,0.0006702556,0.0003128925,0.0005501232,0.005089319,0.003566779,0.0003665822,0.001046892,0.01702601],"category_scores_gemma":[0.001275619,0.0002256738,0.0001693281,0.0004732936,0.003993809,0.002311657,0.002243959,0.003495773,0.003840767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002034608,"about_ca_system_score_gemma":0.001075061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555585,"about_ca_topic_score_gemma":0.01041519,"domain_scores_codex":[0.9991942,0.0003328288,0.00002322592,0.000111048,0.0001822138,0.0001564602],"domain_scores_gemma":[0.999724,0.00006814391,0.00004049246,0.00001940076,0.00008101841,0.00006690527],"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":[0.0004224455,0.00007688274,0.002334977,0.0005064263,0.00002703291,0.002316233,0.09311358,0.00008121945,0.006667605,0.6187508,0.1736606,0.1020423],"study_design_scores_gemma":[0.000007124016,0.00002187027,0.001046487,0.0001063935,0.000004717717,0.0005355871,0.006561115,0.00002607321,0.0005042474,0.00276731,0.9884114,0.000007748851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05055994,0.02439309,0.001120191,0.03129048,0.008421886,0.00006160115,0.000193233,0.0001127348,0.8838469],"genre_scores_gemma":[0.413911,0.01105663,0.001233529,0.00683349,0.001408596,0.00008449963,0.0001139151,0.0001530525,0.5652053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01702601,"threshold_uncertainty_score":0.05695766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933309586355346,"score_gpt":0.2820447113242986,"score_spread":0.2427116154607452,"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."}}