{"id":"W7084095867","doi":"10.4000/14u0y","title":"Dynamique d’intensification, production cotonnière et transition agroécologique au sud-Bénin : des contradictions insurmontables ?","year":2025,"lang":"fr","type":"article","venue":"VertigO","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decentralization; Western europe; Regional studies; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002423737,0.0002367377,0.0002743299,0.001194855,0.001526612,0.004166262,0.0005051033,0.0004049996,0.002187143],"category_scores_gemma":[0.002271867,0.0001608986,0.0001304028,0.002686341,0.003915168,0.001584777,0.001441918,0.0006804243,0.00009247694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009104826,"about_ca_system_score_gemma":0.005607135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.109762,"about_ca_topic_score_gemma":0.1618811,"domain_scores_codex":[0.9985935,0.0008027267,0.00004313121,0.0002174005,0.0001711656,0.0001720541],"domain_scores_gemma":[0.9986163,0.0008665221,0.0002059412,0.00005565265,0.0001955089,0.00006001748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004323733,0.0001107516,0.3238693,0.002209022,0.0001631891,0.001778783,0.2434748,0.002526495,0.008330486,0.2192492,0.001846154,0.1960095],"study_design_scores_gemma":[0.00002833885,0.0001208388,0.5204232,0.001472534,0.00009063893,0.0005326525,0.3508617,0.002367161,0.002071636,0.02799009,0.09397573,0.0000655351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196251,0.01278379,0.007580166,0.01241693,0.00009838867,0.0001051064,0.000227408,0.00002109845,0.04714201],"genre_scores_gemma":[0.9932265,0.002482242,0.001718217,0.0003001152,0.00001666613,0.00004514421,0.00003668484,0.000007430494,0.002166965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109762,"threshold_uncertainty_score":0.2182462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083380467582484,"score_gpt":0.2433005627290116,"score_spread":0.2224667580531868,"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."}}