{"id":"W2888093971","doi":"10.4000/vertigo.19885","title":"Analyse spatiale multicritère et identification des sols propices à la production du maïs à Ouessè au Bénin","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008964695,0.0001939193,0.0002138099,0.00007186525,0.000469152,0.0001586722,0.0002483982,0.0001457446,0.002096402],"category_scores_gemma":[0.0005307887,0.0001722119,0.0001380953,0.0005629209,0.001330522,0.0008155673,0.0001156934,0.000138729,0.001686101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003228102,"about_ca_system_score_gemma":0.00005309756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01865981,"about_ca_topic_score_gemma":0.05051118,"domain_scores_codex":[0.9978016,0.000465604,0.0003845074,0.0005999941,0.0003729199,0.0003753508],"domain_scores_gemma":[0.9990926,0.00007354681,0.0001325281,0.0004879191,0.00007721061,0.0001362415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003466522,0.0003774828,0.9191,0.00009165722,0.00007415856,0.000004110358,0.00851676,0.0009165732,0.01618759,0.000139555,0.001237208,0.0533202],"study_design_scores_gemma":[0.0002259206,0.000104011,0.9189435,0.00007328399,0.0002815326,0.00001066858,0.001067602,0.01701915,0.03848087,0.001231824,0.02227657,0.0002850217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887775,0.000397135,0.003034903,0.004957468,0.0007698871,0.0002358288,0.00001539465,0.00004962278,0.001762287],"genre_scores_gemma":[0.9912851,0.0002437443,0.001501168,0.00009210365,0.0005338846,0.00003222578,0.00002213067,0.00001501657,0.006274562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05303518,"threshold_uncertainty_score":0.9990912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636831014174219,"score_gpt":0.2597651072129829,"score_spread":0.2433967970712407,"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."}}