{"id":"W2888173343","doi":"10.4000/vertigo.20003","title":"Perception et observation : les principaux risques agro-climatique de l’agriculture pluviale dans l’ouest du Niger","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography; Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001624786,0.0002136963,0.0001578936,0.0004663015,0.0006895975,0.001393242,0.0001918216,0.0003041954,0.002014583],"category_scores_gemma":[0.003305422,0.0001769804,0.0001986121,0.0008669593,0.0009176797,0.0007267008,0.0009014928,0.0003978659,0.0001777372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065374,"about_ca_system_score_gemma":0.001116803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05504983,"about_ca_topic_score_gemma":0.06558179,"domain_scores_codex":[0.9990088,0.0004811476,0.00005822177,0.0001597994,0.000182802,0.0001092095],"domain_scores_gemma":[0.9980122,0.001013741,0.0004175352,0.000106053,0.0003420759,0.0001083057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783631,0.00005341797,0.8827024,0.0002605261,0.0000643923,0.0003785235,0.08195496,0.0009067751,0.005943953,0.0007072913,0.0003958759,0.02645363],"study_design_scores_gemma":[0.000008529108,0.0001597971,0.8634872,0.0001192063,0.00002839007,0.0001877741,0.1283485,0.001022998,0.001104092,0.0003903894,0.005110976,0.00003210892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941134,0.0001647115,0.001367605,0.000190173,0.000007207694,0.00002973269,0.0001784838,0.000006864301,0.003941974],"genre_scores_gemma":[0.9983475,0.0001548301,0.0005384907,0.00002475857,0.000002400836,0.00001745752,0.00004848316,0.000001192449,0.0008648991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05504983,"threshold_uncertainty_score":0.1094588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800597236451474,"score_gpt":0.2622023832725361,"score_spread":0.2341964109080214,"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."}}