{"id":"W4391839231","doi":"10.1080/16583655.2024.2316361","title":"Investigating global warming's influence on food security in Benin: in-depth analysis of potential implications of climate variability on maize production","year":2024,"lang":"en","type":"article","venue":"Journal of Taibah University for Science","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Food security; Environmental science; Global warming; Production (economics); Climate change; Climatology; Agronomy; Agroforestry; Agriculture; Ecology; Biology; Economics; 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":[0.0002237585,0.0002248158,0.0001314532,0.0005656386,0.0002402875,0.0005566115,0.0001166742,0.0002013354,0.001197915],"category_scores_gemma":[0.0002300248,0.00007035792,0.0001989673,0.0005797393,0.0001505272,0.0003309702,0.0002797607,0.0001999299,0.00007559408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006446937,"about_ca_system_score_gemma":0.0003861773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01921256,"about_ca_topic_score_gemma":0.02997349,"domain_scores_codex":[0.9999233,0.00002819009,0.000002291959,0.000008838815,0.00001023712,0.00002710451],"domain_scores_gemma":[0.9998673,0.00005010999,0.00003376517,0.000004539319,0.00002727755,0.00001697065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002308376,0.0001349468,0.9505006,0.0001902257,0.0001948761,0.001045619,0.001556595,0.01249972,0.008072552,0.002334863,0.0007198595,0.02251924],"study_design_scores_gemma":[0.000003042932,0.00004864727,0.979762,0.00003454546,0.00003322236,0.00007607679,0.003753181,0.01252925,0.0008487882,0.0006010048,0.00230133,0.000008800717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973786,0.000438622,0.0002535447,0.0002506933,0.000005322591,0.000005584282,0.0002199727,0.000003499557,0.001444179],"genre_scores_gemma":[0.9991133,0.0003084422,0.000110504,0.00001522213,0.000005265169,0.000003890865,0.0001348335,0.000001517206,0.000307102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921256,"threshold_uncertainty_score":0.03820151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085237007346113,"score_gpt":0.2408140122783609,"score_spread":0.2299616422048998,"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."}}