{"id":"W4414395180","doi":"10.1080/23311932.2025.2562179","title":"Selective agricultural and environmental practices to sustain food production and mitigate climate change","year":2025,"lang":"en","type":"article","venue":"Cogent Food & Agriculture","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University","keywords":"Agriculture; Sustainable agriculture; Agricultural diversification; Sustainability; Greenhouse gas; Climate change; Food security; Agricultural productivity; Vulnerability (computing); Food processing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002914602,0.0005372198,0.0004949673,0.002895349,0.0007361661,0.002284369,0.0007508837,0.001113115,0.002279565],"category_scores_gemma":[0.004238318,0.0001452588,0.0005344811,0.004076902,0.001279703,0.00233403,0.001297841,0.0007274914,0.0004069628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340958,"about_ca_system_score_gemma":0.00469481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436048,"about_ca_topic_score_gemma":0.009211246,"domain_scores_codex":[0.9986914,0.0006160763,0.0001608344,0.0001872557,0.0002499576,0.00009445973],"domain_scores_gemma":[0.9971611,0.001552833,0.000562673,0.0001759907,0.0004839588,0.00006348195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008823207,0.0001734412,0.01045703,0.0728674,0.0008710971,0.0008935615,0.005241018,0.003145081,0.006681383,0.0591226,0.0131141,0.8273451],"study_design_scores_gemma":[0.00003981039,0.000366571,0.03078692,0.0654275,0.001259357,0.001339744,0.0179611,0.0008449351,0.005302856,0.05606287,0.8205088,0.00009956553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04691193,0.8624858,0.01582937,0.0195362,0.0008570286,0.0002547854,0.0008177068,0.0001061184,0.05320108],"genre_scores_gemma":[0.2942263,0.673497,0.02414444,0.004240918,0.0004131034,0.0002562235,0.0004192901,0.0000315967,0.002771234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002914602,"threshold_uncertainty_score":0.01541412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325303107948926,"score_gpt":0.210370011354598,"score_spread":0.1971169802751087,"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."}}