{"id":"W4413599116","doi":"10.64628/aam.ushvycxcj","title":"The federal government’s plan to cut fertilizer emissions will not threaten food security","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Food security; Government (linguistics); Plan (archaeology); Fertilizer; Natural resource economics; Business; Agricultural economics; Environmental planning; Environmental protection; Environmental science; Economics; Geography; Agriculture; Ecology; Biology","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":[0.002214293,0.0002615546,0.0003652789,0.0006106552,0.002355659,0.002800494,0.0003965172,0.006559683,0.01801906],"category_scores_gemma":[0.008693573,0.0001989848,0.0005032015,0.0006133687,0.0009435986,0.001672763,0.0009496237,0.002597347,0.002699653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630358,"about_ca_system_score_gemma":0.008379562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04539898,"about_ca_topic_score_gemma":0.05914907,"domain_scores_codex":[0.9988568,0.0002351504,0.00002437386,0.000115763,0.0004122774,0.0003556891],"domain_scores_gemma":[0.9981757,0.0006820605,0.0001196594,0.0001714093,0.0005003655,0.0003507752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002730791,0.0002316456,0.01506118,0.00007983387,0.00006562278,0.0001922596,0.0005522942,0.000785364,0.001138534,0.3804375,0.5233203,0.07786254],"study_design_scores_gemma":[0.00018232,0.0001389902,0.04955778,0.0002601095,0.00009810529,0.0002769549,0.001945373,0.00267913,0.002330138,0.1410241,0.8014563,0.00005063038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04978848,0.001367061,0.002320104,0.5716233,0.00404418,0.00005261903,0.002322896,0.0001224741,0.3683589],"genre_scores_gemma":[0.6116287,0.002390384,0.006215336,0.1084504,0.002176437,0.0001661463,0.00105497,0.00008194913,0.2678356],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.954601,"threshold_uncertainty_score":0.09026945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1952610209228222,"score_gpt":0.4380620335671889,"score_spread":0.2428010126443667,"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."}}