{"id":"W1977417876","doi":"10.4141/s05-101","title":"A proposed approach to estimate and reduce net greenhouse gas emissions from whole farms","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Modular design; Environmental science; Agroecosystem; Agricultural engineering; Unit (ring theory); Integrator; Computer science; Agriculture; Mathematics; Engineering; Ecology","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":[0.001062732,0.0006136488,0.0006963173,0.0004791518,0.0004978516,0.00155047,0.001810451,0.001395623,0.002524411],"category_scores_gemma":[0.001617746,0.0003821946,0.0006933401,0.0004952797,0.0006102781,0.001829903,0.001313211,0.0006666718,0.000401599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008970427,"about_ca_system_score_gemma":0.002326659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004391227,"about_ca_topic_score_gemma":0.004568737,"domain_scores_codex":[0.9994603,0.000110666,0.00003402535,0.0001852862,0.0001694633,0.00004021528],"domain_scores_gemma":[0.9993804,0.0001313836,0.00005413498,0.0001111242,0.0002863271,0.00003680183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001090067,0.0001650796,0.002507872,0.0001345636,0.0001290035,0.00009318115,0.0001160128,0.8019508,0.01353867,0.03256194,0.001561012,0.1471328],"study_design_scores_gemma":[0.00002934569,0.00006455488,0.0003121371,0.00001005891,0.00002894591,0.00003288947,0.00002302412,0.9852856,0.00308065,0.00852074,0.002597493,0.00001456093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008049069,0.00004198731,0.9899223,0.0001290621,0.00001921588,0.00005708091,0.0000395704,0.0003024655,0.00143924],"genre_scores_gemma":[0.2107661,0.0001123089,0.7838182,0.0001294271,0.00003225181,0.0003365552,0.0001581287,0.00005489217,0.00459213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004391227,"threshold_uncertainty_score":0.008731306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007430963396395358,"score_gpt":0.2165658877173752,"score_spread":0.2091349243209799,"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."}}