{"id":"W7037865977","doi":"","title":"Estimating Carbon Footprint and Environmentally Adjusted Productivity of Ontario Dairy Farms","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Biochemical and Molecular Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon footprint; Greenhouse gas; Productivity; Production (economics); Life-cycle assessment; Ecological footprint; Carbon fibers; Dairy industry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000273658,0.0002857636,0.0001484009,0.0007791649,0.0004719596,0.0006390312,0.0003895209,0.0001761648,0.0008337176],"category_scores_gemma":[0.0008139139,0.0001554849,0.000417166,0.001839293,0.0002396327,0.0002507958,0.0003039678,0.0001311338,0.0001810362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01538001,"about_ca_system_score_gemma":0.006244256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.94989,"about_ca_topic_score_gemma":0.9692449,"domain_scores_codex":[0.9997019,0.00001699649,0.00001216877,0.00005463045,0.0001555091,0.00005875161],"domain_scores_gemma":[0.9996806,0.00003534428,0.00004719113,0.00001826121,0.0001982666,0.00002028823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001489251,0.00003712196,0.8316771,0.0001496222,0.0002292281,0.000256668,0.001056571,0.1012822,0.01216835,0.001623072,0.001780202,0.04959096],"study_design_scores_gemma":[0.000006465199,0.00001999761,0.9615623,0.0000137413,0.00003634943,0.00002544918,0.0005836395,0.02949764,0.002935941,0.0002153231,0.005080054,0.00002307971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848823,0.000123035,0.002767573,0.00006499513,0.000002127832,0.00003786182,0.003753792,0.00003138508,0.008337008],"genre_scores_gemma":[0.9875328,0.0001910388,0.004737189,0.00001261732,0.000001190425,0.00003148065,0.002780326,0.0000107313,0.004702595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05010998,"threshold_uncertainty_score":0.1115903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089010626538184,"score_gpt":0.2190151207432819,"score_spread":0.2081250144779001,"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."}}