{"id":"W7030453897","doi":"","title":"Nutrient Transport: Environmental Sustainability State of Research","year":2019,"lang":"en","type":"report","venue":"The Atrium (University of Guelph)","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Agri-Food Innovation Alliance; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Sustainability; State (computer science); Theme (computing); Environmental Sustainability Index; Nutrient; Sustainable development","routes":{"ca_aff":false,"ca_fund":true,"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":[0.005532556,0.001093576,0.001103814,0.004817674,0.00171938,0.00749841,0.001620375,0.001635882,0.01109054],"category_scores_gemma":[0.005240214,0.0004599658,0.0006689742,0.01486109,0.002881541,0.007765084,0.003031374,0.001755751,0.002413643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03105993,"about_ca_system_score_gemma":0.0476814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5046148,"about_ca_topic_score_gemma":0.5876552,"domain_scores_codex":[0.9971797,0.0002653476,0.0001924452,0.0004290166,0.001397814,0.0005356367],"domain_scores_gemma":[0.9933595,0.0009881376,0.000564353,0.0003406426,0.004296385,0.0004509219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005703345,0.0001028318,0.009961958,0.01179378,0.00012888,0.0002516458,0.0008667625,0.002078285,0.004230387,0.05396218,0.3305476,0.5855052],"study_design_scores_gemma":[0.000009146437,0.0000777044,0.01352419,0.003229251,0.00008110845,0.0000951319,0.001494509,0.0004934307,0.002448749,0.007361684,0.9711412,0.0000438985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01204169,0.7839326,0.002628996,0.04864722,0.002612579,0.0001325919,0.01473697,0.0002460798,0.1350213],"genre_scores_gemma":[0.08818197,0.861976,0.003155493,0.002929591,0.001021112,0.0001412087,0.009817896,0.000140595,0.03263617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5046148,"threshold_uncertainty_score":0.9966052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924136219954523,"score_gpt":0.2542290888781932,"score_spread":0.234987726678648,"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."}}