{"id":"W7067375724","doi":"","title":"Livestock production and stream health in the Great Lakes Basin, an agroecosystem health approach","year":2001,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livestock; Agroecosystem; Watershed; Agriculture; Index of biological integrity; STREAMS; Benthic zone; Habitat; Ecosystem health; Ecological health","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":[0.0003928535,0.0004351931,0.000207964,0.001689702,0.0004642106,0.001544273,0.0004444318,0.0003098524,0.0008751061],"category_scores_gemma":[0.0007245523,0.0001665986,0.0003220273,0.001662623,0.001346633,0.0005321499,0.0007767677,0.0002624539,0.0000374377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006322972,"about_ca_system_score_gemma":0.002689863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3903112,"about_ca_topic_score_gemma":0.4427202,"domain_scores_codex":[0.9998128,0.00009133398,0.000009848183,0.00002761968,0.00003115087,0.00002729376],"domain_scores_gemma":[0.9996285,0.0001160805,0.00009966384,0.0000137391,0.00007870574,0.00006329035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000060572,0.00006415464,0.9544277,0.000144178,0.000239407,0.0005652679,0.001772576,0.01462491,0.0015092,0.007386514,0.0007421182,0.0184635],"study_design_scores_gemma":[0.000008956971,0.0001639625,0.9672193,0.00005387026,0.00009270686,0.0001468922,0.0032704,0.02304612,0.0002226562,0.003145067,0.002614545,0.00001538654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892833,0.001997106,0.003147216,0.001098024,0.00001105432,0.00005574975,0.0004712298,0.00001957108,0.003916653],"genre_scores_gemma":[0.9971155,0.0007701595,0.001318208,0.00006175715,0.0000108659,0.00002684068,0.0001365475,0.000001977658,0.0005581454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6096889,"threshold_uncertainty_score":0.7760786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866689252957962,"score_gpt":0.2198907707707302,"score_spread":0.1812238782411505,"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."}}