{"id":"W3216180654","doi":"10.21083/ruralreview.v4i1.6043","title":"Biodiversity in Canadian Dairy: Uncovering Opportunities for Meaningful Change in the Canadian Dairy Industry’s Environmental Stewardship","year":2020,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Stewardship (theology); Biodiversity; Dairy industry; Environmental stewardship; Business; Environmental resource management; Environmental planning; Geography; Environmental science; Political science; Ecology; Biology; Food science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00329143,0.0003468948,0.0005095362,0.004774894,0.007202825,0.004552631,0.001200186,0.0007236397,0.00320366],"category_scores_gemma":[0.005667814,0.0002248181,0.0004103352,0.009133471,0.004105804,0.001938541,0.002269988,0.001146478,0.0001078639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09969548,"about_ca_system_score_gemma":0.1814169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926093,"about_ca_topic_score_gemma":0.9977366,"domain_scores_codex":[0.9981415,0.0002975364,0.00004401442,0.0001836739,0.0008314157,0.0005018901],"domain_scores_gemma":[0.9956887,0.0008789188,0.0004634013,0.00009371628,0.00228487,0.0005903056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001817085,0.0001545201,0.2213277,0.007852216,0.0002510948,0.001170744,0.2300034,0.001037832,0.001602589,0.07682803,0.03145504,0.4281351],"study_design_scores_gemma":[0.00001164284,0.00006278652,0.5732769,0.004166754,0.0002140148,0.0002051736,0.2227475,0.0005848709,0.0003882618,0.004304463,0.1939548,0.00008272887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6257578,0.201868,0.001528278,0.04259275,0.0003818621,0.0002580745,0.001746956,0.00002566577,0.1258406],"genre_scores_gemma":[0.9286126,0.0621183,0.001775578,0.001705905,0.00002764445,0.00004553333,0.0002779385,0.00001165971,0.005424866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09969548,"threshold_uncertainty_score":0.7233447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09158385523952078,"score_gpt":0.2438170978357703,"score_spread":0.1522332425962495,"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."}}