{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000301638,0.0002246464,0.0002683377,0.00004089751,0.0004050246,0.00009466784,0.0002835689,0.0001615348,0.0001226772],"category_scores_gemma":[0.00003383387,0.00009452787,0.00004781966,0.0002619849,0.00003207956,0.0001983586,0.00004613254,0.0003880332,0.00001066359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000696748,"about_ca_system_score_gemma":0.00040801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9599123,"about_ca_topic_score_gemma":0.9976434,"domain_scores_codex":[0.9987543,0.0000543316,0.0002488257,0.0001920299,0.0001650706,0.0005855077],"domain_scores_gemma":[0.9993966,0.00004058983,0.00006672252,0.00003506007,0.000008349687,0.0004526536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003146403,0.00002691771,0.8691021,0.0002344146,0.00003654,0.0001559787,0.03888519,0.000002416786,0.0002030145,0.0002188226,0.01942453,0.07167857],"study_design_scores_gemma":[0.0001141788,0.00005586634,0.5706747,0.0004015297,0.000008010956,0.000009118855,0.003305787,0.000001150565,0.00001017778,0.00000739079,0.4252104,0.0002017214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263295,0.002502088,5.55191e-9,0.07009342,0.00004324138,0.0005713832,0.0001208744,0.00001136002,0.0003281605],"genre_scores_gemma":[0.9818388,0.0005767402,0.00001363443,0.01665262,0.0001998767,0.00003441558,0.0005785112,0.000001209673,0.0001041382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4057859,"threshold_uncertainty_score":0.3854734,"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."}}