{"id":"W2322047920","doi":"10.1080/07011784.2014.965033","title":"Context and capacity: The potential for performance-based agricultural water quality policy","year":2014,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Water resources management and optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of Saskatchewan; Brock University","funders":"","keywords":"Context (archaeology); Agriculture; Business; Water quality; Quality (philosophy); Environmental economics; Natural resource economics; Environmental science; Environmental planning; Environmental resource management; Agricultural engineering; Economics; Engineering; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009539988,0.0004240444,0.0004091925,0.0005526498,0.001332071,0.0008180466,0.0005551143,0.0001704693,0.00003661477],"category_scores_gemma":[0.00006283253,0.0002402785,0.0001803777,0.0001542422,0.0003619592,0.0003503309,0.00003910656,0.0003907452,0.000009828783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085018,"about_ca_system_score_gemma":0.000003940263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03393614,"about_ca_topic_score_gemma":0.1705385,"domain_scores_codex":[0.9973497,0.0002075723,0.0005597014,0.0003263183,0.0001485514,0.001408112],"domain_scores_gemma":[0.9984261,0.00005675731,0.00008865823,0.0003226406,0.0002014849,0.0009042977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001748356,0.00002503797,0.003374018,0.001544413,0.0005563595,0.00005704647,0.4773723,0.4479071,0.006956142,0.00008607388,0.0003103981,0.06163625],"study_design_scores_gemma":[0.000901324,0.0002090834,0.003070368,0.0001732224,0.0001001119,0.0002480971,0.0008598161,0.06982774,0.009056566,0.0006835061,0.9141628,0.0007074175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947373,0.0002956755,0.0009396638,0.002053923,0.0002482856,0.0004312439,0.00003581672,0.0001163561,0.001141679],"genre_scores_gemma":[0.9970944,0.0001157119,0.0002004334,0.0005491963,0.001157693,0.00004843596,0.00007975795,0.00008195651,0.0006724018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9138523,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192068018880607,"score_gpt":0.1798431096591689,"score_spread":0.1679224294703628,"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."}}