{"id":"W7115907075","doi":"10.60870/z08n-4519","title":"Water and Agriculture in Canada: Towards Sustainable Management of Water Resources","year":2025,"lang":"","type":"report","venue":"CCA_Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Water resources; Sustainability; Farm water; Integrated water resources management; Irrigated agriculture; Sustainable agriculture; Water conservation; Integrated farming","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":[0.002455272,0.001459219,0.0006719262,0.002472687,0.004133216,0.004032277,0.002616791,0.004351876,0.02228677],"category_scores_gemma":[0.003567503,0.0007281295,0.001153358,0.004070603,0.0009880051,0.00126668,0.00271172,0.003132558,0.004583281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08025858,"about_ca_system_score_gemma":0.4974068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974771,"about_ca_topic_score_gemma":0.998038,"domain_scores_codex":[0.994543,0.0001666998,0.0001189733,0.0001186972,0.003344853,0.001707787],"domain_scores_gemma":[0.9913819,0.0001905606,0.0001988197,0.00007863175,0.005727479,0.002422602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008994099,0.00007918529,0.003590125,0.0004741395,0.00003552724,0.0001338636,0.0001480837,0.000645839,0.0004010832,0.004560888,0.9724793,0.0173621],"study_design_scores_gemma":[0.00008916171,0.00006135556,0.04837503,0.0005229441,0.00008288322,0.00005943491,0.001382875,0.001592853,0.001256467,0.001239034,0.9452519,0.00008600084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02690181,0.01803537,0.002868898,0.1466184,0.007625925,0.002524857,0.4711534,0.002290841,0.3219805],"genre_scores_gemma":[0.07609048,0.01853762,0.01126113,0.0290601,0.0005287995,0.001081987,0.108764,0.0004254523,0.7542504],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08025858,"threshold_uncertainty_score":0.5823195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007973631654855273,"score_gpt":0.2158338407785712,"score_spread":0.2078602091237159,"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."}}