{"id":"W2621140560","doi":"10.3138/9781442653863","title":"Water Resources of Canada","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.0006100851,0.0006341515,0.0005238865,0.002223086,0.009000685,0.007186146,0.001164023,0.001589706,0.09068111],"category_scores_gemma":[0.002581836,0.0004301177,0.0004065157,0.005006551,0.001094629,0.001452743,0.001589581,0.001967359,0.01122876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06023321,"about_ca_system_score_gemma":0.198381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880298,"about_ca_topic_score_gemma":0.9950782,"domain_scores_codex":[0.9980037,0.00006664012,0.0000607526,0.0002098112,0.001217429,0.0004416873],"domain_scores_gemma":[0.9969953,0.0000986034,0.00006888565,0.00007721466,0.002342652,0.0004172341],"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":[0.00003771743,0.00001564448,0.00237129,0.0003898299,0.00001584279,0.0002626053,0.0005284817,0.0002204771,0.0003518445,0.05032773,0.8804989,0.06497961],"study_design_scores_gemma":[0.000003376158,0.000002861463,0.002904334,0.00008302077,0.000003791781,0.00002609115,0.0002484459,0.00006963807,0.00006738324,0.0006348467,0.9959436,0.00001249874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005395326,0.01672101,0.0007641269,0.03666939,0.003100299,0.0002030487,0.0343354,0.0004295995,0.9023818],"genre_scores_gemma":[0.03812409,0.01441779,0.001748585,0.006404526,0.0002545384,0.000101724,0.009025208,0.0002309197,0.9296926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09068111,"threshold_uncertainty_score":0.4370245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009690870388112217,"score_gpt":0.1656000159677821,"score_spread":0.1559091455796699,"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."}}