{"id":"W2747944190","doi":"","title":"A Regional Approach to Drinking Water Management: NL-BC Comparative Water Systems Study","year":2015,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Resilience (materials science); Environmental planning; Sustainability; Environmental resource management; Business; Water security; Context (archaeology); Scale (ratio); Geography; Water resources; Environmental science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001199466,0.000141302,0.0002985112,0.001794619,0.001318789,0.001156124,0.000831146,0.0003805322,0.003421364],"category_scores_gemma":[0.002677894,0.0001136635,0.000345894,0.007206676,0.0007217753,0.0008752738,0.001210422,0.0006320429,0.000313478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01620805,"about_ca_system_score_gemma":0.007050581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7742304,"about_ca_topic_score_gemma":0.8872942,"domain_scores_codex":[0.998872,0.0006288068,0.00003081268,0.00009971909,0.0001897385,0.0001789121],"domain_scores_gemma":[0.9989091,0.0002745948,0.0001463423,0.00007729253,0.0004152328,0.0001774445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007115608,0.001276035,0.4831333,0.00158338,0.0009095188,0.002289421,0.02662875,0.02436085,0.002863106,0.145036,0.05718615,0.2540219],"study_design_scores_gemma":[0.00004775841,0.0002458661,0.819461,0.0004456434,0.000209265,0.0003710385,0.05089787,0.009116691,0.0006828988,0.005935926,0.112526,0.00005998438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855589,0.008583007,0.003068965,0.004960405,0.00006431196,0.0002774142,0.005747899,0.00003718259,0.09170202],"genre_scores_gemma":[0.9849966,0.003196451,0.002779678,0.0002931955,0.00002560456,0.0001726304,0.00157868,0.00002039774,0.006936835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2257696,"threshold_uncertainty_score":0.4541985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277787614592226,"score_gpt":0.2681300923699412,"score_spread":0.1403513309107187,"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."}}