{"id":"W2805117355","doi":"","title":"Pragmatism versus Potential: New Regionalism and Rural Drinking Water Management","year":2018,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Regionalism (politics); Environmental planning; Water infrastructure; Mainstream; Potable water; Business; Political science; Regional science; Environmental resource management; Geography; Water supply; Environmental science; Environmental engineering; Politics","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":[0.0007977162,0.0001629831,0.0002145531,0.00003160876,0.000909941,0.0001280006,0.0002760067,0.00006196739,0.0001001908],"category_scores_gemma":[0.00001600665,0.00005947481,0.00005038469,0.00009784669,0.0001253418,0.0002712877,0.0004009212,0.0003131286,0.000006542925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006170101,"about_ca_system_score_gemma":0.00002135135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001625411,"about_ca_topic_score_gemma":0.0002556658,"domain_scores_codex":[0.9987634,0.000198057,0.0004042125,0.00006696587,0.0002930422,0.0002743618],"domain_scores_gemma":[0.9993791,0.00008366529,0.0001369498,0.00005572817,0.000164191,0.0001803739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005010513,0.0001361422,0.005187691,0.00004091801,0.0001999808,0.00002529876,0.008622471,5.219231e-7,0.005722704,0.000567875,0.002442544,0.9765528],"study_design_scores_gemma":[0.001167655,0.000624784,0.9086016,0.0001806304,0.0000374866,0.0001678514,0.02342685,0.000004105143,0.002454651,0.01115713,0.05183233,0.0003449394],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946898,0.0001667497,0.00001740845,0.004191071,0.0002750341,0.0001130348,3.384089e-7,0.00001612508,0.0005305036],"genre_scores_gemma":[0.9973831,0.00023506,0.001147608,0.0001763261,0.0001636818,0.00000182955,0.00001229559,0.000001187184,0.0008789717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9762079,"threshold_uncertainty_score":0.6998622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864313814121937,"score_gpt":0.2270093022119642,"score_spread":0.2083661640707448,"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."}}