{"id":"W2905469243","doi":"10.1080/02697459.2018.1548212","title":"Half Empty? Drinking Water Systems and Regional Resilience in Rural Canada","year":2018,"lang":"en","type":"article","venue":"Planning Practice and Research","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Resilience (materials science); Regionalism (politics); Environmental planning; Psychological resilience; Cohesion (chemistry); Rural area; Political science; Business; Geography; Economic growth; Economics; Psychology; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002262017,0.00008542317,0.0001643002,0.0002534609,0.00033812,0.0001899331,0.0001433829,0.00005148205,0.00001784432],"category_scores_gemma":[0.0005137541,0.00007157672,0.000008379931,0.0001999237,0.0002066633,0.0004479343,0.0001326025,0.0003073057,0.00005272265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166723,"about_ca_system_score_gemma":0.0001568314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2528225,"about_ca_topic_score_gemma":0.01884178,"domain_scores_codex":[0.9986643,0.00006459199,0.0002902323,0.0003229655,0.0001965845,0.0004613953],"domain_scores_gemma":[0.9990651,0.000520168,0.00006571304,0.0001361208,0.0001025772,0.0001103035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00048352,0.0001010753,0.8885293,0.0001680842,0.00007141916,0.0006321874,0.01299577,0.0002194343,0.0002800041,0.06871569,0.02534949,0.002454022],"study_design_scores_gemma":[0.0006821657,0.0002151301,0.2110469,0.0003947814,0.000002625787,0.0003588796,0.01450747,0.003667567,0.0001924794,0.004129237,0.7643734,0.0004292636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708537,0.004654155,0.00005031429,0.007121085,0.0001751916,0.000154763,0.000001777858,0.000006604653,0.01698239],"genre_scores_gemma":[0.9971547,0.0006573491,0.0001541045,0.0002737274,0.0001145959,0.00001815698,0.000003632241,0.000007564081,0.001616193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.739024,"threshold_uncertainty_score":0.9990618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100882369169279,"score_gpt":0.3455142324627573,"score_spread":0.2446318632934783,"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."}}