{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008969914,0.0001358828,0.0002104851,0.001225665,0.004781413,0.003827422,0.0007765194,0.0004197681,0.005390396],"category_scores_gemma":[0.004917459,0.0001312768,0.0002389186,0.003081717,0.005452586,0.001682661,0.0025508,0.0008366729,0.0001223523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07702264,"about_ca_system_score_gemma":0.08769643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903815,"about_ca_topic_score_gemma":0.9946569,"domain_scores_codex":[0.9989505,0.000175519,0.00002185814,0.00008665723,0.0002020918,0.0005633725],"domain_scores_gemma":[0.9981537,0.0003312551,0.0002789033,0.00007068767,0.0006276254,0.0005376592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002497581,0.0001671681,0.2838213,0.0004218132,0.0001747962,0.001452467,0.07459709,0.01494278,0.001369396,0.4975624,0.01781174,0.1074293],"study_design_scores_gemma":[0.00003738398,0.0000815755,0.4844269,0.0005887468,0.000156265,0.0002280805,0.2874848,0.01190996,0.001097116,0.07182954,0.1419819,0.0001775585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129154,0.001770758,0.001217463,0.01898018,0.00002891862,0.00004868268,0.0006280897,0.00003461835,0.06437585],"genre_scores_gemma":[0.99639,0.0005510727,0.0002602752,0.0001464485,0.000003072948,0.000004447425,0.00004484571,0.000004766516,0.002594965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07702264,"threshold_uncertainty_score":0.558841,"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."}}