{"id":"W4293194669","doi":"10.1111/cag.12797","title":"Tensions between municipal reform and outdated fiscal levers in rural British Columbia","year":2022,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner; Simon Fraser University; University of Northern British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Restructuring; Legislature; Politics; Public administration; Corporate governance; Government (linguistics); Local government; Political science; State (computer science); Public policy; Economic policy; Economic growth; Economics; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003831685,0.0002206414,0.0003739516,0.0003712722,0.001963498,0.0003026917,0.0004660911,0.0001238418,0.0005470031],"category_scores_gemma":[0.00005778089,0.0001778626,0.0001555942,0.004325494,0.0007331133,0.0002236258,0.0002128851,0.0003944862,9.71747e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525942,"about_ca_system_score_gemma":0.00006608496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947763,"about_ca_topic_score_gemma":0.999916,"domain_scores_codex":[0.9975578,0.0001419856,0.0003905984,0.0004837983,0.0002460368,0.00117985],"domain_scores_gemma":[0.9987749,0.0001109463,0.00007390061,0.0001280262,0.00007626521,0.0008359465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006841713,0.00001392847,0.967164,0.00000703535,0.00003098519,0.0001814094,0.0003846709,0.000001127223,0.00002851352,0.00006616076,0.005223978,0.02689132],"study_design_scores_gemma":[0.0001946276,0.0001476778,0.9039482,0.0000146254,0.00001450736,0.00006114457,0.04512244,0.000005207908,5.221294e-7,0.001194274,0.04889188,0.0004048768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994325,0.0004793908,4.715836e-9,0.003014001,0.0002096758,0.0004272949,0.0008370941,0.00006989777,0.0006376345],"genre_scores_gemma":[0.9978406,0.0002780739,0.00001114601,0.0003827611,0.0000553701,0.0001148839,0.0006352164,0.000004102511,0.0006778921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06321581,"threshold_uncertainty_score":0.9993358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010899273703151,"score_gpt":0.1797364620590867,"score_spread":0.1696274693220552,"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."}}