{"id":"W2344390530","doi":"10.63315/jrcd.v1i1.3","title":"Using Sustainability Indicators to Improve Access to Public Transit in Rural Residential Areas: Alternatives for the Georgia Basin, British Columbia","year":2006,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Guelph","funders":"","keywords":"Sustainability; Public transport; Urban sustainability; Structural basin; Transit (satellite); Geography; Environmental planning; Regional science; Business; Environmental resource management; Environmental protection; Environmental science; Transport engineering; Engineering; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918028,0.0002342336,0.0001534491,0.001021584,0.001821405,0.001737058,0.0006376891,0.0002348985,0.002020392],"category_scores_gemma":[0.001365187,0.0001206784,0.0001265929,0.002456947,0.0006739849,0.0004479578,0.001010751,0.0004459543,0.0001247252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01371268,"about_ca_system_score_gemma":0.013837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8768815,"about_ca_topic_score_gemma":0.9743621,"domain_scores_codex":[0.9996075,0.0001016196,0.00001517044,0.00003468035,0.0001399555,0.0001012011],"domain_scores_gemma":[0.9993371,0.00007116538,0.00005881772,0.00002159096,0.0003340747,0.0001772044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000524958,0.001413231,0.5236248,0.0007735428,0.00007536601,0.001993216,0.01755679,0.01143348,0.01210537,0.007569497,0.009421425,0.4135084],"study_design_scores_gemma":[0.00005429251,0.0006714254,0.908868,0.0002324082,0.00006897619,0.0001600916,0.04625904,0.008087367,0.002136938,0.001104351,0.03228049,0.0000765688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857388,0.0001490635,0.0003540514,0.0003931076,0.000004177493,0.000160556,0.0001710537,0.00001566319,0.01301354],"genre_scores_gemma":[0.9920249,0.0002828175,0.001970752,0.00004658678,0.000001147673,0.00007612858,0.0001910233,0.000005815991,0.005400849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231185,"threshold_uncertainty_score":0.2476872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503075278749975,"score_gpt":0.3101515352840107,"score_spread":0.285120782496511,"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."}}