{"id":"W361147115","doi":"","title":"The road from resource dependency to community sustainability: The case of Kimberley, British Columbia: 1966-2001","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dependency (UML); Sustainability; Resource (disambiguation); Geography; Environmental planning; Environmental resource management; Engineering; Environmental science; Computer science; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006379766,0.0002236333,0.0002072812,0.001164098,0.02744114,0.004230818,0.001842117,0.001675403,0.00687312],"category_scores_gemma":[0.002295001,0.0003270947,0.0001148914,0.002748279,0.006582836,0.002015151,0.003894214,0.002509763,0.0003867274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06957477,"about_ca_system_score_gemma":0.04818507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753436,"about_ca_topic_score_gemma":0.9947093,"domain_scores_codex":[0.9992325,0.0001589114,0.0000164137,0.00007480758,0.0001145559,0.000402736],"domain_scores_gemma":[0.9988208,0.000234219,0.00008671137,0.00004980118,0.0002992174,0.0005091819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001309624,0.0002555807,0.05701802,0.0002442517,0.00003236825,0.01378949,0.6334641,0.0008464725,0.0009969538,0.1089552,0.05260032,0.1316663],"study_design_scores_gemma":[0.00002168413,0.0000403115,0.100096,0.0004085215,0.00002384624,0.001113886,0.5488909,0.0003814203,0.0004238167,0.005691792,0.3428485,0.00005943483],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8217124,0.004310898,0.0004365723,0.02262702,0.00007756782,0.00008194631,0.0001580156,0.00002239074,0.1505732],"genre_scores_gemma":[0.9634196,0.001488172,0.0002236401,0.001079392,0.000007738778,0.00002575642,0.00005376451,0.000012444,0.03368957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06957477,"threshold_uncertainty_score":0.5048026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006910124644330645,"score_gpt":0.1990062559764023,"score_spread":0.1920961313320716,"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."}}