{"id":"W4385599894","doi":"10.59962/9780774830959","title":"Resource Communities in a Globalizing Region","year":2015,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Geography; Environmental resource management; Business; Computer science; Environmental science","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":[0.0006082684,0.0004403596,0.000341899,0.001299631,0.01304246,0.007654008,0.0005446683,0.001109384,0.01290064],"category_scores_gemma":[0.0004546133,0.00016866,0.0001604369,0.002558152,0.007276942,0.002805818,0.00546949,0.001474368,0.001238239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066154,"about_ca_system_score_gemma":0.01760409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4246264,"about_ca_topic_score_gemma":0.7126061,"domain_scores_codex":[0.9994937,0.0001318617,0.000006633671,0.00003638897,0.0001058507,0.0002255551],"domain_scores_gemma":[0.9998146,0.00003342296,0.00001092973,0.00001644652,0.00004162738,0.00008296953],"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":[0.00001994483,0.00003218948,0.001402378,0.0002624288,0.000008260701,0.001017817,0.1899371,0.0002090582,0.0005233075,0.4476764,0.1752483,0.1836629],"study_design_scores_gemma":[0.000002308513,0.00000455291,0.001387703,0.0002561464,0.000003351348,0.0001157315,0.04868351,0.00002151793,0.00003426129,0.008613292,0.9408726,0.000005177335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03997772,0.03037447,0.0003745196,0.01844781,0.0008238672,0.00003914531,0.00006331929,0.00007456867,0.9098246],"genre_scores_gemma":[0.3847163,0.03714311,0.001455376,0.007088762,0.0002781533,0.00009092898,0.0001391098,0.0001195723,0.5689687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5753736,"threshold_uncertainty_score":0.8443095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196292316426666,"score_gpt":0.2259734143968485,"score_spread":0.1840104912325819,"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."}}