{"id":"W2287433254","doi":"10.14288/1.0089958","title":"Resource communities in transition : planning for rural community survival: Zeballos, British Columbia","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Geography; Economic growth; Environmental planning; Environmental resource management; Political science; Economics; Computer 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":[0.001674378,0.0002628644,0.0001506681,0.00132062,0.01096431,0.004221279,0.001295918,0.0006732441,0.006048528],"category_scores_gemma":[0.002860568,0.0002426832,0.0001003164,0.002597268,0.002035648,0.001021128,0.002237809,0.00105509,0.0003866199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03471294,"about_ca_system_score_gemma":0.09043325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9201883,"about_ca_topic_score_gemma":0.9851,"domain_scores_codex":[0.9989555,0.0005043523,0.00002911015,0.00009016722,0.0002021285,0.0002188137],"domain_scores_gemma":[0.9980307,0.0006525374,0.00007816125,0.00006090572,0.0006177037,0.0005599632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001737017,0.0003720343,0.04177657,0.002008369,0.00002918854,0.008177683,0.227266,0.005388116,0.003643053,0.04797288,0.07081414,0.5923781],"study_design_scores_gemma":[0.00003279981,0.0001502036,0.04732982,0.001188653,0.0000277787,0.0004783496,0.5456086,0.001816069,0.001082927,0.005571311,0.3966284,0.00008519428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6175342,0.01040215,0.01594342,0.02649817,0.0002697776,0.002837319,0.0009478949,0.0002458178,0.3253212],"genre_scores_gemma":[0.8663978,0.008572917,0.02146964,0.001764473,0.0000174045,0.0008794377,0.0005274045,0.00007071358,0.1003001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07981169,"threshold_uncertainty_score":0.2518612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636870623556397,"score_gpt":0.1859177272543854,"score_spread":0.1695490210188215,"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."}}