{"id":"W2003091874","doi":"10.1177/0020872814539984","title":"Addressing climate change from a social development approach: Small cities and rural communities’ adaptation and response to climate change in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"International Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Climate change; Political economy of climate change; Social change; Sustainable development; Environmental resource management; Geography; Economic growth; Political science; Environmental planning; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006603374,0.00008370933,0.0001474352,0.0000542562,0.001750747,0.0006915246,0.0002237305,0.00006716239,0.00004938441],"category_scores_gemma":[0.0000469029,0.0001322728,0.00001813957,0.0001865931,0.0001840343,0.0002279567,0.0002310404,0.0001007105,0.00000202088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566378,"about_ca_system_score_gemma":0.00007127337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8393194,"about_ca_topic_score_gemma":0.9914451,"domain_scores_codex":[0.9986488,0.000314924,0.0001969661,0.0001377088,0.0003828249,0.0003188201],"domain_scores_gemma":[0.9996052,0.0001418645,0.00009233665,0.00003557956,0.0000584482,0.0000665518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000164264,0.00004557522,0.2374009,0.0000202881,0.00002470332,0.000005618767,0.4567842,0.000001382253,0.000002451115,0.001809831,0.0003908922,0.3033498],"study_design_scores_gemma":[0.0003186526,0.000007865537,0.8646306,0.0001581377,0.000005540621,1.937169e-7,0.1245215,0.00008923091,1.456347e-7,0.0002661846,0.009831388,0.000170582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992106,0.00005768333,0.00002819757,0.00276941,0.0003485117,0.0002967219,0.00005095976,0.00002675443,0.004315818],"genre_scores_gemma":[0.9976251,0.00005448279,0.00037351,0.000889186,0.000553198,0.0001459613,0.00004947365,0.00001046225,0.0002986728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6272296,"threshold_uncertainty_score":0.9995489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09499200209176431,"score_gpt":0.2921996521140138,"score_spread":0.1972076500222495,"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."}}