{"id":"W7127131346","doi":"10.18357/wg23201832","title":"Analytical framework for community resilience","year":2018,"lang":"","type":"article","venue":"Western Geography","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"Mitacs; Killam Trusts; University of Northern British Columbia","keywords":"Diversification (marketing strategy); Resilience (materials science); Bust; Boom; Community resilience; Psychological resilience; Natural resource","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00235377,0.0006907873,0.000479683,0.005620449,0.00380564,0.003747934,0.001868445,0.001561279,0.01247125],"category_scores_gemma":[0.007527722,0.0002485214,0.0009037361,0.004780117,0.006709988,0.003814655,0.004938735,0.001464468,0.0007788868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01388281,"about_ca_system_score_gemma":0.008008262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1532649,"about_ca_topic_score_gemma":0.1297874,"domain_scores_codex":[0.9983392,0.0006338435,0.00004587804,0.0002145984,0.0003285829,0.0004380017],"domain_scores_gemma":[0.9972233,0.0008807885,0.0003957163,0.0001991159,0.0008567182,0.0004444036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002841819,0.00001235919,0.002138358,0.00002954389,0.00001099454,0.0001525616,0.0009201223,0.01031511,0.0000462382,0.9786519,0.003150537,0.004569354],"study_design_scores_gemma":[0.000007017676,0.00001667004,0.003614007,0.0001708996,0.00001900553,0.000215719,0.006554707,0.06208501,0.00005335338,0.8774017,0.04983128,0.00003065388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08264694,0.002663475,0.492624,0.02755507,0.0003329054,0.0006934654,0.00240239,0.0002654,0.3908164],"genre_scores_gemma":[0.9322696,0.001645181,0.04663108,0.0005688264,0.0001386002,0.0005225796,0.0004265878,0.00004827997,0.01774934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1532649,"threshold_uncertainty_score":0.3047457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05817198231345013,"score_gpt":0.2994962579667451,"score_spread":0.241324275653295,"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."}}