{"id":"W4385564833","doi":"10.69554/afpw7155","title":"Building community resiliency and trust: A framework","year":2023,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Preparedness; Emergency management; Public relations; Context (archaeology); Community resilience; Business; Knowledge management; Community engagement; Political science; Process management; Engineering; Computer science; Geography","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":[0.01638363,0.001185073,0.0007095348,0.005844035,0.01544681,0.01455704,0.003301418,0.004674624,0.005522373],"category_scores_gemma":[0.01657632,0.000640817,0.001113884,0.003952594,0.04330463,0.01874569,0.01666004,0.00468132,0.0006236712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02894983,"about_ca_system_score_gemma":0.03880436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1025997,"about_ca_topic_score_gemma":0.0811056,"domain_scores_codex":[0.9851188,0.01013561,0.0004942231,0.001099695,0.001388976,0.001762653],"domain_scores_gemma":[0.9865965,0.005566126,0.001315487,0.0009885662,0.002395596,0.003137645],"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":[0.000006183281,0.00001968492,0.0008133787,0.00008305764,0.00001068536,0.0002191828,0.01279289,0.001224897,0.00003617204,0.9767088,0.001895481,0.006189615],"study_design_scores_gemma":[0.00001810826,0.00003598875,0.0007380361,0.0004985857,0.00002120376,0.0001864158,0.026759,0.003688105,0.00007736444,0.8981086,0.06982368,0.00004497517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05215422,0.005481421,0.373988,0.1580394,0.0008068149,0.001447149,0.0004298131,0.0003464528,0.4073068],"genre_scores_gemma":[0.9335551,0.002161527,0.05579983,0.001454499,0.0001137912,0.0006949444,0.0001046304,0.00005299114,0.006062824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1025997,"threshold_uncertainty_score":0.2100467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773220046174335,"score_gpt":0.3635984976119458,"score_spread":0.3258662971502024,"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."}}