{"id":"W7008219118","doi":"","title":"Building resilience, book of executive summaries","year":2008,"lang":"en","type":"book","venue":"University of Huddersfield Repository (University of Huddersfield)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tallinna Tehnikaülikool; Queensland University of Technology; University Grants Commission; Eesti Teadusfondi; International Development Research Centre","keywords":"Adjudication; Task (project management); Capacity building; Training (meteorology); Task force","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000454343,0.001054689,0.0004672713,0.001965323,0.001215283,0.003948513,0.0007261733,0.001121063,0.1953184],"category_scores_gemma":[0.00203064,0.0004571412,0.0003529473,0.002308142,0.0005871176,0.003087927,0.001521473,0.001806109,0.1120445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981467,"about_ca_system_score_gemma":0.002864217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007802105,"about_ca_topic_score_gemma":0.01737472,"domain_scores_codex":[0.99962,0.00005639848,0.00002573894,0.00005383516,0.0002112888,0.00003272372],"domain_scores_gemma":[0.9995286,0.0000895021,0.00002483078,0.00006791548,0.0002213346,0.00006779964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003477876,0.000008527149,0.000019027,0.00006911825,0.000001027171,0.00001259843,0.00005218757,0.0001502153,0.00003785667,0.009001877,0.9377779,0.05286618],"study_design_scores_gemma":[6.543355e-7,0.000002696251,0.00006730602,0.00007694598,6.387111e-7,0.00001537788,0.00003680715,0.00001858782,0.00001632284,0.001640297,0.9981225,0.000001803134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003375814,0.0276224,0.003304317,0.008493658,0.006667677,0.0001333848,0.002264275,0.0007580046,0.9504187],"genre_scores_gemma":[0.001609539,0.01011983,0.001191707,0.001166344,0.0005962715,0.00006933126,0.001146922,0.0002533122,0.9838468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1953184,"threshold_uncertainty_score":0.6534052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611309177670044,"score_gpt":0.1541269190786011,"score_spread":0.1380138273019007,"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."}}