{"id":"W2603403008","doi":"","title":"Accredited qualifications for capacity development in disaster risk reduction and climate change adaptation","year":2016,"lang":"en","type":"article","venue":"Acquire (CQUniversity)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fiji National University; University of Ottawa; Ministry of Environment; Public Health England; U.S. Department of Commerce","keywords":"Disaster risk reduction; Accreditation; Resilience (materials science); Climate change; Risk management; Political science; Business; Environmental resource management; Environmental planning; Geography; Finance","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":[0.0554282,0.000833807,0.0008972923,0.002697378,0.008285359,0.01033083,0.004903465,0.005326103,0.08177615],"category_scores_gemma":[0.09669476,0.001122701,0.001378137,0.002400437,0.007786473,0.008890856,0.02115341,0.01071556,0.02223395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01217305,"about_ca_system_score_gemma":0.1305881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151396,"about_ca_topic_score_gemma":0.04345993,"domain_scores_codex":[0.9549992,0.01962696,0.0027888,0.002261358,0.008646024,0.01167752],"domain_scores_gemma":[0.7845439,0.03545202,0.01262929,0.02071241,0.06437624,0.08228616],"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":[0.0001662369,0.001512646,0.01311975,0.001244477,0.00003666397,0.0008587445,0.02207197,0.003877413,0.002414056,0.2607452,0.4654463,0.2285065],"study_design_scores_gemma":[0.000106589,0.0004544929,0.0225617,0.002354064,0.00001428161,0.0006303621,0.01515062,0.003373669,0.00148445,0.05466287,0.8990379,0.0001689977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04878837,0.003526502,0.06983235,0.2774763,0.01024164,0.00355745,0.001023524,0.001405818,0.584148],"genre_scores_gemma":[0.5551149,0.003885367,0.07842239,0.03821262,0.002149674,0.003177865,0.001996151,0.0005862644,0.3164548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08177615,"threshold_uncertainty_score":0.2931358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07923339849107588,"score_gpt":0.279578512716431,"score_spread":0.2003451142253551,"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."}}