{"id":"W6908353158","doi":"10.25907/00126","title":"Disaster risk reduction and the Sustainable Development Goals: Pre-disaster governance for integrated management in Canada and Australia","year":2022,"lang":"en","type":"article","venue":"University of the Sunshine Coast","topic":"Medieval European History and Architecture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disaster risk reduction; Risk governance; Risk management; Sustainable development; Context (archaeology); Corporate governance; Emergency management; Climate risk","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":[0.005164315,0.0003182206,0.00040532,0.001216203,0.01387088,0.008668013,0.001682657,0.002169328,0.003611292],"category_scores_gemma":[0.007580763,0.0004520344,0.0002804055,0.002315037,0.007625767,0.004017887,0.006768748,0.005437751,0.0001702402],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1145617,"about_ca_system_score_gemma":0.2993784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746816,"about_ca_topic_score_gemma":0.9879602,"domain_scores_codex":[0.9946899,0.0009952349,0.000163205,0.0003343041,0.002210981,0.001606362],"domain_scores_gemma":[0.9925097,0.000549998,0.0002837989,0.0001646192,0.00244281,0.004049074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001362741,0.0004269626,0.0346953,0.0008642975,0.00008081736,0.001790213,0.1544694,0.00442461,0.001359578,0.4621668,0.07797483,0.2616108],"study_design_scores_gemma":[0.0000306797,0.0001371417,0.1257768,0.001596166,0.0000393377,0.0003651264,0.1186682,0.004212599,0.0007326045,0.05109521,0.6971329,0.000213143],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3189553,0.04739318,0.01080987,0.3605195,0.001633949,0.0006956378,0.0004182164,0.0001490059,0.2594254],"genre_scores_gemma":[0.8889802,0.01687635,0.01115446,0.012549,0.000117006,0.0002223821,0.0001694165,0.00007124458,0.06986002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8854383,"threshold_uncertainty_score":0.8312073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063966252716778,"score_gpt":0.1656911677789125,"score_spread":0.1550515052517447,"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."}}