{"id":"W6920719630","doi":"10.6084/m9.figshare.19351944.v1","title":"Disaster risk reduction and climate policy implementation challenges in Canada and Australia","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disaster risk reduction; Risk governance; Corporate governance; Risk management; Climate change; Government (linguistics); Flood myth; Climate risk; Context (archaeology)","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":[0.009988925,0.0003374654,0.0005307842,0.001984935,0.02342707,0.008603725,0.002839788,0.002329454,0.00214325],"category_scores_gemma":[0.02540136,0.0004790173,0.0004861064,0.004056811,0.00808985,0.002471092,0.007717384,0.00434197,0.0001322206],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2462621,"about_ca_system_score_gemma":0.5197643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955707,"about_ca_topic_score_gemma":0.9968252,"domain_scores_codex":[0.9822516,0.003615249,0.0007228857,0.0009440902,0.00544656,0.007019467],"domain_scores_gemma":[0.9778866,0.003790909,0.0009966149,0.0004981324,0.009913137,0.006914699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003140728,0.0008012133,0.10376,0.001979614,0.0002387829,0.004112706,0.425352,0.009374677,0.003636247,0.1491785,0.05740842,0.2438437],"study_design_scores_gemma":[0.00006307366,0.0002315619,0.1865618,0.001088878,0.00013012,0.0002924674,0.5577019,0.005172691,0.0015225,0.009907402,0.2370016,0.0003260658],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7766185,0.004500577,0.002232158,0.1415839,0.0003606011,0.0007248132,0.0003694607,0.0001079172,0.07350206],"genre_scores_gemma":[0.9730821,0.003086953,0.003555523,0.008025592,0.00002400869,0.0002197107,0.0001673701,0.00002884952,0.01180989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2462621,"threshold_uncertainty_score":0.8742292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07541411589868344,"score_gpt":0.3451943804634327,"score_spread":0.2697802645647492,"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."}}