{"id":"W4413595972","doi":"10.64628/aam.gavv5vh9n","title":"Fiona: People with disabilities need more support in extreme storms","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Storm; Psychology; History; Gerontology; Geography; Meteorology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007235152,0.0002691495,0.0001980035,0.000806846,0.002907696,0.00224681,0.0004036272,0.0009341278,0.02195962],"category_scores_gemma":[0.004257717,0.00008292489,0.0002849808,0.001276534,0.0006478704,0.002062961,0.001832449,0.0008550143,0.0007987688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492913,"about_ca_system_score_gemma":0.002025183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05827257,"about_ca_topic_score_gemma":0.08899029,"domain_scores_codex":[0.9996475,0.00008557632,0.00001470028,0.00003394198,0.00004708639,0.0001712368],"domain_scores_gemma":[0.9991348,0.0001427105,0.0001561106,0.00002987091,0.0001396731,0.0003967578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007088692,0.0007590044,0.5036653,0.0007322113,0.0001352987,0.002772965,0.1053698,0.0003247115,0.001314379,0.01487877,0.1380708,0.2312678],"study_design_scores_gemma":[0.00007226984,0.000153349,0.7199963,0.0005619563,0.00009513136,0.0007978494,0.2167781,0.0003831341,0.0002369505,0.005789112,0.05509118,0.00004467749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8820285,0.000989456,0.0004274497,0.02563428,0.0004927556,0.0001200434,0.001873365,0.0000391497,0.08839507],"genre_scores_gemma":[0.9871594,0.0006860874,0.0003954768,0.001703303,0.0001427372,0.0001041009,0.0006174425,0.000008672452,0.00918273],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05827257,"threshold_uncertainty_score":0.1158668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05348019035694394,"score_gpt":0.2994129094223584,"score_spread":0.2459327190654144,"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."}}