{"id":"W4394033226","doi":"10.5281/zenodo.5172799","title":"Labels for Emergency Response Imagery from Hurricane Florence, Hurricane Michael, and Hurricane Isaias","year":2021,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hurricane katrina; Atlantic hurricane; Meteorology; Emergency response; Disaster response; History; Geography; Emergency management; Cartography; Natural disaster; Storm; Medical emergency; Political science; 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":[0.0004991876,0.0009599669,0.0004474314,0.002581931,0.0008386868,0.001390289,0.001200299,0.0009675421,0.256165],"category_scores_gemma":[0.002965299,0.000501531,0.0005352653,0.003211947,0.0003311211,0.001748551,0.001289006,0.001210995,0.1637046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267226,"about_ca_system_score_gemma":0.001116489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0282044,"about_ca_topic_score_gemma":0.04020158,"domain_scores_codex":[0.9996212,0.00002918555,0.00002658171,0.00009448862,0.0001570343,0.00007151064],"domain_scores_gemma":[0.9980615,0.0004242588,0.0001128172,0.0003740929,0.0008815225,0.0001459102],"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":[0.00004832384,0.00001657425,0.0003557641,0.0001447013,0.000003983019,0.0000203941,0.00004807819,0.0001579748,0.0003696515,0.0003335415,0.9906158,0.007885248],"study_design_scores_gemma":[0.00007641022,0.00001522991,0.004559956,0.0001683472,0.000009638715,0.00005139283,0.0003199962,0.0008190857,0.001776112,0.001161568,0.9910075,0.00003469612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001274876,0.00008311775,0.001982856,0.0004392394,0.0004296914,0.0001464212,0.9589651,0.01183767,0.02484099],"genre_scores_gemma":[0.004866697,0.0001245902,0.006106144,0.0002393497,0.0001077512,0.0002612023,0.9674394,0.006284148,0.01457069],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.256165,"threshold_uncertainty_score":0.8569574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676333016864243,"score_gpt":0.2035826784133262,"score_spread":0.1868193482446838,"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."}}