{"id":"W4393712493","doi":"10.5281/zenodo.4272063","title":"Labels for Emergency Response Imagery from Hurricane Barry, Delta, Dorian, Florence, Ida, Isaias, Laura, Michael, Sally, Zeta, and Tropical Storm Gordon","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tropical cyclone; Storm; History; Meteorology; Geography","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":[0.0003113413,0.0005042518,0.0002404527,0.003062847,0.0006116148,0.0008398184,0.0006666534,0.0006079178,0.1517866],"category_scores_gemma":[0.001987721,0.0002775257,0.0003213082,0.003286578,0.0002521492,0.001212001,0.0007387531,0.0007867054,0.07003054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009268713,"about_ca_system_score_gemma":0.0009535613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0293364,"about_ca_topic_score_gemma":0.05138988,"domain_scores_codex":[0.999769,0.00001304272,0.00001604625,0.00004350348,0.0001168951,0.00004141317],"domain_scores_gemma":[0.9986095,0.000224586,0.00008468414,0.0001979533,0.0007710663,0.0001121724],"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":[0.00004992052,0.00001979141,0.0007294161,0.0001272547,0.000003261964,0.00002368762,0.00005846267,0.0001753158,0.0008136663,0.0003786847,0.984437,0.01318346],"study_design_scores_gemma":[0.0000696995,0.00001625441,0.01182393,0.0001768005,0.0000105914,0.00006277512,0.0004790395,0.0009775634,0.002857621,0.0009482626,0.9825448,0.00003266858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004553101,0.0001104259,0.002710218,0.0007609655,0.0005669804,0.0003041442,0.9321723,0.008618586,0.05020332],"genre_scores_gemma":[0.01323092,0.0001909181,0.01072301,0.0004207988,0.000160216,0.0003424525,0.9484869,0.004507364,0.02193744],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1517866,"threshold_uncertainty_score":0.5077767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459242215562456,"score_gpt":0.2404754028507088,"score_spread":0.2158829806950843,"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."}}