{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007137037,0.0004538331,0.0005584719,0.000396404,0.002910652,0.0007750396,0.002053417,0.0002827726,0.401202],"category_scores_gemma":[0.001489481,0.0004231603,0.0001762375,0.0007045242,0.0004077262,0.0003313051,0.0009793665,0.001182538,0.003243209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008062091,"about_ca_system_score_gemma":0.00003235464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005482176,"about_ca_topic_score_gemma":0.0007698053,"domain_scores_codex":[0.9947528,0.001310963,0.000678963,0.001184307,0.001084745,0.0009881728],"domain_scores_gemma":[0.9975007,0.0003691395,0.000219916,0.0008123465,0.000375294,0.0007226391],"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":[0.001762701,0.0001082146,0.0003030926,0.0001255751,0.00009270998,0.00008335385,0.00009059982,0.00001797114,0.0001462973,0.00003734479,0.9625002,0.03473191],"study_design_scores_gemma":[0.0007345677,0.001176315,0.03696311,0.00002243522,0.00006184126,0.00004892431,0.000144549,0.0001560722,0.000008431773,0.0002558119,0.9599475,0.0004804256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03381418,0.001339201,0.0002480797,0.001401123,0.000662875,0.000914925,0.9608813,0.0002573176,0.0004809973],"genre_scores_gemma":[0.01157982,0.002021848,0.0003103389,0.0002022119,0.0007030775,5.212028e-7,0.9843341,0.000368633,0.0004794523],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3979588,"threshold_uncertainty_score":0.999822,"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."}}