{"id":"W4296676891","doi":"10.1175/bams_1024_301-322_nowcast","title":"Conference Notebook, Papers of Note, Remote Sensing, Parcels","year":2021,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Remote sensing; Computer science; Meteorology; Environmental science; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001120126,0.0009251165,0.0007327498,0.002743846,0.00125294,0.003786422,0.0013076,0.001009462,0.431525],"category_scores_gemma":[0.004001907,0.0004893687,0.0003600624,0.006048663,0.0003461863,0.002919858,0.0008699885,0.001527121,0.1980534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304868,"about_ca_system_score_gemma":0.003450295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02663408,"about_ca_topic_score_gemma":0.03891867,"domain_scores_codex":[0.9995955,0.00004601685,0.00003623143,0.00007261129,0.0002177391,0.00003200284],"domain_scores_gemma":[0.9961061,0.0007323819,0.0001772626,0.0003852221,0.002107697,0.000491275],"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":[0.00001143572,0.000006310196,0.00003214091,0.00004434803,6.7158e-7,0.000004606711,0.00000480358,0.00002532121,0.00004147409,0.0001884371,0.9901101,0.00953037],"study_design_scores_gemma":[0.000007027026,0.000008644553,0.0009661466,0.00004942553,0.000001741628,0.00001107741,0.00004681573,0.00003078181,0.00006207592,0.0002527101,0.9985597,0.000004037707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001451282,0.0259091,0.004049504,0.02140267,0.1263274,0.0009459371,0.1120524,0.002575497,0.7052864],"genre_scores_gemma":[0.002906074,0.01017562,0.001650105,0.001647747,0.008118299,0.0003475819,0.0251535,0.0007879207,0.9492132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.568475,"threshold_uncertainty_score":0.8108606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195020658152225,"score_gpt":0.300962312472959,"score_spread":0.2690121058914368,"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."}}