{"id":"W4281741491","doi":"10.1016/j.jastp.2022.105907","title":"Monitoring Earth using SDR Earth Imager","year":2022,"lang":"en","type":"article","venue":"Journal of Atmospheric and Solar-Terrestrial Physics","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dominion Astrophysical Observatory; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Higher Education and Scientific Research","keywords":"Earth (classical element); Remote sensing; Environmental science; Earth observation; Astrobiology; Geology; Engineering; Physics; Satellite; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003868112,0.0003585995,0.0004658354,0.002485671,0.0002048187,0.0004447766,0.0004620119,0.000508896,0.001682863],"category_scores_gemma":[0.0005989975,0.0002128695,0.0003055213,0.001673534,0.0001385097,0.0006967998,0.0006282529,0.0003130954,0.001251207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072642,"about_ca_system_score_gemma":0.0002865684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004349794,"about_ca_topic_score_gemma":0.009603404,"domain_scores_codex":[0.9995776,0.00003647858,0.00002912422,0.00009204535,0.00021603,0.00004882714],"domain_scores_gemma":[0.9994261,0.00004510156,0.00009278506,0.0001064301,0.0002918577,0.00003762031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006335535,0.0004018997,0.2013322,0.0006022852,0.000534011,0.0003901922,0.0002640928,0.02246058,0.3406084,0.001261872,0.02440826,0.4071026],"study_design_scores_gemma":[0.000253686,0.0003611704,0.6371627,0.00009562107,0.0004719165,0.0005367016,0.0002735549,0.2233685,0.09251977,0.001188441,0.04362679,0.0001411011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8340525,0.001155828,0.07381444,0.0005789471,0.0003010391,0.0002779286,0.04766845,0.009115323,0.03303554],"genre_scores_gemma":[0.8820159,0.0004233881,0.0881765,0.0003042001,0.0001697991,0.00012094,0.02359186,0.0003673121,0.004830022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004349794,"threshold_uncertainty_score":0.008648932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257824306379858,"score_gpt":0.2295787974157586,"score_spread":0.20700055435196,"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."}}