{"id":"W4318769686","doi":"10.1190/tle42020088.1","title":"Introduction to this special section: Drone geophysics","year":2023,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Drone; Payload (computing); Geophysics; Special section; Summit; Section (typography); Engineering; Geology; Computer science; Geography; Cartography; Engineering physics; Computer security","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003212736,0.00007150147,0.00009189462,0.0001097458,0.0003399456,0.00006959435,0.000117042,0.00003052948,0.007200614],"category_scores_gemma":[0.00004984032,0.00005145893,0.00005314644,0.001098857,0.00003169258,0.00009517104,0.000008606951,0.0001400006,0.03689871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005104928,"about_ca_system_score_gemma":0.000009449055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002474272,"about_ca_topic_score_gemma":0.00115188,"domain_scores_codex":[0.9993095,0.00005282518,0.00009775179,0.0001786878,0.0001705155,0.0001907258],"domain_scores_gemma":[0.9996523,0.00005520337,0.00003742836,0.000175291,0.00002074688,0.00005900256],"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":[0.00002656042,0.000006101787,0.00542791,0.000005385708,0.00003414147,0.000004337875,0.001177777,0.006685057,0.0007083884,0.0001379635,0.8192176,0.1665688],"study_design_scores_gemma":[0.00006647825,0.00006324895,0.09484386,0.000003247882,0.00002031492,0.000008074871,0.0002014493,0.002626284,0.000492188,0.0003252592,0.9012283,0.0001213162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260073,0.00002573367,0.0002339676,0.01823563,0.009417037,0.0001415415,0.00001743773,0.0003830585,0.04553831],"genre_scores_gemma":[0.8495873,0.00002888996,0.00004342451,0.0006306659,0.06181633,0.000001540225,0.00006992171,0.000005496177,0.08781647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1664475,"threshold_uncertainty_score":0.9937069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570021314771228,"score_gpt":0.2205332024627595,"score_spread":0.2048329893150473,"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."}}