{"id":"W3202587490","doi":"10.1190/tle40100778.1","title":"Conference Preview: 2021 Summit on Drone Geophysics set for 2 to 5 November","year":2021,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group","funders":"","keywords":"Drone; Summit; Event (particle physics); Aeronautics; Computer science; Remote sensing; Meteorology; Geology; Engineering; Geography; Cartography; Physics","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":[],"category_scores_codex":[0.002372013,0.00235858,0.0008533855,0.001716293,0.002934948,0.00596709,0.001317614,0.004041629,0.3845095],"category_scores_gemma":[0.002646512,0.0003894108,0.0008670081,0.0008121212,0.000394033,0.002578335,0.004314774,0.004226748,0.1935081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237245,"about_ca_system_score_gemma":0.002845706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004642172,"about_ca_topic_score_gemma":0.01836469,"domain_scores_codex":[0.9990091,0.00008797023,0.00002958626,0.0001377627,0.0003862097,0.0003493039],"domain_scores_gemma":[0.996012,0.0001730714,0.0001190934,0.0001230333,0.001606081,0.001966763],"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":[0.00007998014,0.0000312609,0.000105308,0.0001097389,0.000002918295,0.00006263397,0.00002258137,0.00004206458,0.0002525268,0.0002438335,0.9926078,0.006439285],"study_design_scores_gemma":[0.00003071499,0.00007091431,0.00134259,0.0001273156,0.000004574349,0.00002838119,0.0001409859,0.00010565,0.0002130386,0.0003406641,0.9975776,0.00001747043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005400106,0.006504507,0.003405538,0.04228814,0.3482909,0.001996464,0.03591935,0.005227194,0.5509678],"genre_scores_gemma":[0.02053452,0.002916104,0.001511591,0.01054802,0.0509371,0.001414856,0.03743383,0.001769926,0.872934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3845095,"threshold_uncertainty_score":0.8779225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700248534143719,"score_gpt":0.2899469831555311,"score_spread":0.2529444978140939,"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."}}