{"id":"W4247127831","doi":"10.5194/isprs-annals-iv-2-w5-85-2019","title":"PREFACE – ISPRS WORKSHOP ON UNMANNED AERIAL VEHICLES IN GEOMATICS (UAV-g 2019)","year":2019,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"Transport and Logistics Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eidgenössische Technische Hochschule Zürich; Rheinische Friedrich-Wilhelms-Universität Bonn; Aalborg Universitet; École Polytechnique Fédérale de Lausanne; Brigham Young University; York University; Politecnico di Torino; University of Twente; Institut Agronomique et Vétérinaire Hassan II","keywords":"Geomatics; Aeronautics; Aerospace engineering; Engineering; Remote sensing; Aerial survey; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007344526,0.001747478,0.0008043924,0.003458899,0.001652865,0.007188569,0.002396997,0.003619745,0.04434133],"category_scores_gemma":[0.007275468,0.0004869133,0.001356101,0.002540392,0.001381492,0.005857353,0.003863988,0.004594723,0.04694133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922512,"about_ca_system_score_gemma":0.004214665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066435,"about_ca_topic_score_gemma":0.009447792,"domain_scores_codex":[0.9965723,0.0006594038,0.0002034252,0.0004449977,0.001832999,0.0002870334],"domain_scores_gemma":[0.9883818,0.001010759,0.0004613716,0.001240359,0.007318267,0.001587341],"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":[0.00008003016,0.00008432017,0.0005893487,0.0002781317,0.00002862752,0.0002638316,0.0001113013,0.002120679,0.002102938,0.005544257,0.8952532,0.09354329],"study_design_scores_gemma":[0.000007808858,0.00004424027,0.0007183703,0.0003288446,0.000008695465,0.0001025512,0.0001672599,0.001248007,0.001472227,0.002840918,0.9930426,0.00001852185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01281634,0.04472286,0.1466384,0.1403233,0.2237548,0.003136358,0.03322683,0.007680656,0.3877004],"genre_scores_gemma":[0.1115917,0.05547314,0.09423036,0.01502685,0.06444073,0.00136846,0.08419979,0.006842106,0.5668269],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04434133,"threshold_uncertainty_score":0.1483365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821749585259097,"score_gpt":0.2800835854807137,"score_spread":0.2418660896281227,"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."}}