{"id":"W4223548631","doi":"10.35631/jistm.725016","title":"A REVIEW OF UAV PHOTOGRAMMETRY APPLICATION IN ASSESSING SURFACE ELEVATION CHANGES","year":2022,"lang":"en","type":"review","venue":"Journal of Information System and Technology Management","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi Malaysia","keywords":"Elevation (ballistics); Photogrammetry; Digital elevation model; Remote sensing; Geology; Lidar; Digital surface; Geodesy; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001284527,0.00106112,0.001089681,0.005667726,0.000341687,0.001155949,0.0009846584,0.001057941,0.003190177],"category_scores_gemma":[0.002027808,0.0005120121,0.000870403,0.006642324,0.0004230683,0.001816693,0.0006203848,0.0007953285,0.001500365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006032789,"about_ca_system_score_gemma":0.001470942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003592643,"about_ca_topic_score_gemma":0.004710708,"domain_scores_codex":[0.9995039,0.00008906147,0.00009011594,0.0001128746,0.0001739029,0.00003021271],"domain_scores_gemma":[0.9984914,0.0007920976,0.0001570302,0.00004655791,0.0004640899,0.00004888743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003288724,0.00006117596,0.0005280718,0.03234804,0.0001003887,0.0001676852,0.0001232678,0.0009198153,0.00166368,0.002709785,0.01281793,0.9485272],"study_design_scores_gemma":[0.000005934977,0.0001497659,0.002906711,0.01046278,0.0002445691,0.001074553,0.0001965423,0.0003656706,0.001460074,0.001115179,0.9819719,0.00004631275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003568702,0.9962206,0.0007539944,0.000133678,0.000163701,0.0000136802,0.00004401556,0.00001191153,0.0023016],"genre_scores_gemma":[0.001998145,0.9959919,0.001157336,0.00008829274,0.0001083498,0.00001199016,0.00005766254,0.000004126125,0.00058228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005667726,"threshold_uncertainty_score":0.01067227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172797865794521,"score_gpt":0.280161015675377,"score_spread":0.2628812290959249,"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."}}