{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ef2c573625cb","filters":{"venue":"Journal of the Korean Society of Surveying Geodesy Photogrammetry and Cartography"}},"results":[{"id":"W235718700","doi":"","title":"A Study for Forest Research using Airborne Laser Scanning","year":2010,"lang":"en","type":"article","venue":"Journal of the Korean Society of Surveying Geodesy Photogrammetry and Cartography","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Forest inventory; Forest management; Environmental resource management; Remote sensing; Forest structure; Biomass (ecology); Environmental science; Lidar; Distribution (mathematics); Resource (disambiguation); Geography; Computer science; Agroforestry; Forestry; Ecology; Mathematics","authors":[{"name":"Eun‐Young Kim","is_ca":false},{"name":"Gwang-Jae Wie","is_ca":false},{"name":"Heung-Muk Cho","is_ca":false},{"name":"In-Tae Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05225739170740286,"gpt":0.3245388850536653,"spread":0.2722814933462625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144586,0.0001852802,0.0001046484,0.001153733,0.001193676,0.0007971282,0.0001989406,0.0003187055,0.006126092],"category_scores_gemma":[0.0007891016,0.00008303623,0.0002488559,0.0009141915,0.0003205812,0.0008201618,0.000478977,0.0003640186,0.0009416873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937379,"about_ca_system_score_gemma":0.002345846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003386039,"about_ca_topic_score_gemma":0.007280609,"domain_scores_codex":[0.9995352,0.0001313239,0.00002272114,0.0000859852,0.0001780245,0.00004677048],"domain_scores_gemma":[0.9992642,0.0001456653,0.00005669323,0.00007842894,0.0003315114,0.0001235285],"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":[0.0003070039,0.001094025,0.2099258,0.001032577,0.00008047861,0.001901927,0.006255699,0.0005964284,0.03133672,0.04688131,0.03196299,0.6686251],"study_design_scores_gemma":[0.0001239246,0.001223436,0.3970648,0.0008078949,0.0001495624,0.003139532,0.01903771,0.002596712,0.01063873,0.01541575,0.5497554,0.00004648972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7941305,0.01070083,0.02506859,0.007128505,0.0008918733,0.00133416,0.00203414,0.0002527677,0.1584587],"genre_scores_gemma":[0.9217882,0.006226568,0.02916902,0.001071315,0.0003647738,0.0005409729,0.0008877985,0.00002847552,0.03992282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006126092,"threshold_uncertainty_score":0.02049387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W28214357","doi":"10.1111/mec.14064","title":"Analysis of Terrain Change Caused by Mining Development using GIS","year":2006,"lang":"en","type":"article","venue":"Journal of the Korean Society of Surveying Geodesy Photogrammetry and Cartography","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Terrain; Triangulated irregular network; Raster graphics; Photogrammetry; Plan (archaeology); Process (computing); Computer science; Volume (thermodynamics); Elevation (ballistics); Mining engineering; Data mining; Remote sensing; Geology; Artificial intelligence; Cartography; Geography; Engineering","authors":[{"name":"Lee Hyung-Seok","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04448369270102927,"gpt":0.2388217851229945,"spread":0.1943380924219652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003770906,0.0004276329,0.0003593363,0.004849886,0.0002366756,0.0006354671,0.0003070529,0.0002217102,0.0025586],"category_scores_gemma":[0.001242993,0.0001557954,0.0005703878,0.005355686,0.0001196297,0.0003910746,0.000444698,0.0002229856,0.000509851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666418,"about_ca_system_score_gemma":0.0003755399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128476,"about_ca_topic_score_gemma":0.01550784,"domain_scores_codex":[0.999669,0.00005924423,0.0000437601,0.000067302,0.0001148074,0.00004595462],"domain_scores_gemma":[0.9995415,0.000135377,0.00009945322,0.00005122725,0.0001273832,0.00004508286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002325644,0.0001484966,0.7930449,0.0004224555,0.0005436928,0.001165577,0.0008636625,0.04496525,0.007106551,0.001218239,0.007905398,0.1423832],"study_design_scores_gemma":[0.00002144495,0.00007212941,0.834897,0.00005108452,0.0001208355,0.0003328097,0.00160428,0.1477076,0.001615965,0.0006513973,0.01288121,0.00004428897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439056,0.0003108785,0.01675677,0.0001302166,0.0000507562,0.0001651586,0.03037964,0.001840255,0.006460815],"genre_scores_gemma":[0.9735432,0.0001635808,0.01228912,0.00001056079,0.00001184798,0.00009399134,0.01310288,0.00005859578,0.0007262208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128476,"threshold_uncertainty_score":0.02243817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}