{"meta":{"query_hash":"107150d986a2","filters":{"topic":"3D Modeling in Geospatial Applications"},"cohort_total":346,"direct_labels_cover":1,"predictions_cover":346,"exported":346,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/107150d986a2","api":"https://metacan.xera.ac/api/v1/cohort?topic=3D+Modeling+in+Geospatial+Applications"},"results":[{"id":"W1494125001","doi":"10.1007/978-3-642-16007-3_9","title":"Geosimulation of Geographic Dynamics Based on Voronoi Diagram","year":2010,"lang":"en","type":"book-chapter","venue":"Transactions on computational science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Voronoi diagram; Computer science; Representation (politics); Geographic information system; Spatial analysis; Diagram; Field (mathematics); Space (punctuation); Data mining; Theoretical computer science; Geography; Cartography; Mathematics; Database; Remote sensing; Geometry","score_opus":0.008083781259949758,"score_gpt":0.21656110262534703,"score_spread":0.20847732136539726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494125001","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021180881,0.00024558257,0.9748258,0.00006700766,0.000048646332,0.000028448614,0.00013869132,0.00025575422,0.003209163],"genre_scores_gemma":[0.76721764,0.0007484036,0.22510774,0.000055564728,0.00006472731,0.00015583943,0.0006227327,0.00022033314,0.0058070016],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980813,0.000048236747,0.000010295928,0.000040808813,0.00006942614,0.000023093644],"domain_scores_gemma":[0.99969614,0.00013663076,0.000036526977,0.000040011735,0.00006318222,0.00002744878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022499461,0.00038883154,0.0009845059,0.0008038511,0.00042796685,0.0009245154,0.0009859237,0.00046566426,0.002165726],"category_scores_gemma":[0.0012010204,0.00033112738,0.0007278704,0.0010276845,0.00047179728,0.0010868696,0.0012544786,0.000508042,0.00041218058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005021186,0.000024662648,0.00067601184,0.000078121695,0.000033439796,0.00007437424,0.00015435545,0.84658426,0.0035465527,0.10144064,0.0014248907,0.045912504],"study_design_scores_gemma":[0.0000036089507,0.0000067051146,0.000056016088,0.0000034216664,0.000002634077,0.00001910818,0.000010313439,0.98924327,0.00032014816,0.009045967,0.0012849877,0.0000038202184],"about_ca_topic_score_codex":0.0089738015,"about_ca_topic_score_gemma":0.006294824,"teacher_disagreement_score":0.0089738015,"about_ca_system_score_codex":0.00063320115,"about_ca_system_score_gemma":0.0007603959,"threshold_uncertainty_score":0.017843127},"labels":[],"label_agreement":null},{"id":"W1582911091","doi":"","title":"The role of Dutch expertise in Romanian water projects. Case study \"Integrated water management for the Tecucel River Basin\"","year":2012,"lang":"en","type":"article","venue":"Engineering Management Research","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flood myth; Flash flood; Agency (philosophy); Funding Agency; Business; Environmental planning; Romanian; Internship; Water resource management; Geography; Environmental science; Political science; Public relations; Sociology","score_opus":0.029894671992191663,"score_gpt":0.28672601063565095,"score_spread":0.2568313386434593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582911091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74865425,0.003126934,0.0028849207,0.005504495,0.00012826938,0.00024075525,0.00017323,0.000031386826,0.23925579],"genre_scores_gemma":[0.98784864,0.0009949597,0.001558995,0.00032896706,0.000014811672,0.0000729312,0.00008804358,0.000014582581,0.009078105],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9919551,0.0049736104,0.0002646752,0.00037381437,0.00079257507,0.0016402557],"domain_scores_gemma":[0.9948737,0.0021487104,0.0006314674,0.00022640332,0.0007493928,0.0013703752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007842896,0.00034981756,0.00026884375,0.0019232661,0.0052342885,0.0051586856,0.0010426408,0.0017638023,0.0063758804],"category_scores_gemma":[0.008776367,0.00028271653,0.00028064894,0.0030847332,0.0026574754,0.0027816233,0.006035853,0.0011214195,0.0005790518],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005063203,0.0014295123,0.13811867,0.0019453542,0.0001433498,0.05832635,0.22089882,0.0071744896,0.0032688582,0.25469172,0.043732647,0.26976395],"study_design_scores_gemma":[0.00013517066,0.00031234618,0.102529116,0.0014837646,0.00006451274,0.008195217,0.2847631,0.0060284645,0.0018120604,0.009884201,0.584717,0.00007516775],"about_ca_topic_score_codex":0.035944697,"about_ca_topic_score_gemma":0.05877216,"teacher_disagreement_score":0.035944697,"about_ca_system_score_codex":0.007302408,"about_ca_system_score_gemma":0.006660471,"threshold_uncertainty_score":0.071470976},"labels":[],"label_agreement":null},{"id":"W1582920206","doi":"","title":"Dutch expertise in Romanian water projects : retrospective case study 'Teleorman Flood Risk Management Pilot Project'","year":2009,"lang":"en","type":"article","venue":"Engineering Management Research","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Romanian; Flood myth; Flood risk management; Risk management; Engineering; Operations management; Environmental planning; Business; Water resource management; Environmental science; Geography; Finance","score_opus":0.037465385290214065,"score_gpt":0.3084614621299516,"score_spread":0.2709960768397376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582920206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99114436,0.00024868766,0.00047336367,0.00015718854,0.000004356034,0.00003229031,0.00016772095,0.0000045253187,0.007767448],"genre_scores_gemma":[0.9959462,0.0002757871,0.00033660335,0.00003266436,0.0000029197145,0.000024484152,0.00017451149,0.000009034936,0.0031978202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978447,0.0008299245,0.00011375589,0.00026942726,0.00048617402,0.00045607425],"domain_scores_gemma":[0.9970796,0.0010755638,0.0006727925,0.00018783541,0.00050145725,0.00048283229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001703569,0.00022074608,0.00027326588,0.001507488,0.002016984,0.001498294,0.00060953497,0.0009324054,0.005581942],"category_scores_gemma":[0.0070784227,0.00031696982,0.0001802824,0.0023425939,0.001080415,0.0011331663,0.0021061401,0.00042941966,0.00061416544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046172945,0.0011701329,0.56400037,0.0007077006,0.000076294964,0.02753992,0.24046835,0.0020352893,0.0044975076,0.007695733,0.007790437,0.14355646],"study_design_scores_gemma":[0.000027725398,0.00037727098,0.69616693,0.0003553174,0.00004989301,0.008794135,0.22096086,0.001850983,0.002358037,0.00088919536,0.068124406,0.000045303936],"about_ca_topic_score_codex":0.031941034,"about_ca_topic_score_gemma":0.06617479,"teacher_disagreement_score":0.031941034,"about_ca_system_score_codex":0.0022219971,"about_ca_system_score_gemma":0.0028285363,"threshold_uncertainty_score":0.06351024},"labels":[],"label_agreement":null},{"id":"W1590169508","doi":"","title":"GaeluxTM Subtle Shades for Scottish Landscapes.","year":2009,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; Architectural engineering; Engineering","score_opus":0.008628271009979701,"score_gpt":0.24415511974806084,"score_spread":0.23552684873808113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590169508","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108758,0.002682597,0.21557198,0.0042867656,0.0016853691,0.00049320987,0.012223715,0.03793465,0.6163637],"genre_scores_gemma":[0.49004918,0.0010778088,0.20608729,0.0006294516,0.00014969111,0.0004125102,0.0060911016,0.007875029,0.287628],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997627,0.000048609894,0.000008886769,0.000025378053,0.00011739304,0.000036937912],"domain_scores_gemma":[0.9997204,0.00006998367,0.000010773423,0.00007648683,0.00007331708,0.000049059574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004406472,0.00049742137,0.0002102392,0.00063589966,0.0010843885,0.0017637778,0.0010881055,0.00057717034,0.09544061],"category_scores_gemma":[0.0019391875,0.00023670723,0.00040689023,0.00063016894,0.0005187604,0.0012580126,0.0026995195,0.0006741934,0.0077092703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054757996,0.000097017044,0.003695802,0.0004076398,0.000033536635,0.00079444796,0.0023681975,0.00985635,0.01106943,0.07601544,0.30291563,0.5921989],"study_design_scores_gemma":[0.00011999274,0.000113940485,0.0056988234,0.0001486342,0.000030383502,0.00064773625,0.0009057812,0.012666425,0.0029277944,0.019136926,0.9575383,0.00006531587],"about_ca_topic_score_codex":0.02326871,"about_ca_topic_score_gemma":0.09580615,"teacher_disagreement_score":0.09544061,"about_ca_system_score_codex":0.00062114384,"about_ca_system_score_gemma":0.0007541839,"threshold_uncertainty_score":0.31928062},"labels":[],"label_agreement":null},{"id":"W1603900635","doi":"10.5772/10022","title":"PLAMAGS: a Unified Framework and Language for Efficient Multi-Agent Geo-Simulation Development","year":2010,"lang":"en","type":"book-chapter","venue":"Sciyo eBooks","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"","keywords":"Computer science; Development (topology); Mathematics","score_opus":0.02419099592709483,"score_gpt":0.2566563405111737,"score_spread":0.23246534458407886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603900635","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004742101,0.000068540605,0.97472554,0.000069545444,0.000056030327,0.000073037125,0.0006971454,0.019487077,0.004348813],"genre_scores_gemma":[0.02786552,0.00068318594,0.93168265,0.00029425102,0.000054399312,0.0008822877,0.005669968,0.01575756,0.017110111],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942327,0.0001239973,0.0000749096,0.00007447963,0.00024921788,0.000054089363],"domain_scores_gemma":[0.99936086,0.0002813824,0.00003109495,0.00012856384,0.00014974865,0.00004839381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011935055,0.0015214034,0.00097532856,0.0008347044,0.0008607703,0.0029287322,0.0036744778,0.0013874328,0.026541673],"category_scores_gemma":[0.0025922663,0.0016494634,0.001911026,0.00086669426,0.0008839799,0.0030542254,0.0030316373,0.002884705,0.011641495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028070778,0.00018759177,0.0010859271,0.0014349654,0.00021443551,0.00064829946,0.0010845218,0.18770725,0.0155265415,0.3140261,0.16392468,0.31387898],"study_design_scores_gemma":[0.00009140245,0.00002519404,0.00016074463,0.00016589799,0.000053973137,0.00025645088,0.000062882864,0.5161325,0.012584893,0.08116339,0.3892366,0.00006611709],"about_ca_topic_score_codex":0.006040129,"about_ca_topic_score_gemma":0.008615735,"teacher_disagreement_score":0.026541673,"about_ca_system_score_codex":0.00085944333,"about_ca_system_score_gemma":0.0020051408,"threshold_uncertainty_score":0.088790774},"labels":[],"label_agreement":null},{"id":"W1606029644","doi":"10.46430/phen0031","title":"Installing QGIS 2.0 and Adding Layers","year":2013,"lang":"en","type":"article","venue":"The Programming Historian","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage; University of Saskatchewan","funders":"","keywords":"Shapefile; Geospatial analysis; Raster graphics; Installation; Download; Computer science; Software; Geographic information system; Database; Geography; World Wide Web; Cartography; Operating system; Computer graphics (images); Metadata","score_opus":0.0071829053741873155,"score_gpt":0.17813346320187703,"score_spread":0.17095055782768973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606029644","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053407527,0.00023324933,0.61038095,0.0020529446,0.0027285947,0.0007545252,0.02598474,0.26811087,0.08441349],"genre_scores_gemma":[0.021682912,0.0005903882,0.72144884,0.0017643092,0.00038978073,0.00094214117,0.031244453,0.14249982,0.07943735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882835,0.00013793466,0.00011052372,0.00021847956,0.0005886057,0.000116162155],"domain_scores_gemma":[0.9952625,0.0012683049,0.00014930715,0.0012871092,0.0017657294,0.00026705692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017318833,0.0014631852,0.0007769527,0.0022798218,0.0008196493,0.002499904,0.0019512363,0.00096039404,0.18444346],"category_scores_gemma":[0.014389157,0.0021673876,0.00163692,0.0021546644,0.00046044806,0.0049612164,0.0032787183,0.003264706,0.10756154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120645906,0.00008315914,0.0041380613,0.00046007408,0.00005238832,0.0002685083,0.0007822698,0.003576233,0.00503342,0.010635632,0.713589,0.26126057],"study_design_scores_gemma":[0.000073192066,0.000031062813,0.0032949657,0.00020263033,0.00004605797,0.00023295311,0.00019965215,0.0069584437,0.008241418,0.017785165,0.9628031,0.00013129618],"about_ca_topic_score_codex":0.007222185,"about_ca_topic_score_gemma":0.0072257547,"teacher_disagreement_score":0.18444346,"about_ca_system_score_codex":0.00049339683,"about_ca_system_score_gemma":0.0012613661,"threshold_uncertainty_score":0.61702484},"labels":[],"label_agreement":null},{"id":"W1607280982","doi":"","title":"2D/3D MultiAgent GeoSimulation: The Case of Shopping Behavior in Square One Mall (Toronto)","year":2012,"lang":"en","type":"book","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Field (mathematics); Square (algebra); Multi-agent system; Shopping mall; Agent-based model; Work (physics); Test (biology); Artificial intelligence; Human–computer interaction; Data science; Geography; Engineering; Mathematics","score_opus":0.03419152008857765,"score_gpt":0.2597088995647073,"score_spread":0.22551737947612963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607280982","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07015603,0.0069971224,0.14034371,0.006649463,0.0028995257,0.00015719004,0.0015151335,0.0009075594,0.7703743],"genre_scores_gemma":[0.36261648,0.0027129278,0.034526065,0.0005463573,0.00012797602,0.00007931985,0.0007497173,0.0002510004,0.59839016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990153,0.000014010261,0.0000035624214,0.000017022094,0.00004815883,0.000015668424],"domain_scores_gemma":[0.9999269,0.0000139826525,0.0000063833686,0.000010643835,0.000027683778,0.000014313096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011453328,0.0004277799,0.00022172969,0.00020574594,0.0006848736,0.0009878306,0.00081452844,0.0007047192,0.012725979],"category_scores_gemma":[0.00035732746,0.000210909,0.00043892,0.0005313382,0.0007285533,0.0005813903,0.00063057477,0.00048545306,0.001338616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006533942,0.0000324154,0.002223238,0.00033010045,0.000040871637,0.0022866528,0.0020673086,0.09961158,0.003906646,0.6207927,0.20615439,0.062488664],"study_design_scores_gemma":[0.00001919154,0.00007052801,0.007368171,0.00014175383,0.00004728362,0.0010081031,0.001812544,0.22054909,0.0024615498,0.060798924,0.7056651,0.00005777007],"about_ca_topic_score_codex":0.17106754,"about_ca_topic_score_gemma":0.282929,"teacher_disagreement_score":0.82893246,"about_ca_system_score_codex":0.0039078826,"about_ca_system_score_gemma":0.0021524501,"threshold_uncertainty_score":0.34014362},"labels":[],"label_agreement":null},{"id":"W1631644080","doi":"","title":"Visualisation 3D du cadastre quebecois: cas d’une copropriete","year":2013,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.005853459041068547,"score_gpt":0.19144865134572864,"score_spread":0.1855951923046601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1631644080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7043847,0.005741743,0.14936648,0.008726428,0.0014176298,0.00047909204,0.004000603,0.0027904552,0.123092875],"genre_scores_gemma":[0.9074378,0.0021639522,0.05254028,0.00046672745,0.00007423431,0.000064450694,0.001814844,0.00058315735,0.034854613],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989046,0.00011778976,0.000031105337,0.00014300091,0.0005899809,0.00021348118],"domain_scores_gemma":[0.99900216,0.00031910065,0.000060155522,0.00017068797,0.0003068799,0.00014099812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009217792,0.001098404,0.00062805664,0.0026644722,0.0019901823,0.0033656897,0.0009348735,0.0020004078,0.014781054],"category_scores_gemma":[0.0019709077,0.00079371815,0.00090459286,0.0026171694,0.0019060939,0.0010005239,0.0022164425,0.0015489277,0.0013022033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014602606,0.00034252414,0.047420017,0.0014059328,0.0004933727,0.11007722,0.015394278,0.1028244,0.17761868,0.032622352,0.09502866,0.41531232],"study_design_scores_gemma":[0.00021435047,0.0003735341,0.1557053,0.0016856987,0.00030208606,0.05605578,0.01332635,0.19360821,0.05149656,0.008868762,0.5178415,0.0005218429],"about_ca_topic_score_codex":0.38866758,"about_ca_topic_score_gemma":0.5667367,"teacher_disagreement_score":0.6113324,"about_ca_system_score_codex":0.003440794,"about_ca_system_score_gemma":0.002865048,"threshold_uncertainty_score":0.7728106},"labels":[],"label_agreement":null},{"id":"W1752883989","doi":"10.5539/ass.v11n24p301","title":"Malaysian Land Administration Domain Model Country Profile","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Land administration; Administration (probate law); Domain (mathematical analysis); Computer science; Data model (GIS); Process (computing); Land use; Land information system; Conceptual model; Domain model; Object (grammar); Land management; Environmental resource management; Geography; Environmental planning; Database; Civil engineering; Mathematics; Artificial intelligence; Political science; Engineering; Economics","score_opus":0.0169397294286215,"score_gpt":0.2608831386109276,"score_spread":0.24394340918230611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1752883989","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07326508,0.0008926999,0.6240463,0.0029497454,0.0002890722,0.001324582,0.03757846,0.0070499512,0.25260413],"genre_scores_gemma":[0.4809187,0.0021962787,0.35574186,0.0007373101,0.000053978598,0.0014227232,0.054065958,0.000820902,0.10404225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994134,0.00014290508,0.00009104708,0.00011011929,0.00017021486,0.00007237078],"domain_scores_gemma":[0.9992848,0.00010346931,0.000070641276,0.00014428834,0.00035087575,0.000046025845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005921927,0.0005484808,0.00026373673,0.0010863349,0.00053533923,0.0027894871,0.001337645,0.0006709948,0.0062488113],"category_scores_gemma":[0.0013553791,0.0003220924,0.0007978103,0.0013624344,0.00054755,0.0032362277,0.0013727164,0.00096910173,0.0039028286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021322828,0.00020140434,0.021967841,0.0009975145,0.00007874586,0.0012559905,0.0026069588,0.2453282,0.004886936,0.49714395,0.073923156,0.15139613],"study_design_scores_gemma":[0.000023944736,0.000040382187,0.0043242737,0.00024610493,0.00003975661,0.00056604965,0.0008175717,0.18190977,0.003852351,0.027931247,0.7801842,0.00006431576],"about_ca_topic_score_codex":0.044212986,"about_ca_topic_score_gemma":0.03685549,"teacher_disagreement_score":0.044212986,"about_ca_system_score_codex":0.0024496384,"about_ca_system_score_gemma":0.004067338,"threshold_uncertainty_score":0.08791131},"labels":[],"label_agreement":null},{"id":"W1775234571","doi":"","title":"DIGITIZATION INITIATIVES: A RECONNAISSANCE OF THE GLOBAL LANDSCAPE","year":2008,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Digitization; Geography; Remote sensing; Computer science; Telecommunications","score_opus":0.0089555858213125,"score_gpt":0.15974926713958576,"score_spread":0.15079368131827325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1775234571","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18230958,0.039281238,0.022110863,0.12451192,0.0054807817,0.000453601,0.0045836596,0.0016737452,0.6195946],"genre_scores_gemma":[0.64735585,0.03585214,0.054785263,0.006977131,0.0013177554,0.00025237753,0.0060017225,0.00088461227,0.24657318],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993561,0.00020724481,0.000018686966,0.00007519236,0.00025182383,0.00009091094],"domain_scores_gemma":[0.99909425,0.00030268272,0.00009260311,0.00017681645,0.00015203885,0.00018155413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016329079,0.00032428929,0.00014426482,0.0024292576,0.0022479198,0.0040922225,0.00057257275,0.0011105012,0.012944736],"category_scores_gemma":[0.001798114,0.00018706969,0.00023558104,0.005619235,0.0018267035,0.0034942827,0.0033347053,0.0014210917,0.0009636162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007848858,0.000060649825,0.011985481,0.000537966,0.00002838263,0.0010359173,0.05872169,0.00070230576,0.0021568013,0.057988666,0.42027572,0.4464279],"study_design_scores_gemma":[0.000005934839,0.000022576463,0.00951851,0.00019974523,0.000009786808,0.000305548,0.024827952,0.00014744859,0.00048177547,0.0037088697,0.9607622,0.0000095621945],"about_ca_topic_score_codex":0.01590251,"about_ca_topic_score_gemma":0.084339425,"teacher_disagreement_score":0.01590251,"about_ca_system_score_codex":0.0017665824,"about_ca_system_score_gemma":0.0026069828,"threshold_uncertainty_score":0.043304443},"labels":[],"label_agreement":null},{"id":"W1879453025","doi":"10.1007/11427865_18","title":"VRML-Based 3D Collaborative GIS: A Design Perspective","year":2005,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"VRML; Computer science; Visualization; Focus (optics); The Internet; Human–computer interaction; Perspective (graphical); Software; Information visualization; Geographic information system; World Wide Web; Software engineering; Data mining; Artificial intelligence","score_opus":0.015422415471835812,"score_gpt":0.2386957322831925,"score_spread":0.22327331681135668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1879453025","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018382969,0.0011528359,0.9800592,0.0006166344,0.000061723535,0.000035125573,0.000055704637,0.0007579588,0.015422404],"genre_scores_gemma":[0.1401937,0.004203602,0.82348406,0.00038175646,0.00016442033,0.00020380372,0.00041502158,0.00059660827,0.030357068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976357,0.00088938425,0.000097711985,0.00024851225,0.0009954207,0.00013322418],"domain_scores_gemma":[0.9977939,0.0011373995,0.0001336574,0.0004164081,0.00041342652,0.00010515651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024853898,0.0015157481,0.0009791963,0.0014328395,0.0006499741,0.007512334,0.0060170186,0.0035390179,0.009185471],"category_scores_gemma":[0.0048264638,0.0017769954,0.0009795825,0.0021411628,0.0034606154,0.0056224563,0.0023740195,0.0018313462,0.0025461947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008164836,0.000087831206,0.0003486267,0.00092299737,0.00007808376,0.00051985617,0.0023515983,0.0907999,0.015089509,0.7135257,0.008458419,0.16773571],"study_design_scores_gemma":[0.00006314971,0.00022766321,0.0004146607,0.00039201893,0.00016009388,0.0017927723,0.0011073966,0.39367664,0.0357353,0.18656401,0.37972164,0.00014469077],"about_ca_topic_score_codex":0.0053621694,"about_ca_topic_score_gemma":0.0041907663,"teacher_disagreement_score":0.009185471,"about_ca_system_score_codex":0.0014160447,"about_ca_system_score_gemma":0.0012326832,"threshold_uncertainty_score":0.03072846},"labels":[],"label_agreement":null},{"id":"W1965341313","doi":"10.1068/b12984","title":"Recursive Voronoi Diagrams","year":2003,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Voronoi diagram; Delaunay triangulation; Bowyer–Watson algorithm; Centroidal Voronoi tessellation; Generator (circuit theory); Tessellation (computer graphics); Set (abstract data type); Computer science; Theoretical computer science; Constrained Delaunay triangulation; Algorithm; Mathematics; Object (grammar); Topology (electrical circuits); Combinatorics; Geometry; Computer graphics (images); Artificial intelligence; Programming language","score_opus":0.024040583460015405,"score_gpt":0.2085220850639754,"score_spread":0.18448150160395999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965341313","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045201965,0.00069302495,0.9782,0.00010542049,0.00006456996,0.000058612644,0.00011698546,0.00031725032,0.015924023],"genre_scores_gemma":[0.21198425,0.0019910464,0.7724947,0.00012328826,0.00012336024,0.00019715994,0.00058267394,0.00029388347,0.01220966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99804974,0.00046847598,0.00011063754,0.0003648999,0.0008214408,0.00018481657],"domain_scores_gemma":[0.9981589,0.00089783105,0.00013271614,0.00031890854,0.0003856233,0.00010605481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009940705,0.0004783816,0.0007408931,0.001825399,0.0011570829,0.0029843934,0.0014609555,0.00083418563,0.0061383653],"category_scores_gemma":[0.006073335,0.0004531749,0.0010181633,0.0011880168,0.0017621397,0.0030811673,0.002432818,0.0012190052,0.0019531865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000104279525,0.000007819671,0.00021072206,0.000057547368,0.00000892132,0.00007901701,0.00026491637,0.017252779,0.0012274085,0.93122035,0.0016380631,0.048022047],"study_design_scores_gemma":[0.000019729247,0.00003162029,0.00025843183,0.00007339566,0.000016726088,0.00062900677,0.00016635166,0.123427376,0.003154666,0.7166115,0.1555634,0.000047740978],"about_ca_topic_score_codex":0.0027338397,"about_ca_topic_score_gemma":0.0038526997,"teacher_disagreement_score":0.0061383653,"about_ca_system_score_codex":0.0010462382,"about_ca_system_score_gemma":0.0010331396,"threshold_uncertainty_score":0.020534813},"labels":[],"label_agreement":null},{"id":"W1969149193","doi":"10.1016/j.comgeo.2014.09.001","title":"Guest editorial: Special issue on the 25th Canadian Conference on Computational Geometry (CCCG)","year":2014,"lang":"en","type":"editorial","venue":"Computational Geometry","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geometry; Computer science; Mathematics","score_opus":0.012673999205275304,"score_gpt":0.24178915166898413,"score_spread":0.2291151524637088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969149193","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021887601,0.002780658,0.000095681375,0.02039192,0.9749405,0.000018345543,0.000059355836,0.000042483385,0.0016492145],"genre_scores_gemma":[0.0003947731,0.0034233124,0.0001286537,0.012002234,0.9642366,0.000031016603,0.00007840188,0.00008142847,0.01962348],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936977,0.0006536368,0.00042962647,0.00074596115,0.0039018884,0.0005711328],"domain_scores_gemma":[0.977391,0.0042576487,0.0012853141,0.00052577927,0.011756166,0.004784137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005909831,0.004047968,0.004861679,0.005653673,0.0038057484,0.01012991,0.0037513769,0.014904102,0.042598423],"category_scores_gemma":[0.024536522,0.0012412564,0.0030243422,0.0019429715,0.0024173672,0.0035545824,0.0024760985,0.013803164,0.022985486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020025198,0.0000051404836,0.000011595633,0.000049852955,0.0000072756943,0.000035629117,0.0000033984334,0.000012734449,0.000026336915,0.00008586655,0.99809307,0.0016490859],"study_design_scores_gemma":[0.00007279472,0.000020271835,0.00025251682,0.00022638419,0.000044112243,0.000113436705,0.000026759308,0.00016720023,0.00009261207,0.0005630824,0.9984041,0.000016758375],"about_ca_topic_score_codex":0.0056466428,"about_ca_topic_score_gemma":0.01921319,"teacher_disagreement_score":0.99435335,"about_ca_system_score_codex":0.0045535713,"about_ca_system_score_gemma":0.004966346,"threshold_uncertainty_score":0.14250594},"labels":[],"label_agreement":null},{"id":"W1969700024","doi":"10.3141/1977-15","title":"Nonstationary Spatial Interpolation Method for Urban Model Development","year":2006,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interpolation (computer graphics); Transport engineering; Multivariate interpolation; Computer science; Econometrics; Geography; Engineering; Mathematics; Bilinear interpolation; Statistics; Telecommunications","score_opus":0.06643942650234634,"score_gpt":0.3676065398381993,"score_spread":0.30116711333585294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969700024","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016784712,0.00006647044,0.9971396,0.000029380019,0.000017956289,0.00001530543,0.00006410471,0.00024134536,0.0007475012],"genre_scores_gemma":[0.07171853,0.00028550992,0.9241516,0.00003165587,0.000028332708,0.00018277236,0.00048013456,0.00021661248,0.0029049225],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994599,0.00028791206,0.000027267324,0.00006532152,0.0001375882,0.0000220105],"domain_scores_gemma":[0.9991504,0.00045315674,0.00006088834,0.000113669805,0.0002091242,0.000012769402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012117327,0.00040225466,0.00039675672,0.0007734737,0.00034954073,0.00044863025,0.0009607377,0.00046157683,0.0043314486],"category_scores_gemma":[0.0031744235,0.00029374647,0.000839306,0.0013045372,0.00026947967,0.000758429,0.000693574,0.0009792509,0.0010058489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056027162,0.00004683156,0.0010905837,0.00014856676,0.000073286195,0.00010103806,0.0001341517,0.7114207,0.0030108194,0.07556249,0.004185889,0.20416963],"study_design_scores_gemma":[0.0000026529406,0.0000099033405,0.00011071121,0.0000059911413,0.0000054116576,0.000016869688,0.000008129037,0.98894554,0.0005354732,0.0058496706,0.0045032063,0.0000064518395],"about_ca_topic_score_codex":0.0045578615,"about_ca_topic_score_gemma":0.0072611826,"teacher_disagreement_score":0.0045578615,"about_ca_system_score_codex":0.00042121898,"about_ca_system_score_gemma":0.0010296691,"threshold_uncertainty_score":0.014490128},"labels":[],"label_agreement":null},{"id":"W1973691575","doi":"10.3138/carto.46.2.109","title":"Online Visualization of 3D City Model Using CityGML and X3DOM","year":2011,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CityGML; 3D city models; Visualization; X3D; Computer science; Generalization; Representation (politics); Data visualization; Ajax; Computer graphics (images); Human–computer interaction; Web application; World Wide Web; Virtual reality; Data mining; VRML; Mathematics","score_opus":0.03377155365876288,"score_gpt":0.2835274144949705,"score_spread":0.2497558608362076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973691575","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014145229,0.00018738686,0.9320832,0.00027295717,0.00006112517,0.000089068664,0.0017217665,0.045956288,0.0054829908],"genre_scores_gemma":[0.1886317,0.00061231374,0.79768264,0.00016238476,0.000035981946,0.00027425488,0.004753696,0.003893321,0.0039536944],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997049,0.000069345064,0.000018869105,0.00005165076,0.000120074335,0.00003512786],"domain_scores_gemma":[0.9995395,0.00011635744,0.0000357427,0.00016035688,0.00008555483,0.00006256472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040976176,0.0011271584,0.0007141566,0.0015988713,0.00048341666,0.0025151202,0.0013988308,0.0007386805,0.009391393],"category_scores_gemma":[0.0013461636,0.00058087206,0.0010187629,0.0012216682,0.00037206936,0.0023614708,0.0032700966,0.0009800424,0.0022418918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012079825,0.00038902852,0.0072478917,0.001481673,0.00032763393,0.0017490223,0.0042593936,0.06380046,0.08347437,0.050836172,0.09004153,0.6951848],"study_design_scores_gemma":[0.00022774552,0.00013248587,0.0041810484,0.00019331847,0.00011172645,0.0008971952,0.0007802334,0.71492594,0.05518947,0.021156166,0.20191976,0.00028490566],"about_ca_topic_score_codex":0.005217935,"about_ca_topic_score_gemma":0.0067440383,"teacher_disagreement_score":0.009391393,"about_ca_system_score_codex":0.00037687097,"about_ca_system_score_gemma":0.00061072357,"threshold_uncertainty_score":0.03141737},"labels":[],"label_agreement":null},{"id":"W1987132344","doi":"10.1145/1187293.1187296","title":"Significant New Researcher Award","year":2005,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Field (mathematics); Graphics; Computer science; Library science; Computer graphics (images); Mathematics","score_opus":0.031055750233100903,"score_gpt":0.26656260564203016,"score_spread":0.23550685540892927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987132344","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038264808,0.009844684,0.0073187444,0.18895178,0.26726866,0.0020080965,0.006762409,0.002518201,0.51150095],"genre_scores_gemma":[0.009715704,0.007273424,0.004574661,0.026057549,0.024391767,0.0009640217,0.0054804264,0.00085681863,0.92068565],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831798,0.0021412314,0.0006749103,0.0015692702,0.008883059,0.0035518531],"domain_scores_gemma":[0.9243143,0.001750388,0.0012371787,0.0024643114,0.028701693,0.041532103],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014935583,0.0018301969,0.0026107584,0.003757212,0.0048085274,0.012459459,0.0036869524,0.0067535983,0.33174005],"category_scores_gemma":[0.027129948,0.0008313939,0.0019953458,0.0020972635,0.0016208275,0.0032202257,0.010776171,0.007672269,0.25490534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012550567,0.00012415723,0.0004369449,0.000120269964,0.000016923565,0.00019656867,0.000053728636,0.00004774287,0.00035614293,0.0056476616,0.9404543,0.052420102],"study_design_scores_gemma":[0.00007041694,0.00017102191,0.0006109954,0.00010714338,0.000016686472,0.00023586508,0.00012704797,0.000116969546,0.00018258409,0.002087416,0.996253,0.000020678746],"about_ca_topic_score_codex":0.0015865497,"about_ca_topic_score_gemma":0.005976065,"teacher_disagreement_score":0.66826,"about_ca_system_score_codex":0.0045448453,"about_ca_system_score_gemma":0.027224943,"threshold_uncertainty_score":0.9531917},"labels":[],"label_agreement":null},{"id":"W1990440280","doi":"10.1007/s00548-002-0085-1","title":"Freie GIS-Software","year":2002,"lang":"de","type":"article","venue":"Standort","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.02075121774958708,"score_gpt":0.21535237242188107,"score_spread":0.194601154672294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990440280","genre_codex":"software","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003755826,0.00056803896,0.2587767,0.00042187714,0.00024175868,0.00013192365,0.019513598,0.6408859,0.075704366],"genre_scores_gemma":[0.06061031,0.0012732466,0.3748179,0.0010795618,0.00017112373,0.00073488476,0.123929955,0.22713433,0.2102486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990669,0.00013080574,0.00006828603,0.00025608542,0.0003545358,0.00012349163],"domain_scores_gemma":[0.99910337,0.00025348392,0.000038999417,0.00031324915,0.00023493182,0.00005594923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010148503,0.0026276307,0.0014129108,0.0032608015,0.0010088639,0.003395139,0.0022619877,0.0015174826,0.13849203],"category_scores_gemma":[0.003058013,0.0018240208,0.0018336297,0.0017027581,0.00053935265,0.0036259447,0.0024634183,0.0024412167,0.10577893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038712568,0.00012905568,0.0012264447,0.00060898834,0.00019780376,0.00033067696,0.00049132295,0.007164843,0.00800985,0.04657013,0.6338151,0.3010686],"study_design_scores_gemma":[0.00016124149,0.000040885978,0.00067389716,0.00017097183,0.00007769991,0.0004588684,0.000092764836,0.03341567,0.01233004,0.022901483,0.9295455,0.00013094496],"about_ca_topic_score_codex":0.008827323,"about_ca_topic_score_gemma":0.008482046,"teacher_disagreement_score":0.13849203,"about_ca_system_score_codex":0.00087023596,"about_ca_system_score_gemma":0.0013780121,"threshold_uncertainty_score":0.46330202},"labels":[],"label_agreement":null},{"id":"W1994084567","doi":"10.3138/carto.43.2.85","title":"Keyhole, Google Earth, and 3D Worlds: An Interview with Avi Bar-Zeev","year":2008,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Visual arts; Entertainment; MAGIC (telescope); Computer graphics (images); Rendering (computer graphics); World Wide Web; Art; Computer science; Media studies; Sociology","score_opus":0.014046007347007537,"score_gpt":0.24508913880140962,"score_spread":0.23104313145440208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994084567","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11709951,0.02502784,0.002761759,0.79607916,0.0056987177,0.00015630829,0.00022034974,0.00017658889,0.052779667],"genre_scores_gemma":[0.6927053,0.0208337,0.0031401,0.22961326,0.0014452031,0.00034127888,0.00019405583,0.00045782066,0.051269475],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991882,0.0054444224,0.00017240572,0.00037633374,0.0009887571,0.0011361385],"domain_scores_gemma":[0.9895219,0.00555001,0.0003580541,0.00013157881,0.0011103513,0.0033281154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009307788,0.00065175135,0.000982996,0.0016161682,0.019056495,0.00879231,0.0016480145,0.0076965103,0.005025232],"category_scores_gemma":[0.0144675365,0.0010003691,0.00049593736,0.0020689287,0.012232802,0.016753986,0.0066976803,0.015124973,0.0010115042],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050642546,0.0000953216,0.0015256213,0.00014899598,0.0000078456715,0.0019739985,0.768452,0.00011547253,0.00048987,0.014856554,0.1990762,0.013207516],"study_design_scores_gemma":[0.0000092734,0.00003876651,0.00078315916,0.0002510246,0.0000034001969,0.0011030488,0.7206725,0.00014794133,0.00007023552,0.0015159238,0.2753545,0.00005023251],"about_ca_topic_score_codex":0.045925193,"about_ca_topic_score_gemma":0.05301662,"teacher_disagreement_score":0.045925193,"about_ca_system_score_codex":0.00755412,"about_ca_system_score_gemma":0.0045595467,"threshold_uncertainty_score":0.09131575},"labels":[],"label_agreement":null},{"id":"W1999008732","doi":"10.1080/17538947.2012.753474","title":"Expeditious management plan towards digital earth","year":2012,"lang":"en","type":"article","venue":"International Journal of Digital Earth","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Cadastre; Geospatial analysis; Digital Earth; Plan (archaeology); Computer science; Work (physics); Data science; Geographic information system; Engineering; Geography; Cartography","score_opus":0.013579147984739987,"score_gpt":0.2298047922346657,"score_spread":0.2162256442499257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999008732","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08597331,0.0011571835,0.38267767,0.027611535,0.00061077526,0.0012938298,0.0019939174,0.0031275526,0.4955542],"genre_scores_gemma":[0.5538378,0.001977068,0.36447355,0.0014917232,0.00007455259,0.00063494075,0.003051072,0.00031837678,0.07414092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99865794,0.00042053201,0.0000777616,0.00014779303,0.00044712922,0.0002488053],"domain_scores_gemma":[0.9991818,0.00006732388,0.00007372043,0.00015210497,0.00036518875,0.00015984397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014518531,0.00037478577,0.00019062059,0.0020234575,0.001890188,0.0049491785,0.0015542863,0.0014313986,0.010522054],"category_scores_gemma":[0.0017700123,0.00022993908,0.00046360455,0.0019797261,0.0009990927,0.0042125704,0.0033329986,0.0012902766,0.0020339864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008546377,0.00020494225,0.0043113083,0.00027511746,0.000024782044,0.0007394309,0.0017228327,0.023649279,0.003343028,0.7798416,0.043406103,0.142396],"study_design_scores_gemma":[0.000042776144,0.00011476741,0.0031396002,0.0002832481,0.000033755783,0.00034270374,0.007341795,0.033117745,0.0047070454,0.15228832,0.79851615,0.00007212491],"about_ca_topic_score_codex":0.010606006,"about_ca_topic_score_gemma":0.017722797,"teacher_disagreement_score":0.010606006,"about_ca_system_score_codex":0.0024506825,"about_ca_system_score_gemma":0.0067678336,"threshold_uncertainty_score":0.03519982},"labels":[],"label_agreement":null},{"id":"W2014588084","doi":"10.5194/isprsarchives-xl-2-w2-53-2013","title":"EXPERIMENTS WITH NOTARIES ABOUT THE SEMIOLOGY OF 3D CADASTRAL MODELS","year":2013,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Visualization; Computer science; Transparency (behavior); Cadastre; Information visualization; Task (project management); Artificial intelligence; Human–computer interaction; Natural language processing; Engineering; Law; Political science","score_opus":0.01963316987009583,"score_gpt":0.24585470374930013,"score_spread":0.2262215338792043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014588084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97889245,0.000112880065,0.014513958,0.00026210357,0.000054341996,0.000565349,0.00026564932,0.00033605794,0.0049971947],"genre_scores_gemma":[0.96388185,0.0001521647,0.030891145,0.00013582336,0.000034020635,0.00056605943,0.0007392434,0.00022875873,0.0033709384],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98547804,0.011508588,0.0006982818,0.0011325221,0.0008306248,0.00035192157],"domain_scores_gemma":[0.7931134,0.18541868,0.0041754255,0.011502665,0.0039313845,0.0018584242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010650787,0.0014424861,0.0010667859,0.00075736037,0.0014819623,0.0021673741,0.0022418224,0.0021510844,0.008397549],"category_scores_gemma":[0.089843564,0.000533033,0.0009215244,0.0009236461,0.0015195698,0.0034203918,0.003795658,0.001612788,0.001213581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017499419,0.010483462,0.038790535,0.010109627,0.00048087502,0.0041470868,0.39665714,0.033597115,0.15868874,0.011065032,0.014538726,0.30394226],"study_design_scores_gemma":[0.0023043049,0.029945744,0.13511212,0.003087834,0.00091134897,0.004374871,0.26126507,0.2739266,0.14135845,0.022103483,0.12446189,0.0011483899],"about_ca_topic_score_codex":0.0010687236,"about_ca_topic_score_gemma":0.0015366415,"teacher_disagreement_score":0.010650787,"about_ca_system_score_codex":0.00083859963,"about_ca_system_score_gemma":0.00047000204,"threshold_uncertainty_score":0.056327403},"labels":[],"label_agreement":null},{"id":"W2020099338","doi":"10.1145/380666.380668","title":"Alain Fournier, 1943-2000","year":2000,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer graphics (images); Computer science","score_opus":0.012032017214090708,"score_gpt":0.21570734345230363,"score_spread":0.20367532623821294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020099338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023989966,0.1514391,0.002322902,0.26079574,0.08571143,0.000060097205,0.00084872986,0.00040885006,0.4960142],"genre_scores_gemma":[0.013842679,0.019851634,0.00035597192,0.013142763,0.0065445825,0.00003087962,0.00015522502,0.00014099796,0.9459353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936503,0.000069055706,0.000028755037,0.0002092184,0.00025146344,0.00007647679],"domain_scores_gemma":[0.99900645,0.00015615787,0.00007630432,0.000043793363,0.00038819367,0.00032910903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008475375,0.0008333061,0.00039308454,0.0008500366,0.002128424,0.005428794,0.0006657179,0.003423052,0.105630055],"category_scores_gemma":[0.0035317237,0.0002613044,0.00019442344,0.0009035574,0.0010895737,0.0035282385,0.002370165,0.0031341997,0.0557864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036594934,0.0000106346515,0.00019172841,0.000057823596,0.0000020263033,0.00009176832,0.00010126402,0.00007085243,0.00019245237,0.014229598,0.94284827,0.04216699],"study_design_scores_gemma":[9.891203e-7,0.000002911681,0.00011070747,0.0000364177,5.078795e-7,0.000039855677,0.000025351113,0.0000179401,0.000050848732,0.00061196054,0.9991007,0.0000016987119],"about_ca_topic_score_codex":0.005972251,"about_ca_topic_score_gemma":0.0078095607,"teacher_disagreement_score":0.105630055,"about_ca_system_score_codex":0.0045170044,"about_ca_system_score_gemma":0.0013939821,"threshold_uncertainty_score":0.35336775},"labels":[],"label_agreement":null},{"id":"W2021999669","doi":"10.1115/ipc2010-31382","title":"Integrating ILI Data With Publicly Available Mapping Solutions","year":2010,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Computer science; Pipeline (software); Inertial measurement unit; Field (mathematics); Geographic coordinate system; Spatial analysis; Data mining; Information retrieval; Data science; Remote sensing; Computer vision; Geography; Cartography","score_opus":0.04600083445030694,"score_gpt":0.2267997289854054,"score_spread":0.18079889453509845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021999669","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117833965,0.000872464,0.44537255,0.0045844736,0.0006785076,0.00087220944,0.17020148,0.084793866,0.17479043],"genre_scores_gemma":[0.37006092,0.0005621773,0.3762376,0.00046719098,0.00021739457,0.00060502696,0.23815489,0.0028266162,0.010868215],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99720794,0.0007597699,0.00033510407,0.00030595798,0.0011320926,0.00025913547],"domain_scores_gemma":[0.9921938,0.0010549308,0.0007635676,0.002820773,0.0029362885,0.00023054544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046650674,0.00048173533,0.00050249,0.00736218,0.000650152,0.0028502021,0.0018770313,0.0008181834,0.013726534],"category_scores_gemma":[0.0129000675,0.0004302406,0.00067854737,0.009374704,0.00032298014,0.0034929016,0.003467654,0.0011881872,0.008229195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004050668,0.0006602071,0.072896115,0.0012654291,0.0002761992,0.00062303257,0.002791879,0.03996886,0.0062538194,0.022931727,0.2204549,0.6314728],"study_design_scores_gemma":[0.0001130422,0.00016266966,0.071870856,0.00087660307,0.00022274183,0.0003571915,0.0053865653,0.24081224,0.01662253,0.015504974,0.6477233,0.0003472752],"about_ca_topic_score_codex":0.01978976,"about_ca_topic_score_gemma":0.026503619,"teacher_disagreement_score":0.01978976,"about_ca_system_score_codex":0.0012105556,"about_ca_system_score_gemma":0.0015626313,"threshold_uncertainty_score":0.045919836},"labels":[],"label_agreement":null},{"id":"W2023021923","doi":"10.3166/geo.18.67-94","title":"Saisie semi-automatique de bâtiments 3D dans une BD à représentations multiples. Vers une approche intégrée","year":2008,"lang":"fr","type":"article","venue":"Revue internationale de géomatique","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Multiple; Humanities; INT; Mathematics; Computer science; Art; Arithmetic; Programming language","score_opus":0.017770339785212738,"score_gpt":0.2693222394665551,"score_spread":0.25155189968134234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023021923","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020467676,0.000085405,0.99616134,0.00006013361,0.000031515858,0.000019152558,0.000047898546,0.00090355176,0.000644255],"genre_scores_gemma":[0.077037804,0.0002324665,0.91347945,0.000087498775,0.000033171855,0.00007231221,0.00039416135,0.00052754226,0.008135535],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99858725,0.00031017454,0.000083518185,0.00039254726,0.00054811314,0.00007841229],"domain_scores_gemma":[0.99812144,0.0007046936,0.00008678735,0.0005435071,0.00048145748,0.000062147345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011036941,0.001207586,0.001106242,0.0010263973,0.0007816945,0.003805839,0.0015084486,0.0018173134,0.0067913374],"category_scores_gemma":[0.0044558886,0.0011222761,0.002243612,0.00084906886,0.001143181,0.0021368433,0.002120731,0.0028248671,0.002799923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004722157,0.00009664757,0.001588262,0.0005312146,0.00022024647,0.0003393078,0.0006768378,0.3128896,0.05481986,0.056641575,0.0057369643,0.56598735],"study_design_scores_gemma":[0.000017658256,0.00004625182,0.00034767523,0.00005953806,0.00002467646,0.00019064118,0.00011633818,0.95118695,0.016339788,0.011908503,0.01973715,0.000024924066],"about_ca_topic_score_codex":0.016565617,"about_ca_topic_score_gemma":0.020603742,"teacher_disagreement_score":0.016565617,"about_ca_system_score_codex":0.0009135337,"about_ca_system_score_gemma":0.0013092234,"threshold_uncertainty_score":0.03293842},"labels":[],"label_agreement":null},{"id":"W2026375030","doi":"10.3166/geo.18.41-65","title":"CartAble, système d'aide au paramétrage de traitements géographiques complexes","year":2008,"lang":"fr","type":"article","venue":"Revue internationale de géomatique","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","score_opus":0.03680404200186154,"score_gpt":0.25367357621008774,"score_spread":0.2168695342082262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026375030","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025438465,0.0010295494,0.9287732,0.00023479266,0.00018253332,0.00012458308,0.0013708976,0.03670092,0.006144945],"genre_scores_gemma":[0.40791878,0.0014394223,0.55414957,0.00040187422,0.0001609392,0.00035614255,0.0034398523,0.0015140014,0.030619428],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991559,0.00013919876,0.00004320285,0.00026217144,0.00034360803,0.000055914563],"domain_scores_gemma":[0.9991032,0.00029956957,0.00007198424,0.00022715733,0.00023305617,0.000065115935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064932124,0.0011258599,0.0012649972,0.0011678443,0.00068927417,0.0027384222,0.0012875268,0.0013118833,0.011777732],"category_scores_gemma":[0.0026287443,0.0006541066,0.0005920161,0.0011619217,0.0006060081,0.0015632979,0.0011425904,0.0010437026,0.0042546256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011958213,0.00025343546,0.004808333,0.000832234,0.00022489805,0.00061729207,0.0006243071,0.18744268,0.117677815,0.018850062,0.030010324,0.63746285],"study_design_scores_gemma":[0.0001867711,0.00025270198,0.0057474296,0.00007910339,0.0001208821,0.00051915157,0.00011446371,0.8331632,0.04929189,0.0071066106,0.10327101,0.00014681545],"about_ca_topic_score_codex":0.016787268,"about_ca_topic_score_gemma":0.012498731,"teacher_disagreement_score":0.016787268,"about_ca_system_score_codex":0.000712352,"about_ca_system_score_gemma":0.0013484264,"threshold_uncertainty_score":0.0394004},"labels":[],"label_agreement":null},{"id":"W2026934506","doi":"10.1016/j.compenvurbsys.2012.08.006","title":"How the ISO 19152 Land Administration Domain Model performs in the comparison of cadastral systems: A case study of condominium/co-ownership in Quebec (Canada) and Alsace Moselle (France)","year":2012,"lang":"en","type":"article","venue":"Computers Environment and Urban Systems","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cadastre; Land administration; Documentation; Computer science; Domain model; Software engineering; Process (computing); Engineering; Geography; Programming language; Cartography","score_opus":0.02079507189794462,"score_gpt":0.21523452957931144,"score_spread":0.19443945768136683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026934506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841962,0.00010565449,0.0038902825,0.00022931086,0.000010828101,0.00008215254,0.0010801997,0.00012970342,0.010275646],"genre_scores_gemma":[0.9897686,0.00008051873,0.007028319,0.000024568302,0.0000013805029,0.000019313733,0.0012753948,0.00008491125,0.001716859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838364,0.00062506,0.000085309,0.00017353035,0.000549606,0.00018283259],"domain_scores_gemma":[0.9948259,0.0018639051,0.0002626003,0.00035843707,0.002569482,0.00011976326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036265221,0.00041262267,0.00040540157,0.0016708656,0.0014874842,0.0047500865,0.00092982646,0.0009581466,0.0020519285],"category_scores_gemma":[0.010335511,0.0003128105,0.00046632637,0.0035270266,0.0009749421,0.0015314915,0.000527955,0.0004963178,0.0005064894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010173453,0.0006482608,0.54540986,0.00030575477,0.00020821534,0.0011185282,0.012809285,0.28542003,0.0085628675,0.011245719,0.008131799,0.12512226],"study_design_scores_gemma":[0.000061646046,0.0002061483,0.38490245,0.00018549411,0.00018676951,0.00026937752,0.02702565,0.56215465,0.006419532,0.0014288379,0.017021082,0.00013847655],"about_ca_topic_score_codex":0.8971138,"about_ca_topic_score_gemma":0.9205406,"teacher_disagreement_score":0.1028862,"about_ca_system_score_codex":0.01186642,"about_ca_system_score_gemma":0.0070643974,"threshold_uncertainty_score":0.20698416},"labels":[],"label_agreement":null},{"id":"W2027564705","doi":"10.1680/tran.2001.147.2.61","title":"CrossRail: Scope, background and feasibility","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Transport","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Train; Quarter (Canadian coin); Work (physics); Transport engineering; Engineering; Civil engineering; Geography; Telecommunications; Archaeology; Computer science","score_opus":0.02377934977923607,"score_gpt":0.2384889352196135,"score_spread":0.21470958544037744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027564705","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10475544,0.050485313,0.039269753,0.06951564,0.0016769106,0.0020134058,0.0017563816,0.0005498978,0.7299773],"genre_scores_gemma":[0.59177196,0.03987783,0.063616164,0.012326239,0.001577661,0.002819381,0.0030915476,0.00049991,0.28441936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.992125,0.0025670629,0.0004391792,0.0012689427,0.002231604,0.0013682329],"domain_scores_gemma":[0.98745173,0.0044263895,0.0010604251,0.0008481293,0.0038830263,0.002330287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013292456,0.0006831907,0.00036579045,0.00402265,0.0030128073,0.011201483,0.0035042844,0.0040655592,0.03406768],"category_scores_gemma":[0.013567178,0.0009429344,0.00047975202,0.00298309,0.003417888,0.008911809,0.0106375,0.0028403439,0.005664741],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046599066,0.0011786213,0.012880153,0.002541189,0.000016035809,0.0018870329,0.0073127956,0.002348475,0.0027517478,0.5091274,0.045550458,0.4139402],"study_design_scores_gemma":[0.000060178085,0.00093031366,0.013295179,0.0022625462,0.000014341966,0.001802217,0.015683198,0.0023950273,0.003032823,0.02688476,0.933544,0.00009535172],"about_ca_topic_score_codex":0.008001132,"about_ca_topic_score_gemma":0.009345444,"teacher_disagreement_score":0.03406768,"about_ca_system_score_codex":0.0054076286,"about_ca_system_score_gemma":0.014708296,"threshold_uncertainty_score":0.11396778},"labels":[],"label_agreement":null},{"id":"W2029871590","doi":"10.1007/s11004-013-9490-1","title":"CDFSIM: Efficient Stochastic Simulation Through Decomposition of Cumulative Distribution Functions of Transformed Spatial Patterns","year":2013,"lang":"en","type":"article","venue":"Mathematical Geosciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cumulative distribution function; Decomposition; Hydrogeology; Distribution (mathematics); Mathematics; Spatial distribution; Applied mathematics; Statistical physics; Statistics; Geology; Computer science; Probability density function; Mathematical analysis; Physics; Geotechnical engineering","score_opus":0.01731151878289465,"score_gpt":0.2709764902940033,"score_spread":0.2536649715111086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029871590","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017520612,0.00006768874,0.9745267,0.00012445627,0.000055800127,0.00004557432,0.0005442677,0.0049583917,0.0021565072],"genre_scores_gemma":[0.591206,0.00023594454,0.4018115,0.0001493877,0.00007032994,0.0003094464,0.0015826161,0.0017412131,0.0028935296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995515,0.00014116663,0.000023782939,0.000051957715,0.00017254234,0.000059047023],"domain_scores_gemma":[0.99744165,0.0016487797,0.00016438066,0.00024690115,0.00034879614,0.00014964434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012528903,0.0009386216,0.0009858133,0.0012191306,0.0005533899,0.0014636467,0.0017832029,0.0013613086,0.0066253715],"category_scores_gemma":[0.0063502905,0.0007174501,0.0009308565,0.0015410549,0.0005920931,0.0011506567,0.0013563315,0.0012325753,0.0011012948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052836953,0.000034672867,0.0008127866,0.00003167278,0.000029437653,0.000052491156,0.000035165125,0.9708774,0.00044974303,0.0130688185,0.0020331198,0.012521801],"study_design_scores_gemma":[0.0000057733478,0.000001825722,0.000017329154,0.0000014466443,0.0000011862029,0.0000057721863,0.0000018139016,0.99799395,0.0001236898,0.0015881925,0.00025726168,0.000001926231],"about_ca_topic_score_codex":0.018944228,"about_ca_topic_score_gemma":0.013620497,"teacher_disagreement_score":0.018944228,"about_ca_system_score_codex":0.0011482845,"about_ca_system_score_gemma":0.0021661166,"threshold_uncertainty_score":0.03766793},"labels":[],"label_agreement":null},{"id":"W2032511504","doi":"10.5539/mas.v4n11p36","title":"Design and Implementation of a Web-Based Geotechnical Database Management System for Nigerian Soils","year":2010,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Database; Computer science; Raw data; Database testing; Extensibility; Point (geometry); Interface (matter); Web application; Data management; World Wide Web; Database design; View","score_opus":0.014449296987177155,"score_gpt":0.25803616545920144,"score_spread":0.2435868684720243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032511504","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15715499,0.0012412185,0.76391315,0.001250616,0.00035279448,0.0065932847,0.0032229659,0.043650225,0.022620741],"genre_scores_gemma":[0.3202649,0.0009599847,0.65225637,0.00050853,0.00011893097,0.003084151,0.008163972,0.0011133342,0.013529882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982803,0.00026445245,0.00037484663,0.00037916013,0.00055090874,0.00015036608],"domain_scores_gemma":[0.99754685,0.0004412044,0.00022084395,0.0004495305,0.00086644804,0.0004751084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032359893,0.00040968848,0.000796971,0.0016188826,0.0009395924,0.00418084,0.0026426692,0.0010398325,0.0040124613],"category_scores_gemma":[0.0034405373,0.00066712656,0.0004002059,0.0016136104,0.0004380439,0.0027152256,0.0016357726,0.00088744215,0.0023044695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013010436,0.0025075364,0.03158618,0.0019638278,0.00027853533,0.0036275634,0.0052076597,0.012185867,0.0962067,0.02098722,0.04489837,0.7792495],"study_design_scores_gemma":[0.0010608801,0.0014311861,0.06450957,0.0013158526,0.00060366624,0.004705042,0.0045310864,0.27990517,0.10521755,0.011440323,0.5247588,0.0005208228],"about_ca_topic_score_codex":0.0023210063,"about_ca_topic_score_gemma":0.0015736725,"teacher_disagreement_score":0.00418084,"about_ca_system_score_codex":0.0007413318,"about_ca_system_score_gemma":0.0024514287,"threshold_uncertainty_score":0.017113805},"labels":[],"label_agreement":null},{"id":"W2032622532","doi":"10.1590/s1982-21702012000100001","title":"Cadastro Territorial Multifinalitário: dados e problemas de implementação do convencional ao 3D e 4D","year":2012,"lang":"pt","type":"article","venue":"Boletim de Ciências Geodésicas","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Political science; Humanities; Business; Philosophy","score_opus":0.024111910601030323,"score_gpt":0.28244391968292054,"score_spread":0.25833200908189025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032622532","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.256479,0.003722822,0.3220685,0.023730163,0.0007312319,0.00086359866,0.0033031295,0.0044062226,0.38469532],"genre_scores_gemma":[0.83709514,0.0022407195,0.105273575,0.0011156796,0.000101901605,0.00054773124,0.0015856491,0.00057053106,0.051469117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926509,0.0028422405,0.00046893727,0.0009725126,0.0022833014,0.00078204676],"domain_scores_gemma":[0.9828356,0.006497397,0.0015958006,0.0040356377,0.003801034,0.0012346413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00859041,0.0005177645,0.00051949895,0.0021365983,0.0030096178,0.011062124,0.0028529207,0.0018432908,0.017056203],"category_scores_gemma":[0.021652626,0.0006868558,0.00074755657,0.0031832203,0.0027739226,0.00789796,0.0052085104,0.0019483893,0.0024542767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040803582,0.00026147085,0.060373086,0.0015387177,0.00014112022,0.0013847263,0.047039416,0.016666714,0.0055566877,0.43567514,0.04214985,0.3888051],"study_design_scores_gemma":[0.000061590836,0.00027344114,0.030574467,0.0012349185,0.00013012245,0.00082735124,0.049363,0.034844205,0.0036299804,0.065283835,0.8135111,0.00026601646],"about_ca_topic_score_codex":0.046985317,"about_ca_topic_score_gemma":0.03784628,"teacher_disagreement_score":0.046985317,"about_ca_system_score_codex":0.0059996704,"about_ca_system_score_gemma":0.0066144057,"threshold_uncertainty_score":0.093423665},"labels":[],"label_agreement":null},{"id":"W2038701342","doi":"10.3166/rig.16.9-27","title":"Fondement de la modélisation conceptuelle des bases de données géospatiales 3D","year":2006,"lang":"fr","type":"article","venue":"Revue internationale de géomatique","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","score_opus":0.01753679168897048,"score_gpt":0.2458602817629596,"score_spread":0.2283234900739891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038701342","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023555837,0.0017774095,0.98190665,0.0016776411,0.00026914797,0.00012185994,0.0006020444,0.001676376,0.009613315],"genre_scores_gemma":[0.065505706,0.004631755,0.91030324,0.00066296704,0.0003210718,0.0006638477,0.0031753448,0.0006356646,0.014100422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9866042,0.0040132394,0.0011199354,0.0017526358,0.0060892976,0.00042074974],"domain_scores_gemma":[0.99125683,0.0040370133,0.00040281695,0.0022054003,0.0018076536,0.000290379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012388661,0.0018199517,0.0014070282,0.0041562775,0.0019468034,0.01624688,0.004082035,0.0036511717,0.007497001],"category_scores_gemma":[0.019329796,0.0017149647,0.004593822,0.0044351043,0.0056109144,0.012023217,0.004996139,0.0063882056,0.0034616746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055772485,0.00004945921,0.0007651102,0.0004760977,0.00010250082,0.00035174814,0.0018150582,0.013344102,0.00208997,0.89316326,0.0064655216,0.081321314],"study_design_scores_gemma":[0.000061135805,0.000062920015,0.0006266733,0.00072144624,0.00008270813,0.00088770036,0.0006589105,0.08038488,0.0063995277,0.26558074,0.6444119,0.000121366305],"about_ca_topic_score_codex":0.028750395,"about_ca_topic_score_gemma":0.010788389,"teacher_disagreement_score":0.028750395,"about_ca_system_score_codex":0.004815158,"about_ca_system_score_gemma":0.0051931115,"threshold_uncertainty_score":0.06551826},"labels":[],"label_agreement":null},{"id":"W2043193623","doi":"10.1007/s00454-010-9313-9","title":"Letter from the New Editors-in-Chief","year":2010,"lang":"en","type":"letter","venue":"Discrete & Computational Geometry","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Honor; Editorial board; Editor in chief; Quarter (Canadian coin); Mathematics; Field (mathematics); Geometry; Computer science; Library science; Artificial intelligence; Management; Geography; Pure mathematics; Archaeology","score_opus":0.008992598889359124,"score_gpt":0.22341108894231365,"score_spread":0.21441849005295452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043193623","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033534007,0.001412425,0.00019172273,0.8650478,0.12594141,0.000025359912,0.00012119902,0.000059476934,0.0068651964],"genre_scores_gemma":[0.0044752755,0.0017842232,0.00037171887,0.84989625,0.092718504,0.0000789997,0.00008466633,0.00006858922,0.05052176],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972765,0.00050313066,0.00026022716,0.00045805657,0.0010595211,0.0004425967],"domain_scores_gemma":[0.9951798,0.0020113247,0.0003252542,0.00013258126,0.0013143695,0.0010366341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024127283,0.0011661885,0.0018066053,0.00081518106,0.0034305917,0.0056065237,0.0013514187,0.032125488,0.010535332],"category_scores_gemma":[0.022301933,0.0009245172,0.0012278757,0.00052610936,0.0017113847,0.0036405034,0.0013344969,0.027609296,0.01374565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004302008,0.000015251718,0.00012911399,0.000019265624,0.000005499391,0.0005290814,0.000029305887,0.000032698536,0.000059858856,0.0004975192,0.996225,0.0024143707],"study_design_scores_gemma":[0.00006366581,0.000053046642,0.00074871915,0.00012396507,0.000020688567,0.0012883231,0.00034935438,0.0005327526,0.00021053711,0.0026793722,0.9938823,0.00004722756],"about_ca_topic_score_codex":0.0031914755,"about_ca_topic_score_gemma":0.0054702912,"teacher_disagreement_score":0.032125488,"about_ca_system_score_codex":0.002932331,"about_ca_system_score_gemma":0.0032720803,"threshold_uncertainty_score":0.035244167},"labels":[],"label_agreement":null},{"id":"W2046930693","doi":"10.3166/geo.19.385-412","title":"Génération automatisée d'environnements géographiques virtuels informés Modélisation topologique et abstraction géométrique d'environnements géographiques","year":2009,"lang":"fr","type":"article","venue":"Revue internationale de géomatique","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Sociology; Art","score_opus":0.015797091544836384,"score_gpt":0.26728452438388506,"score_spread":0.2514874328390487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046930693","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035786655,0.00011969305,0.95313764,0.000100146244,0.00008147611,0.00009289188,0.0003760507,0.008270036,0.0020354087],"genre_scores_gemma":[0.38104886,0.0003232072,0.60292864,0.00009076944,0.000047783713,0.0003195406,0.0024012832,0.0013769383,0.011462986],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986394,0.00023025405,0.000052421576,0.0003459758,0.0006343002,0.00009766107],"domain_scores_gemma":[0.9982919,0.0008437281,0.000087849585,0.00031622063,0.00042264507,0.000037694095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008067849,0.0017522199,0.0012011662,0.0013322129,0.00069875893,0.0026054147,0.00078987685,0.001166199,0.003887295],"category_scores_gemma":[0.0030632988,0.0009241258,0.002002506,0.0008716447,0.00085320417,0.0012558965,0.0010393185,0.001363628,0.0016707383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005537288,0.0002301855,0.0045235576,0.00037423006,0.00019732467,0.0004999316,0.00075799663,0.51257896,0.08786342,0.019396925,0.006326867,0.36669686],"study_design_scores_gemma":[0.000065803404,0.00005310932,0.0018384573,0.000016391796,0.00004176441,0.00009596233,0.000059267397,0.93940115,0.045010958,0.00434984,0.009036919,0.000030372727],"about_ca_topic_score_codex":0.024886124,"about_ca_topic_score_gemma":0.016930256,"teacher_disagreement_score":0.024886124,"about_ca_system_score_codex":0.001287159,"about_ca_system_score_gemma":0.0015416434,"threshold_uncertainty_score":0.049482584},"labels":[],"label_agreement":null},{"id":"W2050997648","doi":"10.1016/j.compenvurbsys.2007.11.001","title":"Multilayer hybrid visualizations to support 3D GIS","year":2008,"lang":"en","type":"article","venue":"Computers Environment and Urban Systems","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Zoom; Visualization; Window (computing); Hybrid system; Terrain; Set (abstract data type); Layer (electronics); Data visualization; Human–computer interaction; Point (geometry); Chart; Computer graphics (images); Data mining; World Wide Web; Cartography; Engineering; Geography","score_opus":0.016788449741178116,"score_gpt":0.19843021142940617,"score_spread":0.18164176168822804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050997648","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018407578,0.00011725271,0.96178323,0.00021602343,0.0000775339,0.000038315942,0.0007321969,0.015579357,0.003048552],"genre_scores_gemma":[0.3507033,0.0004256448,0.6400149,0.00015182116,0.000060734463,0.0001488096,0.0017924341,0.00243631,0.004266021],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999694,0.000068335794,0.000024597202,0.000029934892,0.0001532011,0.000029985837],"domain_scores_gemma":[0.9989328,0.000372987,0.00005230846,0.000296801,0.000271969,0.00007322285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004813376,0.000881096,0.00065533526,0.0011183971,0.00045461764,0.0022682457,0.0010764074,0.0006635879,0.011363959],"category_scores_gemma":[0.0024672165,0.0007698591,0.00091071875,0.0010692537,0.00028334092,0.0017517412,0.0025145388,0.0009952072,0.0012713041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000609041,0.00022777992,0.004872293,0.00062142767,0.00040515992,0.0006849049,0.0010462239,0.41508505,0.08445128,0.057975546,0.039733328,0.39428797],"study_design_scores_gemma":[0.000032135908,0.00003389292,0.0006314441,0.000037071295,0.00004938591,0.0000989278,0.00007247707,0.945991,0.017741313,0.015599268,0.019667132,0.000045945457],"about_ca_topic_score_codex":0.0042402665,"about_ca_topic_score_gemma":0.0072720633,"teacher_disagreement_score":0.011363959,"about_ca_system_score_codex":0.00038798622,"about_ca_system_score_gemma":0.00043516263,"threshold_uncertainty_score":0.0380162},"labels":[],"label_agreement":null},{"id":"W2062232690","doi":"10.1080/17538947.2012.667159","title":"Web-based visualization of large 3D urban building models","year":2012,"lang":"en","type":"article","venue":"International Journal of Digital Earth","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Rendering (computer graphics); Computer science; Visualization; 3D rendering; Web application; Real-time rendering; 3D city models; Computer graphics (images); Geographic information system; Data mining; World Wide Web; Geography; Cartography","score_opus":0.013895481319188592,"score_gpt":0.2658062451687341,"score_spread":0.25191076384954547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062232690","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26460695,0.00030547642,0.6923516,0.00026122667,0.00008274722,0.00012034345,0.0013729134,0.02436437,0.01653441],"genre_scores_gemma":[0.8321496,0.00036747474,0.15897043,0.000062617575,0.000030403788,0.000090642556,0.0014203825,0.0016739677,0.00523458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998859,0.000026083402,0.000004062542,0.000010894967,0.00006408307,0.000008947771],"domain_scores_gemma":[0.9997546,0.00011020049,0.000011243269,0.00005416951,0.000043150896,0.0000267162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015641248,0.00042288908,0.00037286105,0.00046499516,0.00017119062,0.0007009873,0.0003994971,0.00036090592,0.0061801346],"category_scores_gemma":[0.00045300173,0.00018741997,0.00036402725,0.00045268468,0.00014368081,0.0005277912,0.00086967146,0.00047889652,0.0009787584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010366885,0.0005151081,0.003825408,0.00044179344,0.00016821234,0.001918152,0.00084600184,0.40385026,0.27943113,0.007683792,0.018902283,0.28138113],"study_design_scores_gemma":[0.000057473557,0.00006306188,0.0028200978,0.000016512999,0.000020010515,0.0003703943,0.00011527167,0.94278896,0.04110406,0.0023967342,0.010211823,0.000035587414],"about_ca_topic_score_codex":0.0015380365,"about_ca_topic_score_gemma":0.002450136,"teacher_disagreement_score":0.0061801346,"about_ca_system_score_codex":0.00016534836,"about_ca_system_score_gemma":0.00016668472,"threshold_uncertainty_score":0.020674646},"labels":[],"label_agreement":null},{"id":"W2078013119","doi":"10.1145/1278780.1278782","title":"Light threads","year":2007,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Terrain; Digital elevation model; Human–computer interaction; Geography; Remote sensing; Cartography","score_opus":0.007945967511122901,"score_gpt":0.21954629765644124,"score_spread":0.21160033014531834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078013119","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013252426,0.0019238513,0.5207524,0.0031806217,0.0027477671,0.0010885518,0.011369801,0.12136583,0.32431886],"genre_scores_gemma":[0.16200551,0.0027841337,0.31319818,0.0033348675,0.001230204,0.002239236,0.027175833,0.057140425,0.4308916],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99845433,0.00018505556,0.00010448692,0.00036588448,0.00055210775,0.0003380537],"domain_scores_gemma":[0.99712247,0.00058110093,0.000108629865,0.0011020104,0.0006847055,0.00040112468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014685888,0.0012149417,0.0010866284,0.0016997805,0.0023328708,0.006549734,0.002885424,0.0022051518,0.18412115],"category_scores_gemma":[0.0073063085,0.0012739227,0.0015973047,0.0013996889,0.0013147646,0.008639856,0.0069002267,0.0026132453,0.08039691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016452959,0.0003211171,0.0018914788,0.0008164742,0.000079498735,0.0003773823,0.0014237865,0.002198893,0.008054052,0.27242404,0.4485785,0.26218957],"study_design_scores_gemma":[0.00015547079,0.000049976315,0.00030588204,0.00018488796,0.000034922414,0.00012521568,0.00024979393,0.009005008,0.0041186726,0.1087416,0.8769789,0.00004969662],"about_ca_topic_score_codex":0.00398525,"about_ca_topic_score_gemma":0.0058534425,"teacher_disagreement_score":0.18412115,"about_ca_system_score_codex":0.0012020046,"about_ca_system_score_gemma":0.0018032745,"threshold_uncertainty_score":0.6159466},"labels":[],"label_agreement":null},{"id":"W2092556275","doi":"10.1145/1557626.1557659","title":"Use of semantic web technology for adding 3D detail to GIS landscape data","year":2009,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Visualization; Ontology; Semantic Web; Geographic information system; Fidelity; Semantics (computer science); Information retrieval; World Wide Web; Data mining; Remote sensing; Geography","score_opus":0.046662164616032425,"score_gpt":0.2678063126164486,"score_spread":0.22114414800041618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092556275","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037619127,0.0006276973,0.9826925,0.0007180284,0.00013630313,0.00010486914,0.0005996537,0.0025898064,0.008769297],"genre_scores_gemma":[0.07015494,0.0030736877,0.91774845,0.0005627184,0.00014515106,0.00022751624,0.0036212022,0.0006462824,0.003820126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99729484,0.0007162951,0.00036753152,0.00028832478,0.0012525572,0.00008041914],"domain_scores_gemma":[0.99494165,0.0020384535,0.00036176151,0.0018804291,0.000652708,0.0001250389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036229107,0.0008742186,0.00076307956,0.0066605057,0.0010298779,0.004036103,0.0016126697,0.0013867235,0.0025119914],"category_scores_gemma":[0.006247431,0.000793565,0.0021361336,0.0060329386,0.002274284,0.009554218,0.0039950665,0.002460253,0.0010823997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011641117,0.000213159,0.0028818431,0.0017460671,0.00035995466,0.001463631,0.003176749,0.01696327,0.020505553,0.53037375,0.01425501,0.40794462],"study_design_scores_gemma":[0.00004706452,0.000082524115,0.00248116,0.00087576325,0.00024997792,0.0014465895,0.000900218,0.06737934,0.023394324,0.3768643,0.5260783,0.00020045016],"about_ca_topic_score_codex":0.0043804874,"about_ca_topic_score_gemma":0.0055578123,"teacher_disagreement_score":0.0066605057,"about_ca_system_score_codex":0.0011563645,"about_ca_system_score_gemma":0.0014462852,"threshold_uncertainty_score":0.019159973},"labels":[],"label_agreement":null},{"id":"W2100890881","doi":"10.1007/bf02984813","title":"Alice in switzerland: The life and mathematics of alice roth","year":2005,"lang":"en","type":"article","venue":"The Mathematical Intelligencer","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Alice (programming language); Art; Mathematics; Art history","score_opus":0.020478402641964193,"score_gpt":0.2497376089160404,"score_spread":0.22925920627407623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100890881","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009238629,0.18197039,0.002805535,0.6222833,0.048727125,0.00002038096,0.0003812828,0.00038955692,0.13418385],"genre_scores_gemma":[0.27684823,0.104355015,0.003304061,0.058855016,0.035870835,0.00010854985,0.00030726063,0.0011264049,0.51922464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988745,0.0004929261,0.000026534357,0.00015528487,0.00025665213,0.00019413422],"domain_scores_gemma":[0.99889463,0.00039286344,0.00009451716,0.00004789924,0.00019769266,0.00037240642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013316243,0.0010263822,0.000667455,0.001212972,0.005075306,0.005125246,0.00054576853,0.0034835897,0.017320292],"category_scores_gemma":[0.0050239237,0.00039350113,0.0002964728,0.001101791,0.0047835847,0.0068989424,0.0042999,0.005093024,0.0052659158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000905415,0.000017863042,0.00029239702,0.00013805155,0.000010320603,0.00058143825,0.0025991006,0.00059229595,0.00034586873,0.1586079,0.81825614,0.018468026],"study_design_scores_gemma":[0.000004304613,0.0000120275945,0.00026097745,0.00015564679,0.0000022456034,0.00025208012,0.0012492017,0.00016017015,0.00013717284,0.015797144,0.9819369,0.000032084572],"about_ca_topic_score_codex":0.0067196023,"about_ca_topic_score_gemma":0.008611696,"teacher_disagreement_score":0.017320292,"about_ca_system_score_codex":0.0025981378,"about_ca_system_score_gemma":0.0018053125,"threshold_uncertainty_score":0.05794221},"labels":[],"label_agreement":null},{"id":"W2114284692","doi":"10.1016/j.jag.2012.01.014","title":"Automatic simplification and visualization of 3D urban building models","year":2012,"lang":"en","type":"article","venue":"International Journal of Applied Earth Observation and Geoinformation","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Delaunay triangulation; Rendering (computer graphics); Legibility; Computer graphics (images); Merge (version control); Visualization; Computer science; 3D city models; Geography; Constrained Delaunay triangulation; Real-time rendering; Cartography; Computer vision; Artificial intelligence; Information retrieval; Visual arts","score_opus":0.018486382738809048,"score_gpt":0.24301342195314024,"score_spread":0.2245270392143312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114284692","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049813733,0.0004195513,0.92893714,0.000269072,0.0000839797,0.00014137228,0.001238207,0.015953664,0.0031433117],"genre_scores_gemma":[0.42912078,0.0011368194,0.55678564,0.0001159485,0.000065889595,0.0001722171,0.004961468,0.003341199,0.00430013],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944586,0.00008050401,0.000030335008,0.000082351995,0.0002935809,0.000067356705],"domain_scores_gemma":[0.99918026,0.00031820568,0.000067600944,0.0002168613,0.000173016,0.000043875647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042333838,0.0012776606,0.001486834,0.0020258615,0.0005993685,0.0024412095,0.0014610738,0.00073831034,0.005004625],"category_scores_gemma":[0.0018678567,0.0009888187,0.0013735397,0.0016915681,0.00041274598,0.00091029797,0.0016621066,0.0012174798,0.001583216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048416088,0.00017791429,0.0031119916,0.00060684973,0.00024633075,0.0006148047,0.0008542211,0.23993625,0.08276403,0.009911313,0.023554906,0.6377372],"study_design_scores_gemma":[0.000026885255,0.000027331564,0.0015254939,0.000025854482,0.0000401419,0.00018348609,0.000095389805,0.9628919,0.020651963,0.0031047831,0.011398133,0.000028626902],"about_ca_topic_score_codex":0.009918725,"about_ca_topic_score_gemma":0.017067261,"teacher_disagreement_score":0.009918725,"about_ca_system_score_codex":0.0005859737,"about_ca_system_score_gemma":0.0011954625,"threshold_uncertainty_score":0.019721985},"labels":[],"label_agreement":null},{"id":"W2119199507","doi":"10.5539/cis.v1n4p37","title":"The Integration of 3D GIS and Virtual Technology in the Design and Development of Residential Property Marketing Information System (GRPMIS)","year":2008,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Database transaction; Real estate; Information system; Requirements analysis; Property (philosophy); System integration; Knowledge management; Engineering management; Process management; Database; Business; Software","score_opus":0.016999276711917765,"score_gpt":0.2069163287347309,"score_spread":0.18991705202281314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119199507","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15381761,0.0010824195,0.80411536,0.0011440706,0.000107603526,0.000928733,0.00018953299,0.0026604359,0.035954177],"genre_scores_gemma":[0.41933155,0.0007679986,0.57464546,0.0001308506,0.00002404753,0.0003540002,0.00023022165,0.000113554204,0.004402336],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99740064,0.0014249635,0.00016309599,0.0001767492,0.0007333845,0.00010116165],"domain_scores_gemma":[0.99827075,0.000952496,0.00015273108,0.00023020637,0.00030342414,0.00009039892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002686844,0.0003387906,0.00025328167,0.0012992981,0.0004987802,0.0022783286,0.00059620093,0.0005038643,0.0017207076],"category_scores_gemma":[0.004012598,0.00037257196,0.0004138957,0.0009893172,0.00068367337,0.0023126053,0.0010783112,0.0004857738,0.00049784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036430295,0.0003713529,0.019084252,0.001330646,0.00013946253,0.0011709975,0.009309579,0.024288462,0.0658952,0.06514746,0.004923003,0.8079753],"study_design_scores_gemma":[0.0001670901,0.004791308,0.05742308,0.0012900676,0.00060165086,0.0062747197,0.0113965655,0.22309284,0.16327111,0.03397174,0.4973813,0.00033857097],"about_ca_topic_score_codex":0.001309935,"about_ca_topic_score_gemma":0.0016060186,"teacher_disagreement_score":0.002686844,"about_ca_system_score_codex":0.00063933036,"about_ca_system_score_gemma":0.0010378718,"threshold_uncertainty_score":0.0142095685},"labels":[],"label_agreement":null},{"id":"W2120264013","doi":"10.1016/j.jag.2010.01.001","title":"Web-based terrain and vector maps visualization for Wenchuan earthquake","year":2010,"lang":"en","type":"article","venue":"International Journal of Applied Earth Observation and Geoinformation","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vector map; Terrain; Computer science; Visualization; Rendering (computer graphics); Architecture; Geographic information system; Geography; ArcGIS Server; The Internet; Data mining; Cartography; World Wide Web; Web server; Artificial intelligence","score_opus":0.009698884663173864,"score_gpt":0.2314135587114838,"score_spread":0.22171467404830994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120264013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6676131,0.00085749367,0.1606302,0.0011061523,0.00029863464,0.000522078,0.02685575,0.11735059,0.024766017],"genre_scores_gemma":[0.88468856,0.0004995516,0.097198546,0.00008221012,0.000059743008,0.00021793997,0.009693985,0.0019518118,0.005607688],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999224,0.000012445663,0.000007202427,0.000012682275,0.000033443663,0.00001181826],"domain_scores_gemma":[0.9997557,0.000052587835,0.000017055878,0.00003822349,0.00009317794,0.000043252956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019676714,0.00035438448,0.00034937164,0.0016292273,0.0003100995,0.0007373878,0.00036202485,0.00030862069,0.009033912],"category_scores_gemma":[0.0005176429,0.00021986406,0.00031437443,0.0012438572,0.00007158593,0.00064040703,0.0006100374,0.00029178982,0.0009500704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026750718,0.00085333193,0.033339076,0.0009172179,0.00032604416,0.0025785048,0.0017902525,0.04678312,0.07152197,0.0035722293,0.1002853,0.735358],"study_design_scores_gemma":[0.00039492582,0.0001474355,0.11598841,0.00014523695,0.00030230227,0.00061116985,0.0012933402,0.76479644,0.04343258,0.004647946,0.06805018,0.0001900794],"about_ca_topic_score_codex":0.008034734,"about_ca_topic_score_gemma":0.014809335,"teacher_disagreement_score":0.009033912,"about_ca_system_score_codex":0.00017573519,"about_ca_system_score_gemma":0.00038437085,"threshold_uncertainty_score":0.030221462},"labels":[],"label_agreement":null},{"id":"W2125615188","doi":"10.1007/978-3-540-72108-6_12","title":"3D Dynamic Simulation within GIS in Support of Disaster Management","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in geoinformation and cartography","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Geographic information system; Representation (politics); Context (archaeology); Field (mathematics); Visualization; Data mining; Process (computing); Spatial analysis; Emergency management; Data science; Geography; Cartography; Remote sensing","score_opus":0.008347316629676119,"score_gpt":0.22768059527172413,"score_spread":0.21933327864204802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125615188","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038429566,0.00043061626,0.92287976,0.0005617358,0.0001977756,0.000069633774,0.00047864052,0.0064603193,0.030491877],"genre_scores_gemma":[0.65856373,0.001165082,0.32109225,0.0001796647,0.00008650152,0.00019798377,0.00090607826,0.00119814,0.016610572],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999874,0.000036544763,0.000005894225,0.0000146965685,0.000058360118,0.000010495434],"domain_scores_gemma":[0.99971753,0.0001651002,0.000012405458,0.00003831996,0.00004560452,0.000020954694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020160782,0.0004298544,0.000517464,0.00028450575,0.0003008575,0.0009240206,0.00089165836,0.0007567779,0.007296113],"category_scores_gemma":[0.0007453475,0.0004050427,0.00037817776,0.00042666396,0.00038207494,0.00083711225,0.00094867917,0.0005143919,0.0011760942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100077945,0.000053896434,0.0007434021,0.00010126189,0.000028381772,0.00025346963,0.0002855742,0.90509534,0.012342784,0.019527882,0.0068020076,0.054665975],"study_design_scores_gemma":[0.00001350105,0.000018643303,0.00017745077,0.000013186637,0.000006857677,0.00006013542,0.00003054676,0.9762937,0.0036772687,0.0061198864,0.013578132,0.000010672848],"about_ca_topic_score_codex":0.0022159026,"about_ca_topic_score_gemma":0.0021827975,"teacher_disagreement_score":0.007296113,"about_ca_system_score_codex":0.00028674142,"about_ca_system_score_gemma":0.00036654816,"threshold_uncertainty_score":0.024407923},"labels":[],"label_agreement":null},{"id":"W2128808278","doi":"10.1109/comgeo.2013.7","title":"Generating Bridge Structure Model Details by Fusing GIS Source Data Using Semantic Web Technology","year":2013,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Data mining; Bridge (graph theory); Data modeling; Data model (GIS); Fidelity; Terrain; Information retrieval; Database; Artificial intelligence","score_opus":0.02702800064161101,"score_gpt":0.2429305161604473,"score_spread":0.2159025155188363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128808278","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015720824,0.00006888896,0.9777027,0.00006687264,0.0000153258,0.00008586544,0.0010035591,0.0039522834,0.0013837029],"genre_scores_gemma":[0.16421296,0.00031773365,0.82892275,0.00004494357,0.000012276943,0.00018653854,0.0049423506,0.0006408509,0.0007196085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993981,0.00007240315,0.000050958643,0.00010690669,0.0003512758,0.000020307021],"domain_scores_gemma":[0.999027,0.00034681155,0.00009725425,0.00034759945,0.00015592446,0.000025442103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000945288,0.0010420072,0.0007190096,0.0042630923,0.00041876474,0.0016027786,0.0009607039,0.0011216005,0.0017455086],"category_scores_gemma":[0.002724852,0.001070976,0.0020558448,0.003012352,0.0006609657,0.0025322624,0.0022424604,0.00086452544,0.00075337937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013774906,0.00024205958,0.009033547,0.0005076955,0.00029138292,0.0009764924,0.0010653376,0.5048953,0.03484603,0.025049377,0.0048294007,0.41812557],"study_design_scores_gemma":[0.000023207143,0.000053652555,0.0030664545,0.000067578876,0.000074265474,0.00035814126,0.0004122122,0.9246052,0.027859015,0.022794614,0.020606307,0.00007944078],"about_ca_topic_score_codex":0.00368503,"about_ca_topic_score_gemma":0.008994261,"teacher_disagreement_score":0.0042630923,"about_ca_system_score_codex":0.0005001623,"about_ca_system_score_gemma":0.0009662009,"threshold_uncertainty_score":0.0073271394},"labels":[],"label_agreement":null},{"id":"W2135407620","doi":"10.1109/isvd.2009.34","title":"Representing Dynamic Spatial Processes Using Voronoi Diagrams: Recent Developements","year":2009,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Voronoi diagram; Computer science; Representation (politics); Field (mathematics); Spatial analysis; Geographic information system; Space (punctuation); Data mining; Centroidal Voronoi tessellation; Data modeling; Theoretical computer science; Geography; Mathematics; Database; Remote sensing","score_opus":0.020668338991331147,"score_gpt":0.2667783118267707,"score_spread":0.24610997283543956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135407620","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010228521,0.044427067,0.93571997,0.00089317455,0.0002717008,0.00006375337,0.00022011415,0.00042504087,0.007750649],"genre_scores_gemma":[0.2751875,0.09668512,0.6208177,0.0001959005,0.0007584971,0.00015195122,0.0009789352,0.00029874608,0.0049255276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99730825,0.0011605963,0.00021630684,0.0004050929,0.0007773153,0.00013246111],"domain_scores_gemma":[0.9947167,0.003317849,0.00029298503,0.0006137936,0.0009021915,0.00015652772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038212386,0.001200002,0.0018425155,0.0033914011,0.0008359916,0.0057025403,0.0029800038,0.001694797,0.002443095],"category_scores_gemma":[0.009736348,0.0013058243,0.0020188016,0.0060300143,0.0022826241,0.008121059,0.0026001057,0.0016471541,0.00076363387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000829086,0.000059406848,0.0018941399,0.0010058309,0.00015110748,0.00016131786,0.00086243375,0.3288372,0.00083696307,0.39311063,0.002582424,0.27041572],"study_design_scores_gemma":[0.000023447894,0.00005768976,0.0005384166,0.00034106805,0.0000744759,0.00031408705,0.00038234,0.68638176,0.0013903603,0.18529624,0.1251021,0.00009802928],"about_ca_topic_score_codex":0.0214446,"about_ca_topic_score_gemma":0.007798849,"teacher_disagreement_score":0.0214446,"about_ca_system_score_codex":0.0025347618,"about_ca_system_score_gemma":0.0017304776,"threshold_uncertainty_score":0.042639554},"labels":[],"label_agreement":null},{"id":"W2137539224","doi":"","title":"USING THE CASE STUDY METHODOLOGY FOR CADASTRAL REFORM","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cadastre; Geography; Cartography; Regional science","score_opus":0.1315375828445305,"score_gpt":0.35227075944255465,"score_spread":0.22073317659802416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137539224","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025483217,0.0015786033,0.89071673,0.0029521752,0.0003058971,0.0032217402,0.00049701554,0.00015555439,0.0750891],"genre_scores_gemma":[0.27206686,0.0023862198,0.7100815,0.00068125664,0.000100560515,0.0049991067,0.0003973949,0.00007405229,0.009212877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9704689,0.025698278,0.000773658,0.0008383354,0.0018083504,0.00041257113],"domain_scores_gemma":[0.97253937,0.021783419,0.0013679868,0.002114986,0.0018788038,0.00031539972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019788036,0.0007299108,0.00081526185,0.0059172194,0.0025395427,0.0048566107,0.0017538111,0.0022881015,0.010934847],"category_scores_gemma":[0.022545835,0.00042364665,0.00098038,0.0076343915,0.0040411474,0.0054949233,0.0035296082,0.0015742291,0.0010020202],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059818594,0.00033665085,0.0031424726,0.0009518254,0.00009912187,0.0015516112,0.009972592,0.0072123324,0.0015158907,0.84824693,0.0056284643,0.12128246],"study_design_scores_gemma":[0.00019369059,0.0007553135,0.0050606616,0.0028061452,0.0002468929,0.004335006,0.038033057,0.056394726,0.008975902,0.49677688,0.38620877,0.00021293301],"about_ca_topic_score_codex":0.003036371,"about_ca_topic_score_gemma":0.005894183,"teacher_disagreement_score":0.019788036,"about_ca_system_score_codex":0.0034016152,"about_ca_system_score_gemma":0.004168223,"threshold_uncertainty_score":0.10465044},"labels":[],"label_agreement":null},{"id":"W2139884589","doi":"10.5897/sre10.934","title":"Evaluation of national farmers' registry data in geo- information context: Case study of Trabzon, Turkey","year":2011,"lang":"en","type":"article","venue":"Scientific Research and Essays","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Rural Affairs","keywords":"Cadastre; Context (archaeology); Geography; Subsidy; Agricultural land; Agriculture; Land use; Population; Declaration; Agricultural economics; Business; Environmental planning; Environmental resource management; Cartography; Computer science; Economics; Engineering; Civil engineering","score_opus":0.2899569601366269,"score_gpt":0.39437692059646934,"score_spread":0.10441996045984242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139884589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779934,0.00008783723,0.00068139547,0.00009585058,0.000005895968,0.00008548264,0.00034400358,0.0000143377065,0.00088576815],"genre_scores_gemma":[0.9960901,0.00009624282,0.0028227486,0.000013434152,0.0000035513883,0.000040425733,0.0006888191,0.000006517853,0.00023802365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948678,0.0025116608,0.00039793167,0.00060153747,0.0012151651,0.00040595242],"domain_scores_gemma":[0.99215394,0.0032239282,0.001229045,0.0008667632,0.0022579378,0.00026826755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055425297,0.00035105972,0.00047869593,0.0019753473,0.0006891254,0.0012358733,0.0010944908,0.00076325814,0.00077152334],"category_scores_gemma":[0.008097567,0.00020236819,0.0003728733,0.004713251,0.00081849296,0.001055384,0.00089601596,0.0003156592,0.00015169606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012566725,0.0017204023,0.78524977,0.001030951,0.00021245764,0.021757653,0.015658576,0.02975117,0.008558149,0.0027938925,0.003046752,0.12896354],"study_design_scores_gemma":[0.00018991856,0.0010980176,0.8493823,0.000242329,0.00020864679,0.005304843,0.06663365,0.05039497,0.009489705,0.0006687008,0.016270783,0.00011619114],"about_ca_topic_score_codex":0.06251097,"about_ca_topic_score_gemma":0.071960986,"teacher_disagreement_score":0.06251097,"about_ca_system_score_codex":0.0032234185,"about_ca_system_score_gemma":0.0022304952,"threshold_uncertainty_score":0.12429422},"labels":[],"label_agreement":null},{"id":"W2143138223","doi":"10.5194/isprsannals-ii-2-w1-299-2013","title":"Towards Precise Metadata-set for Discovering 3D Geospatial Models in Geo-portals","year":2013,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metadata; Geospatial analysis; Geospatial metadata; Computer science; Meta Data Services; Metadata repository; Geospatial PDF; Metadata modeling; World Wide Web; Information retrieval; Database catalog; Set (abstract data type); Data element; Spatial data infrastructure; Digital elevation model; Data science; Geography; Spatial analysis; Remote sensing","score_opus":0.0575095069655841,"score_gpt":0.2927424676348698,"score_spread":0.23523296066928567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143138223","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010801101,0.00047474517,0.97567457,0.0006735428,0.00007684361,0.00075673085,0.0028483067,0.005222648,0.0034715515],"genre_scores_gemma":[0.06174134,0.0006129362,0.921829,0.00014382273,0.000030349012,0.00059882435,0.013718309,0.00031043676,0.0010149619],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98621446,0.0038043205,0.0030497464,0.0016061099,0.0046625114,0.00066282146],"domain_scores_gemma":[0.9766426,0.0052106497,0.0022717603,0.0067220223,0.0076863873,0.001466555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012447689,0.001335839,0.0021376284,0.01710991,0.0027718553,0.00922326,0.003488367,0.0021226238,0.002421818],"category_scores_gemma":[0.0317743,0.0013388558,0.0033444846,0.013362885,0.002168578,0.016385969,0.01163466,0.0032882425,0.002545875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006055266,0.0013129627,0.054438245,0.0030678445,0.0005320928,0.0024833502,0.0055320137,0.030030265,0.021754418,0.30468667,0.029133867,0.5464229],"study_design_scores_gemma":[0.00013903728,0.00040795025,0.0128164925,0.0025942696,0.0005715776,0.0025945269,0.009554849,0.5077784,0.056857157,0.20133911,0.2048081,0.0005384879],"about_ca_topic_score_codex":0.010600974,"about_ca_topic_score_gemma":0.012080725,"teacher_disagreement_score":0.01710991,"about_ca_system_score_codex":0.0021917631,"about_ca_system_score_gemma":0.0068353917,"threshold_uncertainty_score":0.06583041},"labels":[],"label_agreement":null},{"id":"W2146083229","doi":"10.3390/ijgi4042078","title":"A GIS-Based Web Approach for Serving Land Price Information","year":2015,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Computer science; Geographic information system; Land information system; The Internet; Web service; Spatial analysis; World Wide Web; Service (business); AM/FM/GIS; Land use; Database; Land management; Geography; GIS applications; Business; Engineering; Remote sensing","score_opus":0.013676039815228158,"score_gpt":0.23937854858757468,"score_spread":0.22570250877234652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146083229","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017136691,0.00036172138,0.9116331,0.0005905796,0.00011776363,0.0007483495,0.0030310906,0.03357789,0.032802857],"genre_scores_gemma":[0.20471707,0.00079128944,0.75778025,0.00041544394,0.00012513953,0.0007316372,0.008332944,0.0013412037,0.02576502],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991757,0.00017141359,0.00007837922,0.00016687145,0.00035965737,0.00004787216],"domain_scores_gemma":[0.99904364,0.0002301966,0.000052978405,0.0002256876,0.0003636679,0.00008372338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093717134,0.0008084047,0.00061196205,0.0045008017,0.0006248802,0.0031454843,0.0012845026,0.0008458984,0.006988749],"category_scores_gemma":[0.0017499845,0.00043831038,0.00074996374,0.0047760517,0.00049597566,0.0030156188,0.0012804418,0.0007295155,0.0043147476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004977418,0.0008181416,0.014154033,0.0014070482,0.00052161847,0.003920269,0.0025980384,0.02327246,0.057189535,0.0900052,0.078278266,0.72733766],"study_design_scores_gemma":[0.00012886598,0.0002155678,0.010332682,0.00022514247,0.00028326098,0.002640104,0.0022501035,0.45614368,0.052548256,0.0779554,0.39705503,0.00022200821],"about_ca_topic_score_codex":0.0050371555,"about_ca_topic_score_gemma":0.004542285,"teacher_disagreement_score":0.006988749,"about_ca_system_score_codex":0.0005800389,"about_ca_system_score_gemma":0.0010084728,"threshold_uncertainty_score":0.023379624},"labels":[],"label_agreement":null},{"id":"W2150105291","doi":"10.1109/tmag.2007.916572","title":"A Methodology for Performance Modeling and Simulation Validation of Parallel 3-D Finite Element Mesh Refinement With Tetrahedra","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Benchmark (surveying); Finite element method; Parallel computing; Computational science; Computation; Tetrahedron; Mesh generation; Parallel algorithm; Algorithm","score_opus":0.06384869793815078,"score_gpt":0.270131837581233,"score_spread":0.2062831396430822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150105291","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00522471,0.000026213529,0.9933555,0.000025096346,0.000013074548,0.00005305135,0.000025214882,0.00031712517,0.00096007163],"genre_scores_gemma":[0.15195212,0.000116963165,0.8465642,0.00002368441,0.000011190668,0.00033157755,0.00014184258,0.00016021967,0.00069812837],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867696,0.00034320628,0.00007170768,0.00008742679,0.0007634524,0.000057228437],"domain_scores_gemma":[0.9982988,0.00044535834,0.0001470309,0.0005485466,0.00053357217,0.000026658376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018159576,0.0005664085,0.0005031298,0.00053340395,0.0005455251,0.00057203654,0.0013663151,0.0005621757,0.0011424561],"category_scores_gemma":[0.004127695,0.00034951756,0.0006260229,0.0005259153,0.0007276755,0.0007278038,0.00087188144,0.00090234046,0.0003065571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006482334,0.000117579,0.0010779583,0.00019160037,0.000050081668,0.00010552658,0.00017995277,0.829192,0.042926274,0.048764564,0.0015420598,0.07578752],"study_design_scores_gemma":[0.000013008731,0.00007865848,0.00015934308,0.000013029503,0.000009451841,0.00006550349,0.000016297445,0.97538996,0.015220813,0.004207283,0.0048146844,0.000011978982],"about_ca_topic_score_codex":0.0018441043,"about_ca_topic_score_gemma":0.0010508797,"teacher_disagreement_score":0.0018441043,"about_ca_system_score_codex":0.00044866357,"about_ca_system_score_gemma":0.0012350226,"threshold_uncertainty_score":0.009603858},"labels":[],"label_agreement":null},{"id":"W2152263483","doi":"10.3846/mla.2010.027","title":"ANALYSIS OF TERRITORY PLANNING REGULATIONS CONCERNING MODERNIZATION OF RESIDENTIAL AREAS","year":2010,"lang":"en","type":"article","venue":"Mokslas - Lietuvos ateitis","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Modernization theory; Residential area; Environmental planning; Normative; Quarter (Canadian coin); Depreciation (economics); Geography; Business; Civil engineering; Economic growth; Engineering; Political science; Economics","score_opus":0.012354100514262608,"score_gpt":0.23919627835524906,"score_spread":0.22684217784098645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152263483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88327885,0.0010149407,0.048735414,0.00031046165,0.00003416526,0.00016088207,0.0064466195,0.0003518978,0.05966682],"genre_scores_gemma":[0.96448904,0.00075955805,0.02149433,0.000025396832,0.000015383903,0.00012630853,0.0055435263,0.00008147799,0.0074649393],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787724,0.00055212295,0.0001692222,0.00024884162,0.0009444976,0.00020797741],"domain_scores_gemma":[0.9932161,0.003190995,0.00114705,0.0006704249,0.0016615504,0.000113851915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001494685,0.000191815,0.00026183858,0.0025015646,0.00049659703,0.0012813287,0.0004381368,0.00022908738,0.005039646],"category_scores_gemma":[0.005361206,0.00017061374,0.0005070741,0.003234055,0.00047669234,0.0005419153,0.0005765145,0.0002796665,0.00049623434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035666744,0.00013396029,0.4355397,0.0007993217,0.00019942633,0.0008722334,0.0061245807,0.16667742,0.0084384065,0.106378905,0.010861937,0.2636174],"study_design_scores_gemma":[0.00001263394,0.00019115223,0.7207853,0.00022759674,0.00018825548,0.000832876,0.009251924,0.11125989,0.011314378,0.011622265,0.13421421,0.000099554236],"about_ca_topic_score_codex":0.027339198,"about_ca_topic_score_gemma":0.028418818,"teacher_disagreement_score":0.027339198,"about_ca_system_score_codex":0.0018284224,"about_ca_system_score_gemma":0.002131861,"threshold_uncertainty_score":0.05436009},"labels":[],"label_agreement":null},{"id":"W2153135796","doi":"10.1109/icsmc.1994.400013","title":"Representation and support of reforestation processes","year":2002,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Reforestation; Representation (politics); Computer science; Agroforestry; Environmental science; Political science","score_opus":0.02358879134943847,"score_gpt":0.23375630430754962,"score_spread":0.21016751295811115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153135796","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010475016,0.00018526259,0.98062587,0.00035026926,0.000036042158,0.00006697856,0.00044357622,0.0028168962,0.005000013],"genre_scores_gemma":[0.32279202,0.00081581,0.66882616,0.0001205301,0.00004959119,0.00031019957,0.0027743727,0.00035350135,0.003957812],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986878,0.00040431248,0.00016138726,0.00028865976,0.00034670965,0.00011107037],"domain_scores_gemma":[0.998387,0.0006386014,0.00020970007,0.00048401067,0.00022129403,0.00005948294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013986842,0.0008785647,0.0006988632,0.0011132647,0.0006370959,0.0043567857,0.0021204231,0.0014822799,0.003889188],"category_scores_gemma":[0.004587958,0.00050842296,0.0014133764,0.0013399764,0.00092489255,0.003374527,0.0018496907,0.0013379634,0.0010329895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013208565,0.000110581255,0.0019367613,0.00029053623,0.00006115532,0.0005306554,0.0010991211,0.5756205,0.005718208,0.29229447,0.0037097565,0.11849611],"study_design_scores_gemma":[0.000023123343,0.000022455963,0.00018748682,0.000043232692,0.000026170288,0.00007953301,0.0000813781,0.8986543,0.0033104788,0.07710849,0.020445459,0.000017884411],"about_ca_topic_score_codex":0.0066491207,"about_ca_topic_score_gemma":0.004739872,"teacher_disagreement_score":0.0066491207,"about_ca_system_score_codex":0.0010001494,"about_ca_system_score_gemma":0.0013336823,"threshold_uncertainty_score":0.013220787},"labels":[],"label_agreement":null},{"id":"W2155635830","doi":"10.1007/978-3-642-28804-3_3","title":"Patterned Linear Maps","year":2012,"lang":"en","type":"book-chapter","venue":"Lecture notes in control and information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Artificial intelligence; Computer science","score_opus":0.011899282812016979,"score_gpt":0.2174044281824766,"score_spread":0.2055051453704596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155635830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05002137,0.002521708,0.4076188,0.0013105036,0.0016674051,0.00014981965,0.0025794879,0.0031551241,0.5309758],"genre_scores_gemma":[0.38190636,0.0022516025,0.053671505,0.0007028743,0.0006864485,0.0002908902,0.0030394096,0.0011476964,0.5563032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998222,0.00002122071,0.000007709887,0.000055099325,0.00006292522,0.000030888736],"domain_scores_gemma":[0.9997981,0.000041535688,0.000020121312,0.000049722847,0.00005525359,0.000035208075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009320395,0.0005920076,0.00046387262,0.0010376085,0.00063918775,0.0014758931,0.0005898637,0.00053471327,0.044307362],"category_scores_gemma":[0.00076201535,0.00030045016,0.00038622314,0.0006411282,0.0006628004,0.0011243316,0.0018532278,0.001024407,0.011744584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000746799,0.00003196712,0.00027569904,0.00016093488,0.000025968966,0.0001555252,0.00015181846,0.0074384427,0.0073466445,0.7724386,0.038418576,0.17348118],"study_design_scores_gemma":[0.00002952319,0.00007986938,0.0007382981,0.000048916852,0.000022248685,0.0003987007,0.00014493652,0.04173969,0.0059659337,0.78598595,0.16480853,0.000037512003],"about_ca_topic_score_codex":0.00074417575,"about_ca_topic_score_gemma":0.00079213135,"teacher_disagreement_score":0.044307362,"about_ca_system_score_codex":0.00040965027,"about_ca_system_score_gemma":0.00034659493,"threshold_uncertainty_score":0.14822286},"labels":[],"label_agreement":null},{"id":"W2156144802","doi":"10.18174/121754","title":"National Spatial Data Clearinghouses: Worldwide development and impact","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidad Politécnica de Madrid","keywords":"Spatial data infrastructure; Metadata; Spatial analysis; The Internet; Computer science; Business; World Wide Web; Geography","score_opus":0.025245954529931912,"score_gpt":0.2844825655931957,"score_spread":0.2592366110632638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156144802","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091764614,0.20307373,0.021271601,0.13533297,0.0034176926,0.00073448766,0.012746084,0.0029372126,0.5287216],"genre_scores_gemma":[0.62909704,0.16467051,0.07502002,0.01208105,0.0014618037,0.00041767044,0.0273106,0.0011593628,0.088781886],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99072754,0.002443106,0.00078682316,0.001551453,0.0035207556,0.0009703356],"domain_scores_gemma":[0.9511367,0.00961563,0.005944195,0.0043445304,0.022357222,0.0066017364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01850538,0.00066121074,0.0005165507,0.0073882006,0.0016810697,0.009711507,0.0030314773,0.0019878717,0.028052555],"category_scores_gemma":[0.026028996,0.00059487246,0.00055083865,0.018686855,0.0029501459,0.014541918,0.005782812,0.0022522982,0.0038216994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093310824,0.00021539231,0.02404634,0.0017921265,0.000074779906,0.0002667724,0.0014234269,0.0015730654,0.00094875897,0.13466094,0.13185522,0.70304996],"study_design_scores_gemma":[0.000010748722,0.000063313426,0.024884649,0.0011947268,0.000018610368,0.0003923071,0.0026756132,0.00045745325,0.00067763997,0.0066829887,0.96290636,0.00003566632],"about_ca_topic_score_codex":0.022782855,"about_ca_topic_score_gemma":0.014058391,"teacher_disagreement_score":0.028052555,"about_ca_system_score_codex":0.006441217,"about_ca_system_score_gemma":0.014857444,"threshold_uncertainty_score":0.09786695},"labels":[],"label_agreement":null},{"id":"W2164052991","doi":"10.1061/(asce)0733-9453(2003)129:1(19)","title":"Estimating Earthwork Volumes of Curved Roadways: Simulation Model","year":2003,"lang":"en","type":"article","venue":"Journal of Surveying Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Earthworks; Terrain; Mathematical model; Constant (computer programming); Monte Carlo method; Settlement (finance); Probabilistic logic; Geotechnical engineering; Engineering; Civil engineering; Computer science; Mathematics; Statistics; Geography","score_opus":0.024309793901810192,"score_gpt":0.23619121854568872,"score_spread":0.21188142464387855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164052991","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28571638,0.00030177957,0.7014108,0.000571854,0.000043230877,0.00017709467,0.0010963613,0.00082577794,0.009856785],"genre_scores_gemma":[0.9349894,0.00032890757,0.059686966,0.00004278578,0.000019779693,0.00025597372,0.0008267,0.00007419716,0.0037753766],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948716,0.00018144427,0.000036978938,0.00009834884,0.0001111809,0.000084900625],"domain_scores_gemma":[0.99706084,0.0019971216,0.00033536073,0.00016481968,0.00034391964,0.00009781814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010975051,0.0006299897,0.00093395164,0.0011499308,0.0005864252,0.0014226408,0.001969087,0.0022208611,0.0024622784],"category_scores_gemma":[0.0052900407,0.00080250716,0.0010399286,0.0016322721,0.00094337517,0.0017472229,0.00087412074,0.000828018,0.00044763065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063949396,0.0000046658633,0.00031922953,0.0000031791976,0.0000031547336,0.0000091859265,0.0000057411025,0.998331,0.000045615423,0.0007921819,0.000034734665,0.00044493374],"study_design_scores_gemma":[0.0000021857802,0.0000024518738,0.000057026777,0.0000010066826,0.0000015854146,0.000003398199,0.000002678396,0.99942917,0.00003799277,0.00040666835,0.000053573385,0.0000023272792],"about_ca_topic_score_codex":0.046487242,"about_ca_topic_score_gemma":0.019347955,"teacher_disagreement_score":0.046487242,"about_ca_system_score_codex":0.0018121023,"about_ca_system_score_gemma":0.0015117106,"threshold_uncertainty_score":0.09243333},"labels":[],"label_agreement":null},{"id":"W2165302204","doi":"10.1080/17513472.2014.974235","title":"The Bridges Seoul 2014 Exhibition of Mathematical Art","year":2014,"lang":"en","type":"article","venue":"Journal of Mathematics and the Arts","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Exhibition; Geography; Archaeology","score_opus":0.008948634243242238,"score_gpt":0.214590355116214,"score_spread":0.20564172087297175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165302204","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024123838,0.01294703,0.004249723,0.019369053,0.028093534,0.00009012962,0.0014428071,0.0005039065,0.90918005],"genre_scores_gemma":[0.08373168,0.004455193,0.0026747338,0.0009323135,0.0034829439,0.00006857709,0.0009844728,0.00084391685,0.90282613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950206,0.00012296792,0.000016017655,0.00006853908,0.00020151192,0.00008900094],"domain_scores_gemma":[0.9995796,0.00005994946,0.000021322965,0.000080574246,0.00010066845,0.00015781524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013411293,0.00076880195,0.00045201133,0.0013499594,0.0039159283,0.004346222,0.0007068904,0.0009338947,0.09435991],"category_scores_gemma":[0.0010533014,0.00031980855,0.00067719194,0.0010860069,0.0012763481,0.0018181155,0.005334292,0.0022133696,0.010593554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092573115,0.00003661395,0.0004707321,0.00016732559,0.000023396242,0.00019117113,0.0013993349,0.00052366004,0.0012355153,0.08645146,0.87014854,0.039259646],"study_design_scores_gemma":[0.0000031302864,0.000012483457,0.0008649752,0.00005822671,0.0000032589774,0.0000502552,0.00055939826,0.00019836702,0.00021132539,0.0029175547,0.9951149,0.0000059925364],"about_ca_topic_score_codex":0.0024280953,"about_ca_topic_score_gemma":0.01853488,"teacher_disagreement_score":0.09435991,"about_ca_system_score_codex":0.0021221824,"about_ca_system_score_gemma":0.0013343018,"threshold_uncertainty_score":0.3156653},"labels":[],"label_agreement":null},{"id":"W2171433553","doi":"10.1061/(asce)0733-9453(2008)134:2(55)","title":"Unified Direct Method for Land Subdivision: Circular Sides Permitted","year":2008,"lang":"en","type":"article","venue":"Journal of Surveying Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Subdivision; Polygon (computer graphics); Solver; Computer science; Line (geometry); Cartesian coordinate system; Intersection (aeronautics); Function (biology); Algorithm; Mathematical optimization; Geometry; Mathematics; Engineering; Geography; Cartography","score_opus":0.03254075225522922,"score_gpt":0.25440069450090097,"score_spread":0.22185994224567174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171433553","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023630771,0.000056625722,0.9944147,0.000014943476,0.00002038048,0.000024776455,0.000024623485,0.00017435417,0.0029064268],"genre_scores_gemma":[0.070639074,0.00015226605,0.9222642,0.00003612547,0.000022875885,0.000182281,0.00015259444,0.00023546838,0.00631516],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99939835,0.00012188224,0.00002917337,0.00011063627,0.0002956731,0.000044217697],"domain_scores_gemma":[0.99951327,0.00016993308,0.000040098836,0.00009980471,0.00015560111,0.0000212412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005592755,0.00054546143,0.0007552598,0.0007749943,0.00046203902,0.00092822703,0.0012090856,0.00065644947,0.0063728364],"category_scores_gemma":[0.0015065998,0.00044206736,0.0008698111,0.000777752,0.00063275534,0.00097035087,0.0015112371,0.00095998927,0.0016545573],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015779324,0.000105595434,0.0019019138,0.00044087585,0.000065447006,0.00028648574,0.00053512224,0.28875482,0.037369434,0.12054486,0.009172489,0.5406652],"study_design_scores_gemma":[0.000027796677,0.000053207325,0.000272089,0.000027685588,0.000015938072,0.00019763151,0.000047372887,0.95828575,0.007757533,0.010264666,0.023027018,0.000023331953],"about_ca_topic_score_codex":0.0028506157,"about_ca_topic_score_gemma":0.006061669,"teacher_disagreement_score":0.0063728364,"about_ca_system_score_codex":0.0004105001,"about_ca_system_score_gemma":0.0009884994,"threshold_uncertainty_score":0.02131927},"labels":[],"label_agreement":null},{"id":"W2183617971","doi":"","title":"Terrestrial LiDAR Capabilities for 3D Data Acquisition (Indoor and Outdoor) in the Context of Cadastral Modelling: A Comparative Analysis for Apartment Units","year":2014,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Cadastre; Lidar; Point cloud; Computer science; Context (archaeology); Remote sensing; 3D city models; Apartment; Geography; Cartography; Data mining; Computer vision; Engineering; Civil engineering; Visualization","score_opus":0.10288572454281936,"score_gpt":0.30577242053907977,"score_spread":0.2028866959962604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183617971","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9066355,0.008428934,0.060839232,0.0003906084,0.00005221405,0.00014998282,0.001144401,0.00042095667,0.021938145],"genre_scores_gemma":[0.9638585,0.003010587,0.030775197,0.000051841922,0.000020424046,0.00005172098,0.00071577984,0.00008070644,0.0014352623],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997717,0.0005833169,0.00013657488,0.00023984433,0.001153141,0.00017026108],"domain_scores_gemma":[0.9950761,0.0025580025,0.0003723293,0.00040515684,0.0014586431,0.00012973523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002048741,0.00036127324,0.0003511479,0.0028565016,0.0003136284,0.0014875833,0.00070111157,0.00065236277,0.0020987121],"category_scores_gemma":[0.004631876,0.00024769225,0.00057292136,0.0040496,0.00037414054,0.0019273867,0.0010873299,0.0002466177,0.0006347616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013037275,0.00017617023,0.17971821,0.001809307,0.00024793003,0.0016598053,0.0034483133,0.021600902,0.04695002,0.005054443,0.0018856432,0.73614556],"study_design_scores_gemma":[0.00006864624,0.0028894832,0.67386085,0.0014576637,0.0011474881,0.010806432,0.021393878,0.11398098,0.084959164,0.0045388127,0.08454873,0.00034793446],"about_ca_topic_score_codex":0.00249289,"about_ca_topic_score_gemma":0.0048702057,"teacher_disagreement_score":0.0028565016,"about_ca_system_score_codex":0.0003733645,"about_ca_system_score_gemma":0.00038632628,"threshold_uncertainty_score":0.010834932},"labels":[],"label_agreement":null},{"id":"W2187926674","doi":"","title":"CITY OF TORONTO BY-LAW No. 539-2008 To amend City of Toronto Municipal Code Chapter 447, Fences, to exempt the fence on the property municipally known as 37 Park Lane Circle from the maximum height requirements. The North York Community Council HEREBY ENACTS as follows:","year":2008,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fence (mathematics); Law; Property (philosophy); Real property; Business; Political science; Engineering","score_opus":0.08087458751217781,"score_gpt":0.2527326768941232,"score_spread":0.1718580893819454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187926674","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00797663,0.0018483812,0.0023295595,0.015901191,0.002934389,0.0008354762,0.04254859,0.001112422,0.92451334],"genre_scores_gemma":[0.016381534,0.0005637476,0.0012494294,0.004842672,0.00018288675,0.00033985675,0.0074110264,0.00030337358,0.9687253],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644876,0.00015300437,0.0001944339,0.00036895787,0.0019628198,0.0008720367],"domain_scores_gemma":[0.9938421,0.0005788811,0.00019199199,0.00048770668,0.0043637645,0.000535404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015049465,0.0009076163,0.0006984846,0.001080187,0.008896277,0.006104018,0.0018163424,0.006794828,0.0902907],"category_scores_gemma":[0.0057664025,0.0013778041,0.0005238164,0.0023436383,0.0017628645,0.0017242201,0.0015224715,0.003921782,0.0399361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003434128,0.000017443059,0.0009328983,0.00007938378,0.0000041735025,0.00009563001,0.0008044445,0.000110049725,0.00034767995,0.029415669,0.96356344,0.0045948853],"study_design_scores_gemma":[0.000015517151,0.00001076944,0.00452054,0.00007072346,0.000011577373,0.00003179816,0.00054105,0.000105721294,0.00032433105,0.0006073452,0.99373406,0.000026544807],"about_ca_topic_score_codex":0.9479629,"about_ca_topic_score_gemma":0.9833106,"teacher_disagreement_score":0.9479629,"about_ca_system_score_codex":0.032712,"about_ca_system_score_gemma":0.06779986,"threshold_uncertainty_score":0.30205244},"labels":[],"label_agreement":null},{"id":"W2218671897","doi":"10.1007/978-1-4615-1497-8_12","title":"Virtual Reality and Content-Based Management of Three-Dimensional Objects for E-Business","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; Point (geometry); Visualization; Virtual reality; Content (measure theory); Multimedia; World Wide Web; Human–computer interaction; Artificial intelligence; Mathematics","score_opus":0.05470437517151998,"score_gpt":0.22625427203941637,"score_spread":0.1715498968678964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218671897","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011958045,0.01883364,0.74553484,0.0020532915,0.0005709552,0.00010626655,0.00029573657,0.0029000673,0.21774717],"genre_scores_gemma":[0.25951067,0.04590348,0.41617075,0.00069585623,0.0005868071,0.0002448782,0.001549634,0.0008324648,0.2745055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996656,0.000069543596,0.00001356079,0.00003885511,0.0001832873,0.000029104855],"domain_scores_gemma":[0.9997917,0.00009340881,0.00001087762,0.000055328637,0.00003030256,0.000018453902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003796863,0.0006465711,0.00045010593,0.0008605316,0.0005062201,0.0038262096,0.0015742029,0.0014307002,0.007968698],"category_scores_gemma":[0.00076326466,0.00044240864,0.00049980317,0.0018045092,0.00080206833,0.0045214533,0.0014329562,0.0009739278,0.0027394968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006354032,0.00011523114,0.0002612841,0.00032437485,0.00003339184,0.00026542126,0.0014338345,0.022647219,0.012796786,0.4239663,0.048645042,0.4894476],"study_design_scores_gemma":[0.000019445899,0.00007367571,0.0008796709,0.0002641679,0.00005349339,0.0011276813,0.00063293637,0.103564374,0.012127429,0.1808842,0.7003006,0.00007234143],"about_ca_topic_score_codex":0.0030409475,"about_ca_topic_score_gemma":0.0026758665,"teacher_disagreement_score":0.007968698,"about_ca_system_score_codex":0.0006969054,"about_ca_system_score_gemma":0.00052628265,"threshold_uncertainty_score":0.026657939},"labels":[],"label_agreement":null},{"id":"W2226959056","doi":"10.5623/cig2011-047","title":"International Federation Of Surveyors Commission 4 Newsletter","year":2011,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Kuala lumpur; Commission; Cadastre; Geography; Political science; East Asia; Public administration; Library science; China; Law; Business; Archaeology; Cartography; Computer science","score_opus":0.02903500307614556,"score_gpt":0.2046517635367815,"score_spread":0.17561676046063593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226959056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006350718,0.011670948,0.008519082,0.1832709,0.09094722,0.0010544673,0.028318048,0.0037180078,0.6661507],"genre_scores_gemma":[0.00896463,0.003470542,0.00262742,0.011484359,0.0053591314,0.00033675614,0.011799656,0.000517459,0.95544016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99405307,0.0007252779,0.0002912634,0.00042695212,0.0035638283,0.00093971577],"domain_scores_gemma":[0.98065925,0.0027499907,0.000848061,0.0019811671,0.011971217,0.0017903867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066697965,0.0007617918,0.0008226157,0.004246641,0.0025022323,0.0064895423,0.0017181427,0.005478508,0.11085004],"category_scores_gemma":[0.0123706,0.0008782215,0.0007517815,0.0039905286,0.0005822756,0.0024420435,0.0024561803,0.0030943525,0.054413766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029752897,0.00002324679,0.00044399913,0.00005336113,0.0000022857187,0.000031965345,0.000034764562,0.000036336936,0.00014473166,0.0008475646,0.97949606,0.018855775],"study_design_scores_gemma":[0.0000035036378,0.00000709069,0.0012545713,0.00002590809,0.0000020298394,0.000010849826,0.000055653585,0.00005115702,0.00007274798,0.00015221484,0.9983608,0.000003439366],"about_ca_topic_score_codex":0.049165886,"about_ca_topic_score_gemma":0.07607654,"teacher_disagreement_score":0.11085004,"about_ca_system_score_codex":0.002879739,"about_ca_system_score_gemma":0.017096084,"threshold_uncertainty_score":0.3708303},"labels":[],"label_agreement":null},{"id":"W223748605","doi":"10.5353/th_b2704980","title":"Developing a city skyline for Hong Kong using GIS and urban design guidelines","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Skyline; Cityscape; Geography; Metropolitan area; Population; Architectural engineering; Urban planning; Cartography; Urbanization; Environmental planning; Civil engineering; Regional science; Engineering; Archaeology; Visual arts; Sociology; Economic growth","score_opus":0.1249548762123691,"score_gpt":0.3356015776207452,"score_spread":0.2106467014083761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W223748605","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7113905,0.0004021046,0.23138836,0.00090144033,0.00006442524,0.0025726869,0.009644159,0.00564397,0.03799239],"genre_scores_gemma":[0.49557543,0.00035224683,0.49035466,0.000038557664,0.000005963473,0.00095523417,0.005833352,0.00028551725,0.006598956],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996401,0.00014266932,0.000049497376,0.00004091855,0.000096355085,0.000030435236],"domain_scores_gemma":[0.9986829,0.0002466498,0.00015211923,0.00008942312,0.00074021594,0.00008863707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011834296,0.0006105929,0.00017472617,0.0014368301,0.00062292384,0.0014867393,0.00038138844,0.00018853086,0.0039431886],"category_scores_gemma":[0.0014643429,0.0003369334,0.0004449102,0.0014148927,0.00032960458,0.00081624713,0.00062283484,0.00019283697,0.00057216827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041923986,0.0004620525,0.24937871,0.00145346,0.0001497739,0.0026385107,0.016565604,0.18482894,0.025558373,0.016939083,0.04211792,0.4594883],"study_design_scores_gemma":[0.00012925453,0.0009523331,0.17286646,0.00073182996,0.0002928589,0.000449973,0.025945483,0.55723435,0.026804272,0.0036119611,0.21072498,0.00025625393],"about_ca_topic_score_codex":0.07511692,"about_ca_topic_score_gemma":0.093615755,"teacher_disagreement_score":0.07511692,"about_ca_system_score_codex":0.0020717552,"about_ca_system_score_gemma":0.0032214841,"threshold_uncertainty_score":0.1493594},"labels":[],"label_agreement":null},{"id":"W2247855854","doi":"","title":"Building simulations quickly and inexpensively with Sharable Content Objects","year":2004,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Computer science; World Wide Web","score_opus":0.034762735376115586,"score_gpt":0.24386999688254926,"score_spread":0.20910726150643366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247855854","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111610465,0.00011905368,0.85790914,0.00023483347,0.00018883693,0.00021926682,0.0006248651,0.014462313,0.014631261],"genre_scores_gemma":[0.557796,0.0002615742,0.42795363,0.00015955254,0.00006390058,0.00039107513,0.001514201,0.0019133355,0.009946609],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994692,0.00008076891,0.00003424331,0.00008253806,0.0002818394,0.00005156221],"domain_scores_gemma":[0.9979068,0.00093784794,0.0001005483,0.00079659355,0.00014324592,0.00011507872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006956702,0.0011204547,0.001140155,0.0005633617,0.00049912476,0.002011188,0.0024719953,0.0013129145,0.011516072],"category_scores_gemma":[0.0032598565,0.0010855321,0.0008296864,0.000815495,0.00080714776,0.0029729344,0.0032395932,0.0012090218,0.0024334164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000674294,0.00046193897,0.0033777454,0.00024278196,0.00021275734,0.00059529534,0.000454245,0.74365896,0.05523453,0.019816257,0.009137186,0.16613394],"study_design_scores_gemma":[0.00008419279,0.0000925132,0.00040469732,0.000014725095,0.000041745003,0.00006652764,0.00010048362,0.95867264,0.020493764,0.009767088,0.010240278,0.000021383306],"about_ca_topic_score_codex":0.0018163932,"about_ca_topic_score_gemma":0.0027541036,"teacher_disagreement_score":0.011516072,"about_ca_system_score_codex":0.00052374374,"about_ca_system_score_gemma":0.00061248953,"threshold_uncertainty_score":0.038525045},"labels":[],"label_agreement":null},{"id":"W2247923913","doi":"10.22215/etd/2011-07335","title":"Paraxial architecture + hypodigital space : exploring the relationship between the physical and the digital in architecture","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Architecture; Humanities; Art; Art history; Space (punctuation); Visual arts; Philosophy","score_opus":0.03237610605903271,"score_gpt":0.23491500737658688,"score_spread":0.20253890131755417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247923913","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5061572,0.0047393423,0.070142716,0.004464257,0.00009948055,0.000041078136,0.00008240545,0.00011102474,0.41416246],"genre_scores_gemma":[0.9669476,0.0014590108,0.01380195,0.00015127382,0.000014848714,0.000024386645,0.000028828143,0.000046994654,0.017525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99975353,0.00011403776,0.0000031135316,0.00003624328,0.0000547418,0.000038440037],"domain_scores_gemma":[0.99976593,0.00010665454,0.0000339052,0.00002552223,0.0000310383,0.00003708257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034391537,0.00027842674,0.00012998149,0.0004456341,0.0010084632,0.0042037647,0.00061200897,0.00060401676,0.0072914446],"category_scores_gemma":[0.00076174235,0.00022188557,0.00019784321,0.00075567956,0.0038300285,0.0040170373,0.0018265854,0.0010744397,0.00061740866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010492073,0.00007902465,0.006603465,0.00024461077,0.000018790235,0.0003729844,0.027556775,0.0044211145,0.008541998,0.8755495,0.0025223999,0.07398444],"study_design_scores_gemma":[0.000049360286,0.00031854984,0.03837594,0.00041650666,0.00006195993,0.001273636,0.093985535,0.041555583,0.0054429094,0.6062169,0.21222512,0.00007793248],"about_ca_topic_score_codex":0.0031157266,"about_ca_topic_score_gemma":0.008179368,"teacher_disagreement_score":0.0072914446,"about_ca_system_score_codex":0.00129221,"about_ca_system_score_gemma":0.0008918164,"threshold_uncertainty_score":0.024392307},"labels":[],"label_agreement":null},{"id":"W2260631542","doi":"10.11575/prism/2189","title":"Flat slabs: the influence of the slab thickness and the stud layout","year":2004,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Slab; Structural engineering; Materials science; Engineering drawing; Engineering","score_opus":0.004487664278296486,"score_gpt":0.17967555980823466,"score_spread":0.17518789552993816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260631542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863746,0.0005969905,0.009543708,0.00002134497,0.000033184187,0.000070999005,0.00021967899,0.00015687206,0.0029825924],"genre_scores_gemma":[0.9908655,0.00021915737,0.006907032,0.000018942908,0.0000037567545,0.000015667169,0.00020271508,0.00006133102,0.0017057701],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913555,0.0001623041,0.000057064797,0.00012837976,0.00035754693,0.00015919749],"domain_scores_gemma":[0.996962,0.0010989461,0.0005522674,0.00045396338,0.00069065596,0.00024218975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092026446,0.00096287555,0.00053295295,0.00060353766,0.0005082551,0.0009230693,0.00073309726,0.00042055658,0.004017566],"category_scores_gemma":[0.0045120944,0.0006609449,0.0002934965,0.00049617,0.00057246117,0.0006946837,0.0005660275,0.0004954108,0.0007765079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015508579,0.00031361295,0.030119559,0.0006760996,0.000090995934,0.0009185107,0.00086547557,0.06690327,0.83146346,0.0007763187,0.0007561137,0.06556576],"study_design_scores_gemma":[0.00008414614,0.00489582,0.20084742,0.00019630577,0.0003717045,0.0011112064,0.0016687869,0.07408125,0.71059763,0.0007567157,0.005262463,0.00012657867],"about_ca_topic_score_codex":0.006203796,"about_ca_topic_score_gemma":0.019035997,"teacher_disagreement_score":0.006203796,"about_ca_system_score_codex":0.00043374556,"about_ca_system_score_gemma":0.0006706972,"threshold_uncertainty_score":0.013440073},"labels":[],"label_agreement":null},{"id":"W2273658234","doi":"10.5623/cig2012-040","title":"Descriptive Plans: An Approach to Administrative Descriptions by Ontario’s Ministry of Natural Resources","year":2012,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Christian ministry; Descriptive research; Administration (probate law); Descriptive statistics; Natural (archaeology); Environmental planning; Natural resource; Geography; Computer science; Business; Political science; Sociology; Archaeology; Social science; Mathematics; Statistics","score_opus":0.033040832693710415,"score_gpt":0.24325194367681605,"score_spread":0.21021111098310563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273658234","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038236633,0.00094075204,0.6502308,0.008349303,0.00020444159,0.0014361831,0.027194105,0.0049677556,0.26844],"genre_scores_gemma":[0.30826283,0.0021947175,0.54299825,0.0005183996,0.00006168815,0.00071748625,0.025409307,0.0015201878,0.1183172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859995,0.00029856752,0.00013418202,0.0001807989,0.0006369793,0.00014949184],"domain_scores_gemma":[0.99752957,0.00064873655,0.00017947139,0.0004166568,0.0010345018,0.00019111575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021380028,0.00056729757,0.00033612727,0.004578645,0.004632237,0.008478217,0.0020037624,0.0008455238,0.011978382],"category_scores_gemma":[0.0056097917,0.00086842483,0.00086518395,0.0075021293,0.0022485605,0.004419184,0.002331118,0.0011377545,0.0014648379],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049909777,0.000062517596,0.008871141,0.00029015174,0.000035667683,0.00037305482,0.013773788,0.012981521,0.0011264995,0.73501927,0.095213525,0.13220297],"study_design_scores_gemma":[0.000012047211,0.0000091419015,0.004468062,0.0002480077,0.00005079045,0.00012644594,0.010955667,0.03670843,0.0011571678,0.04749716,0.89870876,0.000058217545],"about_ca_topic_score_codex":0.9121465,"about_ca_topic_score_gemma":0.9478968,"teacher_disagreement_score":0.08785349,"about_ca_system_score_codex":0.024933226,"about_ca_system_score_gemma":0.047769718,"threshold_uncertainty_score":0.18090409},"labels":[],"label_agreement":null},{"id":"W2288736549","doi":"10.5623/cig2013-021","title":"The Spatial Extent of Lesser Rights in Land: Development Agreements, Site Plans and Restrictive Covenants as Modern “Easements”","year":2013,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Easement; Covenant; Plan (archaeology); Land use; Business; Land tenure; Service (business); Law and economics; Law; Political science; Geography; Economics; Engineering; Civil engineering; Marketing","score_opus":0.006216761635676136,"score_gpt":0.2011786414566265,"score_spread":0.19496187982095037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288736549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8218983,0.00061088795,0.01515218,0.0018239885,0.000020754378,0.000027210308,0.00018565333,0.000020803185,0.16026019],"genre_scores_gemma":[0.9980805,0.000048032674,0.0005657549,0.000023963432,0.000006110211,0.000008778505,0.000022187125,0.0000042209963,0.0012405156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662685,0.0014713737,0.00023827753,0.0005672497,0.0005315015,0.0005646635],"domain_scores_gemma":[0.9889286,0.0054430794,0.002251147,0.0018690681,0.00087293895,0.00063509296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035299808,0.00013974104,0.00042685293,0.0016535745,0.0025039953,0.0052886736,0.00096092443,0.00080161676,0.0055317613],"category_scores_gemma":[0.01304365,0.00028908948,0.00033312695,0.0026034925,0.014375861,0.007080484,0.003946953,0.0014504063,0.00014070372],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007531255,0.000022946042,0.011388603,0.0000213011,0.000011452768,0.00004098024,0.0033378128,0.0016134222,0.00044844605,0.97421557,0.00029631765,0.0085277455],"study_design_scores_gemma":[0.000040895706,0.00008424989,0.09865377,0.0001391776,0.00007709286,0.00027900434,0.018655758,0.0060196156,0.001275442,0.83293223,0.041772235,0.000070562324],"about_ca_topic_score_codex":0.01658683,"about_ca_topic_score_gemma":0.035037268,"teacher_disagreement_score":0.01658683,"about_ca_system_score_codex":0.0029974435,"about_ca_system_score_gemma":0.0018514768,"threshold_uncertainty_score":0.03298056},"labels":[],"label_agreement":null},{"id":"W2291429736","doi":"10.1016/j.isprsjprs.2016.01.017","title":"Towards a voxel-based geographic automata for the simulation of geospatial processes","year":2016,"lang":"en","type":"article","venue":"ISPRS Journal of Photogrammetry and Remote Sensing","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geospatial analysis; Computer science; Cellular automaton; Voxel; Geographic information system; Raster graphics; Automaton; Representation (politics); Spatial analysis; Data mining; Theoretical computer science; Artificial intelligence; Cartography; Geography; Remote sensing","score_opus":0.015305419482175817,"score_gpt":0.2559000497662577,"score_spread":0.24059463028408187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291429736","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013084515,0.00009519136,0.9847372,0.00012019954,0.000045560122,0.00004093903,0.00010814024,0.00055545714,0.0012129032],"genre_scores_gemma":[0.43470532,0.00028455426,0.56194055,0.00012307148,0.000047998343,0.00024754542,0.00030492776,0.00028947231,0.002056533],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995264,0.00017141062,0.000043656906,0.000079015736,0.00014378139,0.000035834626],"domain_scores_gemma":[0.99824095,0.0009929208,0.00011898541,0.0001844329,0.00033578518,0.00012693768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008145591,0.00052547385,0.0010637414,0.00082765793,0.00077020255,0.0016966801,0.0022814155,0.0018988992,0.0022190665],"category_scores_gemma":[0.004876813,0.000762643,0.0014248461,0.0009437959,0.0013150001,0.0010732587,0.0025290668,0.0016841176,0.00070097327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018000126,0.000020318457,0.0005323307,0.000020899339,0.00001688709,0.00003265659,0.000052135885,0.9825597,0.00069302233,0.010373533,0.00017641565,0.005504185],"study_design_scores_gemma":[0.0000023998484,0.000002809134,0.000014157844,0.0000021237445,0.0000014595196,0.000003239865,0.0000037049429,0.9973205,0.00009102467,0.0023173857,0.00023952802,0.0000016641505],"about_ca_topic_score_codex":0.019601569,"about_ca_topic_score_gemma":0.014712492,"teacher_disagreement_score":0.019601569,"about_ca_system_score_codex":0.0010597808,"about_ca_system_score_gemma":0.0016607414,"threshold_uncertainty_score":0.038975},"labels":[],"label_agreement":null},{"id":"W2291893698","doi":"","title":"Lincoln, Ontario Live on CityView - MS Govern - Public Sector Software","year":2013,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Software; Public sector; Political science; Computer science; Law; Operating system","score_opus":0.021288856896351446,"score_gpt":0.19185433550794984,"score_spread":0.17056547861159838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291893698","genre_codex":"other","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057315133,0.0005680354,0.06806925,0.0012581148,0.0002083316,0.000233956,0.114267185,0.34596285,0.46370086],"genre_scores_gemma":[0.049304236,0.0010770804,0.08259161,0.0006672646,0.00011157109,0.0004038834,0.1774594,0.093103565,0.5952815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991934,0.00008767303,0.000034948032,0.00014581191,0.000409233,0.00012898055],"domain_scores_gemma":[0.9970721,0.00035946228,0.00007951671,0.0006857472,0.0014655463,0.00033755656],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011839563,0.0011857084,0.0009959859,0.0017500703,0.0018670363,0.002999458,0.002273398,0.0007767603,0.38631737],"category_scores_gemma":[0.0031889991,0.0013524385,0.00065506116,0.0034158148,0.00074630417,0.003061827,0.002096533,0.0011598516,0.18172379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022719217,0.000035330027,0.0020704141,0.00011702616,0.000022957436,0.00007967722,0.00035942238,0.0005778193,0.0016381042,0.005523983,0.9274057,0.061942395],"study_design_scores_gemma":[0.000085973836,0.000016920552,0.0015605384,0.000055363438,0.000024221974,0.00004799117,0.00020638769,0.0035674814,0.0019275903,0.0018469455,0.9906143,0.00004624699],"about_ca_topic_score_codex":0.4599668,"about_ca_topic_score_gemma":0.74608994,"teacher_disagreement_score":0.5400332,"about_ca_system_score_codex":0.0040950044,"about_ca_system_score_gemma":0.0073880074,"threshold_uncertainty_score":0.91457903},"labels":[],"label_agreement":null},{"id":"W2292349305","doi":"10.1186/s40965-016-0004-1","title":"Open geospatial data, software and standards","year":2016,"lang":"en","type":"article","venue":"Open Geospatial Data Software and Standards","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geospatial analysis; Computer science; Software; Open standard; Geospatial PDF; Data science; Database; World Wide Web; Geography; Remote sensing; Interoperability; Operating system","score_opus":0.05073927965549102,"score_gpt":0.3304521944469794,"score_spread":0.27971291479148835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292349305","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005974776,0.001477344,0.7573736,0.0058132643,0.0020970015,0.0008568186,0.030193632,0.038811322,0.15740232],"genre_scores_gemma":[0.071497396,0.0065362966,0.6476494,0.0031783248,0.0012877402,0.0023704974,0.1505397,0.023360353,0.09358031],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885466,0.0012897485,0.001722109,0.000766786,0.0070220586,0.0006526964],"domain_scores_gemma":[0.96718353,0.0061196378,0.0017726674,0.013489292,0.009670027,0.001764928],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0085702585,0.0012257466,0.0012279283,0.010185855,0.0030531555,0.013215091,0.0034175843,0.004020276,0.014695297],"category_scores_gemma":[0.03930969,0.0011465766,0.0012491827,0.015432745,0.0028936563,0.013391419,0.007928593,0.0046728654,0.016523441],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014613855,0.0002830095,0.002182507,0.0008718167,0.00008874882,0.00037433841,0.0009790561,0.0071761133,0.0063181273,0.47690666,0.22485672,0.27981675],"study_design_scores_gemma":[0.000019251986,0.000013065112,0.0014183576,0.00031815606,0.00003547279,0.00021290859,0.00026197374,0.0057934336,0.004223764,0.14172432,0.8458823,0.00009697328],"about_ca_topic_score_codex":0.02214361,"about_ca_topic_score_gemma":0.011968154,"teacher_disagreement_score":0.9965824,"about_ca_system_score_codex":0.0036585026,"about_ca_system_score_gemma":0.011372034,"threshold_uncertainty_score":0.04916066},"labels":[],"label_agreement":null},{"id":"W2294379639","doi":"","title":"Component-based modeling of complete buildings","year":2011,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Component (thermodynamics); Subdivision; Computer science; Embedding; Representation (politics); Tree (set theory); Interdependence; Series (stratigraphy); Theoretical computer science; Engineering drawing; Artificial intelligence; Mathematics; Engineering; Civil engineering; Geology","score_opus":0.05536070379684282,"score_gpt":0.21311565286023457,"score_spread":0.15775494906339174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294379639","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023775732,0.00006169785,0.9709991,0.00003799557,0.000012510017,0.00008114555,0.00042184466,0.0016074253,0.0030025733],"genre_scores_gemma":[0.41565078,0.00024010066,0.57698405,0.000029831823,0.000010667818,0.00030364582,0.0017590196,0.0005530347,0.00446882],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967074,0.000071977964,0.000021703718,0.000050591214,0.00016287324,0.00002209859],"domain_scores_gemma":[0.9996562,0.00012511095,0.000022480153,0.00008931637,0.00008501724,0.000021854732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003425848,0.00065178855,0.00053624954,0.00067607826,0.0004151252,0.0013910533,0.0011781343,0.0007842421,0.0034620448],"category_scores_gemma":[0.0011249632,0.00047278928,0.00084689446,0.00084217836,0.000673212,0.00069765834,0.0010980441,0.0005300766,0.0006160191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058367466,0.000022070577,0.0008264928,0.000057227506,0.000022983608,0.00009988682,0.00017818897,0.94577724,0.006640214,0.026408559,0.00090350746,0.019005328],"study_design_scores_gemma":[0.000006502088,0.00001109241,0.00011969937,0.0000038028916,0.0000069033413,0.000032708354,0.000015273929,0.9912116,0.0015682323,0.0038164365,0.0032014672,0.0000061910546],"about_ca_topic_score_codex":0.0053061894,"about_ca_topic_score_gemma":0.008013055,"teacher_disagreement_score":0.0053061894,"about_ca_system_score_codex":0.0004888424,"about_ca_system_score_gemma":0.0005756433,"threshold_uncertainty_score":0.011581719},"labels":[],"label_agreement":null},{"id":"W2298300540","doi":"10.5623/cig2015-403","title":"The Evolution of nova scotia’s Coordinate Referencing Systems","year":2015,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Government of Nova Scotia","funders":"","keywords":"Nova scotia; Documentation; Nova (rocket); Government (linguistics); Service (business); Geography; Library science; Computer science; Cartography; History; Engineering; Business; Archaeology; Aeronautics; Linguistics","score_opus":0.02522464463226293,"score_gpt":0.22918966003321198,"score_spread":0.20396501540094905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298300540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8244381,0.0025303096,0.0035533071,0.0066244854,0.00038616222,0.00015012505,0.005845539,0.00024439054,0.15622759],"genre_scores_gemma":[0.9614057,0.00062013575,0.004853007,0.0003942371,0.000025432955,0.000030164589,0.0017974203,0.00009383602,0.030780077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839205,0.00021946017,0.00011589879,0.00027972006,0.0006247208,0.00036809698],"domain_scores_gemma":[0.99333835,0.0005411061,0.0006835872,0.00051521056,0.0042263395,0.00069537736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018859118,0.00035016928,0.0003057454,0.0027513432,0.0020082328,0.0038975151,0.00090569624,0.00045942346,0.003889105],"category_scores_gemma":[0.009111729,0.0003393628,0.00030342722,0.0039564874,0.0012509854,0.0005009672,0.0023330662,0.00060432684,0.0007427864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00199953,0.00015778298,0.37591708,0.00049293716,0.00034179294,0.0037201664,0.013208041,0.042199016,0.016009783,0.107626714,0.052175153,0.38615206],"study_design_scores_gemma":[0.00007240094,0.00013959454,0.7394238,0.00036287057,0.000070384114,0.00056187005,0.0044319746,0.0118354345,0.002167168,0.0012946083,0.23955216,0.000087706205],"about_ca_topic_score_codex":0.9631626,"about_ca_topic_score_gemma":0.97246766,"teacher_disagreement_score":0.0368374,"about_ca_system_score_codex":0.0327895,"about_ca_system_score_gemma":0.026492111,"threshold_uncertainty_score":0.23790556},"labels":[],"label_agreement":null},{"id":"W2301433833","doi":"10.14288/1.0097063","title":"Condominium conversion regulations in British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business","score_opus":0.00494510923890144,"score_gpt":0.1589477695258805,"score_spread":0.15400266028697907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301433833","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8043263,0.007684741,0.000773891,0.005220306,0.00015784086,0.00024285742,0.0015879713,0.000110936366,0.17989513],"genre_scores_gemma":[0.936769,0.0035435394,0.00087371137,0.0012122128,0.000013576761,0.000080822625,0.00073522044,0.000028147939,0.056743704],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975374,0.00016439754,0.00007489171,0.00020410884,0.0010563665,0.00096284033],"domain_scores_gemma":[0.99548304,0.00058800186,0.00036957022,0.00012256273,0.0027330755,0.0007037051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010742387,0.00021884906,0.00024479185,0.0020719524,0.010680261,0.0035999443,0.0016420588,0.00083670433,0.004063386],"category_scores_gemma":[0.003441741,0.00036307468,0.00021959255,0.005618438,0.0025945825,0.0004225403,0.0012266443,0.0009341135,0.00029855475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003033856,0.00027254064,0.40968236,0.0014640426,0.00011866596,0.0072828652,0.07554745,0.0049958546,0.006588748,0.11079697,0.10207297,0.2808741],"study_design_scores_gemma":[0.000024025312,0.000061685954,0.52367383,0.00048925634,0.000049281185,0.00044425455,0.060332507,0.0011439465,0.0010659924,0.0012217507,0.4113659,0.00012751008],"about_ca_topic_score_codex":0.995717,"about_ca_topic_score_gemma":0.99838924,"teacher_disagreement_score":0.094762094,"about_ca_system_score_codex":0.094762094,"about_ca_system_score_gemma":0.09562054,"threshold_uncertainty_score":0.6875503},"labels":[],"label_agreement":null},{"id":"W2335839476","doi":"","title":"Ruud van Empel : The Office","year":2000,"lang":"en","type":"article","venue":"CV Photo","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Solitude; Photography; Obligation; Art; Space (punctuation); Art history; Visual arts; Sociology; Computer science; Political science; Law; Literature","score_opus":0.007693354831332822,"score_gpt":0.20008441774459781,"score_spread":0.192391062913265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335839476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034683617,0.09334,0.023402844,0.133045,0.049457066,0.000059427563,0.00059658196,0.002410946,0.69421977],"genre_scores_gemma":[0.055886835,0.028981743,0.0066538807,0.014021109,0.010765958,0.00007213777,0.00039212583,0.0017334096,0.8814928],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791914,0.00054375466,0.00006867839,0.00038764064,0.00088219024,0.00019865454],"domain_scores_gemma":[0.9989531,0.00036550025,0.00008299036,0.00009668914,0.00019977239,0.00030185017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151954,0.0010672291,0.0005881551,0.0011143496,0.0024027652,0.0057790135,0.0008569044,0.0034595863,0.07297058],"category_scores_gemma":[0.0054838653,0.000394826,0.0003199964,0.00079095096,0.0021723774,0.0056213313,0.00352342,0.004107672,0.041353982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030374626,0.000022509392,0.000114239425,0.000090830756,0.000004374578,0.0002611926,0.00088024733,0.0002435196,0.00033028607,0.0772074,0.83499783,0.08581715],"study_design_scores_gemma":[0.0000013305171,0.0000022760892,0.000025345826,0.000045301953,6.2137525e-7,0.0001602917,0.00009942559,0.000069199865,0.00012298174,0.0037559862,0.99571264,0.0000044889844],"about_ca_topic_score_codex":0.0034191245,"about_ca_topic_score_gemma":0.0045068376,"teacher_disagreement_score":0.07297058,"about_ca_system_score_codex":0.001422733,"about_ca_system_score_gemma":0.0013023013,"threshold_uncertainty_score":0.24411088},"labels":[],"label_agreement":null},{"id":"W2335976503","doi":"10.1007/s00371-016-1227-y","title":"Interactive 3D content modeling for Digital Earth","year":2016,"lang":"en","type":"article","venue":"The Visual Computer","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Orthophoto; Computer science; Terrain; Digital elevation model; Geospatial analysis; Stereoscopy; Triangulated irregular network; Computer graphics (images); Computer vision; 3D modeling; Computer graphics; Artificial intelligence; Remote sensing; Geography; Cartography","score_opus":0.03719287732182876,"score_gpt":0.2579190580024419,"score_spread":0.22072618068061317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335976503","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0223165,0.00022079266,0.9511811,0.00017701102,0.00006804873,0.00009736706,0.0017294982,0.015252198,0.008957429],"genre_scores_gemma":[0.58030164,0.000921307,0.39345628,0.00015570961,0.00007027631,0.000192863,0.0047210837,0.004950039,0.015230731],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998399,0.000024043018,0.0000070742117,0.000024000272,0.000089279805,0.000015731808],"domain_scores_gemma":[0.99981886,0.00007324896,0.000009577871,0.000039570055,0.00004416616,0.000014635436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021004706,0.00073922554,0.00049797905,0.0014657709,0.0004422796,0.0017400468,0.0009683818,0.00083734764,0.012195362],"category_scores_gemma":[0.0009133092,0.0004759972,0.0011131105,0.0009752115,0.00030833512,0.0009976323,0.0012019377,0.0004737281,0.002183722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025114205,0.00015930382,0.0023425675,0.0005098741,0.00017041394,0.00064035784,0.00078247156,0.5955908,0.048173312,0.040028132,0.029052882,0.28229868],"study_design_scores_gemma":[0.000014054675,0.000012007611,0.0003413388,0.00001939758,0.000022753802,0.00011438292,0.00006236085,0.9673149,0.009743458,0.0061649643,0.016170023,0.000020347146],"about_ca_topic_score_codex":0.010503617,"about_ca_topic_score_gemma":0.01562437,"teacher_disagreement_score":0.012195362,"about_ca_system_score_codex":0.000599623,"about_ca_system_score_gemma":0.0005203578,"threshold_uncertainty_score":0.04079753},"labels":[],"label_agreement":null},{"id":"W2364690702","doi":"","title":"Collaborative and virtual architectural design in second life: FINC-AV experiment","year":2008,"lang":"en","type":"article","venue":"IEEE International Technology Management Conference","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Architecture; Design studio; Context (archaeology); Architectural design; Computer science; Focus (optics); Engineering design process; Process (computing); Multimedia; Human–computer interaction; Engineering; Architectural engineering; Visual arts; Telecommunications; Art; Operating system; Geography","score_opus":0.022639081136149364,"score_gpt":0.25002193740401685,"score_spread":0.22738285626786747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2364690702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98040134,0.000038132777,0.0027621868,0.00019339011,0.000042597545,0.0006239418,0.00020716274,0.00020918096,0.0155221885],"genre_scores_gemma":[0.97140133,0.00004586684,0.015740106,0.00027609745,0.000028422553,0.0013167628,0.0004778646,0.00010530069,0.0106082875],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9959341,0.0017743297,0.00017411305,0.0006820177,0.0008658747,0.0005694179],"domain_scores_gemma":[0.9892266,0.0045823646,0.0003349744,0.0019167467,0.0011374938,0.0028016963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006875564,0.0010064968,0.0010808097,0.0010773567,0.004754478,0.0029486346,0.0025210285,0.0037444988,0.007507862],"category_scores_gemma":[0.010252922,0.00068813673,0.0006589423,0.0007973269,0.0037613572,0.0023335547,0.0037226405,0.003112695,0.0012790194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025387475,0.1507194,0.041530743,0.0013409656,0.00023376933,0.0046375226,0.3894852,0.020767787,0.08177617,0.057149947,0.029066207,0.19790477],"study_design_scores_gemma":[0.015315284,0.1023987,0.10499545,0.0005710696,0.00029435908,0.0035305396,0.19287208,0.09329421,0.082052484,0.049637116,0.3536009,0.001437851],"about_ca_topic_score_codex":0.007732186,"about_ca_topic_score_gemma":0.014562316,"teacher_disagreement_score":0.007732186,"about_ca_system_score_codex":0.0023988432,"about_ca_system_score_gemma":0.0030044988,"threshold_uncertainty_score":0.036361873},"labels":[],"label_agreement":null},{"id":"W2395918588","doi":"10.1016/j.isprsjprs.2016.05.001","title":"Theme section: Multi-dimensional modelling, analysis and visualization","year":2016,"lang":"en","type":"article","venue":"ISPRS Journal of Photogrammetry and Remote Sensing","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Section (typography); Visualization; Theme (computing); Computer science; Computer graphics (images); Data science; Data mining; World Wide Web","score_opus":0.015632381366659304,"score_gpt":0.24705903995534076,"score_spread":0.23142665858868144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395918588","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013310141,0.07555716,0.4864291,0.022631159,0.19574922,0.0033367244,0.0042767585,0.006565189,0.19214454],"genre_scores_gemma":[0.04055046,0.0928333,0.0966278,0.0038057289,0.1420514,0.0024135944,0.009421511,0.0054496927,0.6068465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789256,0.0003215981,0.00015417472,0.0004144571,0.0010458196,0.00017142609],"domain_scores_gemma":[0.99585104,0.00055125525,0.0002052053,0.00046006896,0.0021751581,0.00075711403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029995479,0.0018628883,0.0018283963,0.0053058644,0.0015024092,0.0056218407,0.0019156612,0.0028214694,0.11617169],"category_scores_gemma":[0.0044758637,0.00054727215,0.0013881788,0.008054091,0.0011601626,0.0045849127,0.00494627,0.0023876966,0.041063175],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010417654,0.00023362772,0.00047842666,0.0021565664,0.000042051848,0.0001313968,0.00019097385,0.0022820097,0.017340088,0.012926632,0.46825528,0.4958588],"study_design_scores_gemma":[0.000025499041,0.00038235195,0.0021156804,0.000624505,0.00004036329,0.00087074906,0.00020420323,0.010945096,0.007359109,0.008960089,0.96842045,0.00005199547],"about_ca_topic_score_codex":0.0007968556,"about_ca_topic_score_gemma":0.0008845596,"teacher_disagreement_score":0.11617169,"about_ca_system_score_codex":0.0007858752,"about_ca_system_score_gemma":0.0028064102,"threshold_uncertainty_score":0.388633},"labels":[],"label_agreement":null},{"id":"W2401993019","doi":"","title":"Closed Formulae for Gauss Hypergeometric Series.","year":2010,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Gauss; Series (stratigraphy); Bilateral hypergeometric series; Basic hypergeometric series; Appell series; Hypergeometric function; Pure mathematics; Generalized hypergeometric function; Hypergeometric function of a matrix argument; Geology; Physics; Paleontology","score_opus":0.008768283366283096,"score_gpt":0.21957687386545038,"score_spread":0.21080859049916728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401993019","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07057675,0.0050750067,0.6144377,0.003687183,0.001952996,0.000110017136,0.0011463616,0.0008366601,0.30217734],"genre_scores_gemma":[0.7951813,0.0045699133,0.10893246,0.001578421,0.0025390987,0.00034311175,0.00091512693,0.00093149755,0.085009135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989956,0.00026947423,0.000061366976,0.00016883251,0.00038170454,0.00012305456],"domain_scores_gemma":[0.99668497,0.0017885396,0.00026820457,0.00026859413,0.0006915316,0.00029824092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019824575,0.001011024,0.0009666696,0.0044799787,0.0014300504,0.004905131,0.0014580521,0.0013617598,0.020663494],"category_scores_gemma":[0.012274842,0.0004657153,0.0009267848,0.0027992162,0.0031369706,0.0064713177,0.0022867022,0.0037822295,0.005264177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008011482,0.000012545047,0.000095435185,0.000030410147,0.0000056517893,0.000039860744,0.00008637636,0.00041970523,0.0001918922,0.9892302,0.0028519346,0.00702797],"study_design_scores_gemma":[0.0000063418934,0.000005798054,0.00011097232,0.000025631694,0.0000064300957,0.00012985218,0.00005059259,0.005787597,0.00020714039,0.9872636,0.006392344,0.000013790402],"about_ca_topic_score_codex":0.0009259044,"about_ca_topic_score_gemma":0.001267379,"teacher_disagreement_score":0.020663494,"about_ca_system_score_codex":0.0020254615,"about_ca_system_score_gemma":0.0007488653,"threshold_uncertainty_score":0.06912631},"labels":[],"label_agreement":null},{"id":"W2409254599","doi":"10.5194/isprs-archives-xli-b3-425-2016","title":"EXTENSION OF RCC TOPOLOGICAL RELATIONS FOR 3D COMPLEX OBJECTS COMPONENTS EXTRACTED FROM 3D LIDAR POINT CLOUDS","year":2016,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Point cloud; Extension (predicate logic); Intersection (aeronautics); Disjoint sets; Topology (electrical circuits); Computer science; Connection (principal bundle); Boundary (topology); Representation (politics); Point (geometry); Spatial relation; Planar; Theoretical computer science; Mathematics; Artificial intelligence; Geometry; Geography; Discrete mathematics; Computer graphics (images); Combinatorics","score_opus":0.02840774121485496,"score_gpt":0.2586715150499079,"score_spread":0.23026377383505292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409254599","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061882433,0.0002250753,0.9312789,0.0001347194,0.00005575916,0.00015545732,0.00088079204,0.001925789,0.0034610294],"genre_scores_gemma":[0.61881316,0.00039425804,0.37615237,0.00009091254,0.000055383243,0.00019781932,0.0024018083,0.00016582831,0.0017284923],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998069,0.0002651277,0.0001413099,0.00041695268,0.0009636411,0.00014393602],"domain_scores_gemma":[0.99875283,0.00031367096,0.00018451129,0.00027321375,0.00042582265,0.000049845585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009859533,0.00054377335,0.0005820026,0.005230374,0.00094445655,0.0020370628,0.0011650021,0.000736748,0.0020625393],"category_scores_gemma":[0.0030423761,0.00028365827,0.0015557923,0.0040482753,0.00096314115,0.0029986952,0.0016061547,0.00078596734,0.0005963032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038021457,0.00027342586,0.012320614,0.00047243884,0.00017621607,0.0016410059,0.0014360319,0.21030056,0.046024892,0.25707868,0.0078067067,0.46208924],"study_design_scores_gemma":[0.000026256119,0.00007658925,0.00404659,0.00004818057,0.00007979227,0.00056923245,0.00036258507,0.9187399,0.013163233,0.04306167,0.019726189,0.0000997684],"about_ca_topic_score_codex":0.0097196,"about_ca_topic_score_gemma":0.0091245035,"teacher_disagreement_score":0.0097196,"about_ca_system_score_codex":0.0012300694,"about_ca_system_score_gemma":0.0014465407,"threshold_uncertainty_score":0.01932609},"labels":[],"label_agreement":null},{"id":"W2411632075","doi":"10.5194/isprs-archives-xli-b2-349-2016","title":"GEOSPATIAL MODELLING APPROACH FOR 3D URBAN DENSIFICATION DEVELOPMENTS","year":2016,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geospatial analysis; Raster graphics; Computer science; Key (lock); Cellular automaton; Dimension (graph theory); Raster data; Architecture; Geomatics; Geographic information system; Spatial analysis; Data science; Civil engineering; Architectural engineering; Geography; Cartography; Computer graphics (images); Artificial intelligence; Remote sensing; Engineering","score_opus":0.022556949035824534,"score_gpt":0.2391277533851882,"score_spread":0.21657080434936368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411632075","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045017317,0.00025899522,0.93783724,0.00028318525,0.0000491454,0.00011721208,0.00078881887,0.0006938149,0.01495425],"genre_scores_gemma":[0.75280005,0.00048871327,0.23914519,0.000064206055,0.000019602707,0.00032477578,0.0008163126,0.00015918151,0.006182052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997527,0.000079902435,0.0000201746,0.00004117016,0.000082584775,0.000023512655],"domain_scores_gemma":[0.9997354,0.000110808025,0.000033877852,0.000026227308,0.00007500206,0.000018715731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043683528,0.0006042312,0.0004970704,0.0014440874,0.0006326534,0.0020213018,0.0010588866,0.0011216828,0.0039244355],"category_scores_gemma":[0.00090139953,0.0004640885,0.0012974667,0.0012996087,0.0006952732,0.0008654127,0.001183105,0.00057581515,0.00047773315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008291293,0.000011015188,0.0005520333,0.000022927297,0.000012650154,0.000075321674,0.000083683044,0.9792447,0.00057110575,0.014674897,0.00023751533,0.004505861],"study_design_scores_gemma":[0.0000017414748,0.0000032552412,0.00012033234,0.000006188412,0.0000034925538,0.000016317657,0.000029600369,0.9957825,0.00013279142,0.0024265787,0.0014725798,0.0000046572427],"about_ca_topic_score_codex":0.033895098,"about_ca_topic_score_gemma":0.032856293,"teacher_disagreement_score":0.033895098,"about_ca_system_score_codex":0.0014409148,"about_ca_system_score_gemma":0.0010582343,"threshold_uncertainty_score":0.06739563},"labels":[],"label_agreement":null},{"id":"W2466584739","doi":"10.5194/isprs-annals-iii-2-15-2016","title":"A CONCEPTUAL MODEL FOR THE REPRESENTATION OF LANDFORMS USING ONTOLOGY DESIGN PATTERNS","year":2016,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"3v Geomatics (Canada); Université Laval","funders":"","keywords":"Landform; Salient; Representation (politics); Terrain; Computer science; Geology; Ontology; Connotation; Artificial intelligence; Geography; Cartography; Geomorphology; Linguistics; Epistemology","score_opus":0.1480574887516105,"score_gpt":0.3343765314714866,"score_spread":0.1863190427198761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466584739","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005291921,0.00012883765,0.98864985,0.0007315687,0.000037152302,0.00020280105,0.0005283688,0.0006686027,0.0037609013],"genre_scores_gemma":[0.0668725,0.00030129805,0.9284738,0.0001750611,0.000021253163,0.0004820049,0.0013885904,0.00013736037,0.0021480643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976781,0.0007402805,0.00045101022,0.0003488347,0.0006086345,0.00017317536],"domain_scores_gemma":[0.997877,0.00063307956,0.00023359896,0.0005936737,0.00048120646,0.00018144971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036332444,0.000758883,0.0007175981,0.0033836612,0.0013167263,0.006131475,0.0024119308,0.0018956683,0.0037292514],"category_scores_gemma":[0.004446813,0.00087355037,0.0024091732,0.003720906,0.0026987956,0.0078035407,0.0027393417,0.0024204843,0.0010185825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042510444,0.000086080254,0.0009954766,0.00028714057,0.000058271035,0.00042161212,0.0020381308,0.017412163,0.0033358021,0.9253526,0.0031029363,0.046867386],"study_design_scores_gemma":[0.00007940077,0.00012504283,0.0010117551,0.00056254974,0.00014810635,0.0008497396,0.0017407504,0.257925,0.003945328,0.52350247,0.21000344,0.000106457286],"about_ca_topic_score_codex":0.011414325,"about_ca_topic_score_gemma":0.012217768,"teacher_disagreement_score":0.011414325,"about_ca_system_score_codex":0.0025974938,"about_ca_system_score_gemma":0.003324009,"threshold_uncertainty_score":0.02269578},"labels":[],"label_agreement":null},{"id":"W2472287587","doi":"10.5194/isprs-annals-iii-4-73-2016","title":"BIM-GIS INTEGRATED GEOSPATIAL INFORMATION MODEL USING SEMANTIC WEB AND RDF GRAPHS","year":2016,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"SPARQL; RDF; Computer science; Geospatial analysis; Linked data; Information retrieval; Semantic analytics; Building information modeling; Geographic information system; Semantic Web; Cwm; Database; Data mining; Social Semantic Web; Geography; Engineering; Cartography","score_opus":0.037545924108081476,"score_gpt":0.2708820743076025,"score_spread":0.23333615019952106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472287587","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045971363,0.0003258829,0.9638545,0.0009618558,0.000110445966,0.00045486767,0.0058538155,0.009519609,0.01432184],"genre_scores_gemma":[0.18736027,0.0016645922,0.7465513,0.0008837013,0.00010545794,0.0014108091,0.05098509,0.0016692603,0.009369526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971667,0.0007467823,0.00034587205,0.00041999397,0.0011683495,0.00015220947],"domain_scores_gemma":[0.9987276,0.0003079385,0.00010587668,0.0004079818,0.00037693593,0.00007369114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446379,0.0010689751,0.000797472,0.0040723826,0.0009929163,0.0042777597,0.002355753,0.0016101289,0.0035139103],"category_scores_gemma":[0.0038305742,0.0005485974,0.002242978,0.004158609,0.0011753528,0.0064716246,0.0035929296,0.0014934302,0.0019660692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024274802,0.0003964076,0.0035867728,0.000957666,0.00030939677,0.0017977331,0.0006649526,0.17877683,0.0067506135,0.59577596,0.052814186,0.15792674],"study_design_scores_gemma":[0.000059766324,0.00004239983,0.00094449957,0.0002747171,0.0001226482,0.0005327946,0.0005298468,0.5445078,0.01137985,0.21942542,0.2220752,0.00010510254],"about_ca_topic_score_codex":0.013233042,"about_ca_topic_score_gemma":0.011231611,"teacher_disagreement_score":0.013233042,"about_ca_system_score_codex":0.0017586381,"about_ca_system_score_gemma":0.0028687608,"threshold_uncertainty_score":0.026311994},"labels":[],"label_agreement":null},{"id":"W2512264300","doi":"10.5623/cig2016-212","title":"Geomatics and the Law","year":2016,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geomatics; Geospatial analysis; Public interest; Geography; Data science; Political science; Business; Regional science; Law; Computer science; Remote sensing","score_opus":0.0037763987916499837,"score_gpt":0.1633351024781025,"score_spread":0.15955870368645253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512264300","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048711665,0.03612704,0.24002396,0.088960126,0.0022052429,0.00006114451,0.0005768107,0.00031767838,0.5830163],"genre_scores_gemma":[0.9198624,0.0067235823,0.02124995,0.0062040747,0.0027097056,0.00014931336,0.0001617975,0.000101862584,0.042837244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988943,0.0004399336,0.000055918103,0.00024698026,0.00027819074,0.000084691],"domain_scores_gemma":[0.9975805,0.0015433303,0.00015888653,0.00033783127,0.0002950652,0.00008434698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018971883,0.00033338397,0.0007143663,0.0013063506,0.002297995,0.0037641458,0.0007044909,0.0028331021,0.0063249646],"category_scores_gemma":[0.005748151,0.0003574745,0.0006037396,0.00081869814,0.016131062,0.0063158367,0.0017012333,0.0048967917,0.0008697423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013713831,0.0000022653796,0.000029697809,0.0000044068247,9.601061e-7,0.000007218653,0.000044825894,0.0001549578,0.000015434873,0.99802244,0.00077719527,0.0009392792],"study_design_scores_gemma":[0.0000035539574,0.0000020075665,0.000046443027,0.00000752512,0.0000010357243,0.000014068122,0.000018941906,0.00062971347,0.000023228347,0.9895648,0.009686476,0.0000022507793],"about_ca_topic_score_codex":0.0062658186,"about_ca_topic_score_gemma":0.002935143,"teacher_disagreement_score":0.0063249646,"about_ca_system_score_codex":0.0027142856,"about_ca_system_score_gemma":0.0012358675,"threshold_uncertainty_score":0.021159172},"labels":[],"label_agreement":null},{"id":"W2513698424","doi":"10.1080/14926150409556623","title":"Cinderella and the geometer's sketchpad","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dairy Farmers of Ontario; University of Toronto; York University","funders":"","keywords":"Software; Computer graphics (images); Computer science; Computer software; Software engineering; Programming language","score_opus":0.004719077359007432,"score_gpt":0.19824682854486148,"score_spread":0.19352775118585405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513698424","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04265584,0.009105618,0.39918375,0.007985354,0.0011133048,0.00011276904,0.00039220758,0.004476256,0.5349748],"genre_scores_gemma":[0.5945546,0.0065014386,0.17773585,0.0006984583,0.00026082102,0.00011265631,0.00037127844,0.0009819047,0.21878304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993662,0.00022298093,0.000036542653,0.000135116,0.00017362644,0.000065539825],"domain_scores_gemma":[0.99808204,0.0011239725,0.00004529708,0.00044897004,0.00021022523,0.000089441884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078538747,0.0007388072,0.00054057984,0.0019304501,0.0015479281,0.00667584,0.001213682,0.0014116787,0.051818646],"category_scores_gemma":[0.008223325,0.00054214,0.00071268337,0.0012294005,0.004014289,0.007258496,0.0030748537,0.0020454524,0.003452593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007188345,0.000009549807,0.00013687798,0.00007307815,0.0000069995795,0.00007242396,0.0008091949,0.0036837107,0.0009244866,0.9279401,0.005300118,0.060971692],"study_design_scores_gemma":[0.000047048707,0.000061844534,0.00034349965,0.0001799594,0.000033986526,0.0005029064,0.00083759683,0.02986704,0.0030473275,0.59535813,0.36963746,0.000083261795],"about_ca_topic_score_codex":0.012227498,"about_ca_topic_score_gemma":0.011430714,"teacher_disagreement_score":0.051818646,"about_ca_system_score_codex":0.0017158198,"about_ca_system_score_gemma":0.0009902201,"threshold_uncertainty_score":0.17335063},"labels":[],"label_agreement":null},{"id":"W2519349721","doi":"","title":"DEVELOPMENT OF GIS/LIS FOR CADASTRAL SURVEY AND LAND REGISTRATION IN CHINA: A STATUS REPORT","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cadastre; Geography; China; Land registration; Cartography; Geographic information system; Remote sensing; Surveyor; Forestry; Archaeology; Land tenure","score_opus":0.014728641241943972,"score_gpt":0.23978261896282266,"score_spread":0.22505397772087868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519349721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72275615,0.029553002,0.15754288,0.0037479573,0.0004732558,0.0026000165,0.022119218,0.0066318824,0.054575562],"genre_scores_gemma":[0.77508616,0.021249903,0.14695454,0.0004056608,0.00020614665,0.0009109533,0.03250515,0.00034827567,0.022333184],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998159,0.0004552852,0.0002238111,0.00025564784,0.00071856537,0.00018770318],"domain_scores_gemma":[0.9941532,0.00060506206,0.000635592,0.0007219644,0.0032215721,0.00066265895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0084282225,0.0013869301,0.00047927094,0.0067846603,0.00064036215,0.0015797399,0.0014551447,0.00048865296,0.0029779137],"category_scores_gemma":[0.0035971045,0.0006292903,0.00060225226,0.0069208364,0.00079996843,0.002234151,0.0011916233,0.0003861547,0.0009443329],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003381857,0.00031643637,0.2050062,0.001681583,0.0001574991,0.00030848535,0.0011251189,0.015260541,0.012628132,0.0067842253,0.014046963,0.7423467],"study_design_scores_gemma":[0.00013628029,0.0013550253,0.6225317,0.00059343915,0.00046773325,0.0005511105,0.002755705,0.059427213,0.0405831,0.0015957453,0.26978463,0.00021832834],"about_ca_topic_score_codex":0.09304027,"about_ca_topic_score_gemma":0.044130936,"teacher_disagreement_score":0.09304027,"about_ca_system_score_codex":0.003105276,"about_ca_system_score_gemma":0.014471629,"threshold_uncertainty_score":0.18499744},"labels":[],"label_agreement":null},{"id":"W252491061","doi":"","title":"Business Geomatics: A Burgeoning discipline/La Geomatique Des Affaires : Une Discipline En Plein Essor","year":2006,"lang":"fr","type":"article","venue":"Canadian Journal of Regional Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geomatics; Geospatial analysis; Geography; Geographic information system; Natural resource; Photogrammetry; Remote sensing; Information system; Data science; Cartography; Engineering; Computer science; Ecology","score_opus":0.008843629911376842,"score_gpt":0.22955237584117258,"score_spread":0.22070874592979572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W252491061","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00414533,0.6669549,0.010338084,0.16221656,0.014323,0.000041347757,0.0005494061,0.00024131198,0.14119013],"genre_scores_gemma":[0.10580636,0.6974493,0.011481964,0.019696493,0.028252203,0.00006494646,0.00088351814,0.00042090655,0.13594426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99674183,0.0010398977,0.00018514911,0.00051046215,0.0012372143,0.00028551527],"domain_scores_gemma":[0.99524635,0.0020222352,0.0004652689,0.00040502238,0.0012514014,0.0006096261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035320378,0.0010812208,0.0009590865,0.004413563,0.0033521084,0.018463677,0.0011695671,0.0054232823,0.024411814],"category_scores_gemma":[0.004384205,0.0004907311,0.0005555774,0.011676913,0.009970731,0.011387721,0.004876459,0.005980316,0.007207809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040201237,0.000045354787,0.0022352848,0.0010201377,0.000020473946,0.0001790483,0.0041362117,0.00041946417,0.0003276647,0.35677284,0.32357082,0.31123245],"study_design_scores_gemma":[0.000002324692,0.0000061474066,0.0011166827,0.0005065438,0.000002604714,0.00013241732,0.0013344222,0.00012595525,0.000052145027,0.020351067,0.9763591,0.000010655166],"about_ca_topic_score_codex":0.015673753,"about_ca_topic_score_gemma":0.013886118,"teacher_disagreement_score":0.024411814,"about_ca_system_score_codex":0.005596136,"about_ca_system_score_gemma":0.0067921286,"threshold_uncertainty_score":0.081665695},"labels":[],"label_agreement":null},{"id":"W2548007379","doi":"","title":"Digital architectures: the Web, editorialization and metaontology","year":2016,"lang":"en","type":"preprint","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"World Wide Web; Computer science","score_opus":0.004672774616808999,"score_gpt":0.16059297070634554,"score_spread":0.15592019608953653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548007379","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03284522,0.030285023,0.16142975,0.12838608,0.025171623,0.00027491982,0.0035636164,0.010684607,0.6073592],"genre_scores_gemma":[0.47062862,0.03243348,0.07937628,0.005955933,0.02543648,0.0003510308,0.003802872,0.007823582,0.37419176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9931906,0.0024126864,0.0005561592,0.0006691857,0.002812097,0.00035940163],"domain_scores_gemma":[0.9721514,0.009087872,0.0022107475,0.0070030913,0.006557348,0.0029895701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010558646,0.0006225891,0.0005699342,0.0125472825,0.004163088,0.027504073,0.0016572974,0.0020709508,0.037391417],"category_scores_gemma":[0.03786676,0.0006103038,0.0005327564,0.011983598,0.004250101,0.020346774,0.004873343,0.001984536,0.005880667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051181378,0.00006973072,0.0017797798,0.0005101849,0.00002285509,0.00023220442,0.004471836,0.0010222156,0.0014052799,0.45558935,0.21651803,0.31832746],"study_design_scores_gemma":[0.0000100819125,0.000011961315,0.0015387185,0.0003370964,0.000013827563,0.00018091845,0.0017788119,0.0023758828,0.0010691428,0.121092655,0.8715586,0.000032314776],"about_ca_topic_score_codex":0.011278313,"about_ca_topic_score_gemma":0.012405451,"teacher_disagreement_score":0.037391417,"about_ca_system_score_codex":0.0052743196,"about_ca_system_score_gemma":0.009233858,"threshold_uncertainty_score":0.12508678},"labels":[],"label_agreement":null},{"id":"W2554151465","doi":"10.1007/s10707-016-0281-y","title":"How users perceive transparency in the 3D visualization of cadastre: testing its usability in an online questionnaire","year":2016,"lang":"en","type":"article","venue":"GeoInformatica","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Transparency (behavior); Usability; Visualization; Cadastre; Computer science; Human–computer interaction; Certainty; Property (philosophy); Geography; Data mining; Computer security; Mathematics; Cartography","score_opus":0.037169143718022206,"score_gpt":0.2602390560714927,"score_spread":0.2230699123534705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554151465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935822,0.000052555395,0.004426993,0.00014513529,0.000019719046,0.00020121926,0.00011282523,0.000112194546,0.0013471391],"genre_scores_gemma":[0.99014145,0.000099576995,0.008325462,0.0001749088,0.0000145322265,0.00026968092,0.00014197706,0.000038320482,0.0007941496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99583983,0.0025361974,0.0003215916,0.00031610706,0.0007510489,0.00023516433],"domain_scores_gemma":[0.9207701,0.06766091,0.002807716,0.0027942248,0.0046628476,0.0013042319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009576431,0.0006006363,0.0005427299,0.0008341336,0.0004953563,0.0018842887,0.00045049677,0.0010695629,0.0036269235],"category_scores_gemma":[0.05815319,0.00036724613,0.0006729436,0.00036861037,0.00062310195,0.0017819275,0.0016388875,0.0007569841,0.0006212726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039598597,0.0052777813,0.44520077,0.003544146,0.000476453,0.001074693,0.24308647,0.004169983,0.054436672,0.0018568084,0.0069465362,0.22996989],"study_design_scores_gemma":[0.0007873881,0.010898091,0.7779303,0.0011927865,0.0008366672,0.0013235385,0.123497665,0.0353282,0.018587098,0.0026786146,0.026197758,0.00074172695],"about_ca_topic_score_codex":0.0014252851,"about_ca_topic_score_gemma":0.0011964195,"teacher_disagreement_score":0.009576431,"about_ca_system_score_codex":0.00036121192,"about_ca_system_score_gemma":0.0004124506,"threshold_uncertainty_score":0.05064559},"labels":[],"label_agreement":null},{"id":"W2560907338","doi":"10.5623/cig2016-305","title":"Cadastre 2020 ♦ Coordinate Cadastre 2020 2030-2040 2050 2060 2070","year":2016,"lang":"pt","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cadastre; Geography; Cartography","score_opus":0.007966020501745634,"score_gpt":0.216465193666053,"score_spread":0.20849917316430736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560907338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11611305,0.0015531203,0.049787793,0.001912416,0.0011973084,0.00036295276,0.16883957,0.0043594744,0.65587425],"genre_scores_gemma":[0.3299946,0.0032550134,0.06982988,0.0005842472,0.00010631791,0.00023636028,0.3082108,0.0006236446,0.28715912],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997824,0.000021671123,0.000010711086,0.00003423451,0.000104073886,0.000046925565],"domain_scores_gemma":[0.99950445,0.000011499127,0.000026068925,0.00005588443,0.00033490488,0.000067111476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004160715,0.00046848142,0.00014578192,0.0016584132,0.0006807084,0.0013075075,0.0004122953,0.0003685858,0.039917406],"category_scores_gemma":[0.0006241094,0.00023217691,0.00027318226,0.0026097726,0.00016677279,0.00059308746,0.0006044812,0.00049904245,0.027084064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041399652,0.00009817274,0.043212898,0.0002693739,0.0000645631,0.0003619699,0.00039628532,0.011027048,0.008778459,0.017759081,0.42886132,0.4887569],"study_design_scores_gemma":[0.00001514167,0.000046297373,0.029267794,0.00006284121,0.000021123313,0.0001950029,0.0003955431,0.0035911547,0.002481547,0.0012836372,0.96261156,0.000028379072],"about_ca_topic_score_codex":0.107410036,"about_ca_topic_score_gemma":0.12853464,"teacher_disagreement_score":0.107410036,"about_ca_system_score_codex":0.0012861817,"about_ca_system_score_gemma":0.0024763083,"threshold_uncertainty_score":0.2135697},"labels":[],"label_agreement":null},{"id":"W2562759545","doi":"10.22230/src.2016v7n2/3a253","title":"StructureMorph: Creating Scholarly 3D Models for a Convergent, Digital Publishing Environment","year":2016,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workflow; Computer science; Premise; Object (grammar); World Wide Web; Data science; Geographic information system; Database; Artificial intelligence; Geography","score_opus":0.07194828607483404,"score_gpt":0.294785080371618,"score_spread":0.22283679429678394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562759545","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02287486,0.00021310538,0.89121693,0.0015728435,0.00035554756,0.0007282072,0.0011053595,0.03953111,0.042402133],"genre_scores_gemma":[0.09579027,0.00044947767,0.86739755,0.0002055158,0.000083552935,0.0004472354,0.0025829207,0.0069931364,0.026050383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980007,0.00035470503,0.000130153,0.00017653249,0.0012649948,0.000072866686],"domain_scores_gemma":[0.99492353,0.0013150823,0.00027417348,0.002280209,0.00062320684,0.00058374146],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039986144,0.0007936913,0.0005106474,0.002752903,0.002045531,0.008389425,0.003217385,0.0018016805,0.018148016],"category_scores_gemma":[0.00998969,0.0009664394,0.0014810079,0.002046424,0.0022412231,0.00625728,0.007503195,0.0016383256,0.006198325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033443264,0.0004946998,0.005199549,0.0008815673,0.00009288577,0.0018530777,0.010585685,0.031047346,0.023931682,0.2146353,0.094436966,0.6165068],"study_design_scores_gemma":[0.00022338875,0.0002610668,0.0025969497,0.0003860312,0.00008210508,0.001906057,0.0026674985,0.19000784,0.030772178,0.069872536,0.70098,0.00024428713],"about_ca_topic_score_codex":0.002195559,"about_ca_topic_score_gemma":0.0047720755,"teacher_disagreement_score":0.9916106,"about_ca_system_score_codex":0.0014114361,"about_ca_system_score_gemma":0.0029752688,"threshold_uncertainty_score":0.060711145},"labels":[],"label_agreement":null},{"id":"W257194851","doi":"","title":"Business/retail Geomatics: A Developing Field","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Regional Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geomatics; Geographic information system; Field (mathematics); Data science; Geospatial analysis; Information system; Computer science; Geography; Remote sensing; Engineering","score_opus":0.028974360426575155,"score_gpt":0.2229360840450163,"score_spread":0.19396172361844116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W257194851","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01347849,0.19318473,0.00611853,0.26502097,0.0032828338,0.0001654827,0.0009850765,0.0003726672,0.5173911],"genre_scores_gemma":[0.29774627,0.35577866,0.014621028,0.052541222,0.0064083836,0.00016386992,0.0013630312,0.0004317768,0.2709457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702066,0.00060657616,0.00012926543,0.00053590944,0.0010971018,0.0006103601],"domain_scores_gemma":[0.9886175,0.002658007,0.0005782331,0.0006265373,0.004040812,0.003478949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006103388,0.0007412646,0.0009102651,0.007346578,0.007870129,0.031221535,0.001872395,0.007423754,0.03827738],"category_scores_gemma":[0.00502589,0.0007717005,0.00040436353,0.021412628,0.021838833,0.020171134,0.0043830504,0.0053753234,0.0068350453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000317835,0.00011797398,0.001804334,0.0003849952,0.0000034365842,0.0002638304,0.0032228401,0.000152034,0.00036538008,0.74262565,0.12102461,0.13000311],"study_design_scores_gemma":[0.0000065043027,0.000021880647,0.0023364488,0.00065061153,0.0000023353382,0.00013231482,0.007011684,0.00020122125,0.00016475626,0.024654714,0.9647947,0.000022859258],"about_ca_topic_score_codex":0.17442597,"about_ca_topic_score_gemma":0.14446908,"teacher_disagreement_score":0.82557404,"about_ca_system_score_codex":0.027651142,"about_ca_system_score_gemma":0.04732004,"threshold_uncertainty_score":0.34682137},"labels":[],"label_agreement":null},{"id":"W2572321483","doi":"10.3390/ijgi6010012","title":"Towards a Common Framework for the Identification of Landforms on Terrain Models","year":2017,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Landform; Salient; Terrain; Identification (biology); Computer science; Feature (linguistics); Object (grammar); Ontology; Connotation; Conceptual model; Process (computing); Data mining; Artificial intelligence; Geography; Cartography; Epistemology; Linguistics; Programming language","score_opus":0.01887043301714538,"score_gpt":0.3008720091228859,"score_spread":0.28200157610574056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572321483","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014225906,0.00028569132,0.99406415,0.0005785799,0.000050981133,0.000218059,0.00017276211,0.0005059581,0.0027012918],"genre_scores_gemma":[0.024277134,0.00057231274,0.9721244,0.00017621892,0.000054594606,0.0004725037,0.0007460052,0.000256319,0.0013206189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99086624,0.0033308354,0.0017151312,0.0012570039,0.002410334,0.000420416],"domain_scores_gemma":[0.9920346,0.0016818144,0.0005400023,0.002956013,0.0021633427,0.00062424474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013755673,0.0017500477,0.0022803685,0.0075187325,0.0025361087,0.0153126,0.007270018,0.0044353064,0.002855407],"category_scores_gemma":[0.014431892,0.0017566395,0.0055146953,0.006954262,0.008414792,0.012168468,0.009456488,0.006074904,0.0019136554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024840583,0.00009859445,0.0006057177,0.00039979868,0.00007768233,0.00037218985,0.0029287664,0.011798365,0.0018431685,0.9448231,0.0024116708,0.034616236],"study_design_scores_gemma":[0.000046289704,0.000108069034,0.0007436425,0.0011221482,0.00015571591,0.00062002306,0.00294018,0.096634105,0.0027321437,0.7012873,0.19346905,0.00014122402],"about_ca_topic_score_codex":0.010323094,"about_ca_topic_score_gemma":0.010367912,"teacher_disagreement_score":0.0153126,"about_ca_system_score_codex":0.0033488763,"about_ca_system_score_gemma":0.007028032,"threshold_uncertainty_score":0.07274783},"labels":[],"label_agreement":null},{"id":"W2574648035","doi":"","title":"Sufficient Conditions for Burst Error Identification and Correction in LRTJ-Spaces.","year":2016,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Identification (biology); Burst error; Algorithm; Error detection and correction; Biology; Botany","score_opus":0.011969800497051116,"score_gpt":0.2457449328667265,"score_spread":0.23377513236967537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574648035","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02003091,0.00040951287,0.96979886,0.0007606025,0.000261054,0.000117259726,0.0009078018,0.0005782039,0.007135819],"genre_scores_gemma":[0.74497825,0.0011614087,0.23386839,0.0007013298,0.0007238622,0.0007317299,0.0043074023,0.00068379304,0.012843773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942819,0.0015625644,0.0006145583,0.0011303634,0.0015589877,0.0008516948],"domain_scores_gemma":[0.92828757,0.045923684,0.0053054034,0.0044067376,0.0130778495,0.0029987812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059522116,0.0019005247,0.0026497683,0.0025806269,0.0016460912,0.0038895444,0.0033709544,0.0036117227,0.013279479],"category_scores_gemma":[0.07765092,0.0011486264,0.0020338432,0.0017342874,0.003337603,0.0073078303,0.006979516,0.0052256505,0.0032423572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011732877,0.00040500995,0.006749983,0.0009002457,0.00022790165,0.0016152736,0.0010636479,0.22398165,0.013536882,0.6825878,0.015648097,0.052110255],"study_design_scores_gemma":[0.00008321399,0.00016406235,0.001191015,0.0001997971,0.00006271457,0.00051604456,0.0004847852,0.67695105,0.0073321294,0.3083753,0.0045272186,0.00011273056],"about_ca_topic_score_codex":0.0028487148,"about_ca_topic_score_gemma":0.0025914465,"teacher_disagreement_score":0.013279479,"about_ca_system_score_codex":0.0012735613,"about_ca_system_score_gemma":0.0038285423,"threshold_uncertainty_score":0.044424236},"labels":[],"label_agreement":null},{"id":"W2575526803","doi":"10.71781/2761","title":"Étude des méthodes de saisie informatique relatives au forage de données appliquées à la prise de décision en urbanisme","year":2002,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.040985781237029735,"score_gpt":0.3130686781324167,"score_spread":0.27208289689538695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2575526803","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02477517,0.0013994827,0.9710363,0.00024597117,0.00011587119,0.00008184753,0.00014586796,0.00052473944,0.0016747355],"genre_scores_gemma":[0.1645481,0.00088926795,0.82808435,0.000073478746,0.000082881255,0.00021700784,0.0002890896,0.00027759615,0.0055382107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975992,0.0009717487,0.00017018025,0.00048702786,0.0006586464,0.000113249946],"domain_scores_gemma":[0.9749972,0.019991275,0.00046422685,0.0013116748,0.00298087,0.00025474676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072678365,0.00093969534,0.0014595684,0.0028564772,0.0008975326,0.004151196,0.0019676061,0.0016595379,0.003745746],"category_scores_gemma":[0.04736755,0.0007339571,0.0013784879,0.0031427343,0.0011089034,0.0027749017,0.0015464203,0.0018927518,0.0008973406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052501383,0.00015658006,0.0074674785,0.0006749393,0.0005918675,0.00012650345,0.0018695974,0.23982412,0.010868583,0.047007658,0.002225218,0.68866247],"study_design_scores_gemma":[0.00004934181,0.00009155847,0.0039944686,0.00008906055,0.00009585057,0.00012473082,0.00031979545,0.9649223,0.005068155,0.017237455,0.0079606725,0.00004663456],"about_ca_topic_score_codex":0.033408005,"about_ca_topic_score_gemma":0.02974851,"teacher_disagreement_score":0.033408005,"about_ca_system_score_codex":0.0022269662,"about_ca_system_score_gemma":0.0027926073,"threshold_uncertainty_score":0.06642711},"labels":[],"label_agreement":null},{"id":"W2586962796","doi":"10.5075/epfl-thesis-7328","title":"Potentialities of the urban volume : mapping underground resource potential and deciphering spatial economies and configurations of multi-level urban spaces","year":2016,"lang":"en","type":"article","venue":"Infoscience (Ecole Polytechnique Fédérale de Lausanne)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urbanization; Resource (disambiguation); Environmental planning; Urban planning; Civil engineering; Work (physics); Natural resource; Architectural engineering; Environmental resource management; Geography; Engineering; Computer science; Political science; Environmental science; Law","score_opus":0.01643803401122273,"score_gpt":0.20797664125578635,"score_spread":0.19153860724456362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586962796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8678902,0.001042321,0.06455079,0.00076673133,0.000021098498,0.00009166037,0.0008649323,0.0001588267,0.06461336],"genre_scores_gemma":[0.98604923,0.0003146294,0.012263857,0.000014755464,0.0000069213424,0.00004299512,0.00016887605,0.00004901953,0.0010896913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996026,0.0001551302,0.000015202854,0.00006980253,0.000100229336,0.000057027315],"domain_scores_gemma":[0.9990552,0.00057245715,0.00014118728,0.000092549875,0.00008586575,0.0000527615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051199895,0.00024151288,0.00015798605,0.003348765,0.0008385629,0.005138322,0.0003868072,0.00040282722,0.0031552312],"category_scores_gemma":[0.0023638704,0.00024218389,0.00027715336,0.0034535944,0.002361627,0.0050971285,0.003118493,0.0004629876,0.00028624077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025693444,0.000055654462,0.1583339,0.0007009546,0.0000965451,0.00082249334,0.107974656,0.02568472,0.0076737627,0.46498126,0.0040276013,0.22939157],"study_design_scores_gemma":[0.000019138137,0.00012781868,0.2805267,0.0008350753,0.000102641345,0.0014391688,0.27204728,0.06863773,0.006553456,0.26021653,0.109323375,0.00017111274],"about_ca_topic_score_codex":0.003353525,"about_ca_topic_score_gemma":0.0081895245,"teacher_disagreement_score":0.005138322,"about_ca_system_score_codex":0.00092829554,"about_ca_system_score_gemma":0.0006065212,"threshold_uncertainty_score":0.010555327},"labels":[],"label_agreement":null},{"id":"W2587454558","doi":"10.4101/jvwr.v7i3.7116","title":"Taking a Broader View by Looking Deeper","year":2014,"lang":"en","type":"article","venue":"Journal of Virtual Worlds Research","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Lantern; History; Visual arts; Art; Archaeology","score_opus":0.03336392615410397,"score_gpt":0.3357110710392154,"score_spread":0.3023471448851114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587454558","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010870631,0.18528134,0.0323901,0.50936925,0.047847662,0.00010142756,0.0010001432,0.00034153086,0.21279784],"genre_scores_gemma":[0.17145458,0.21592976,0.037256416,0.3411749,0.064149275,0.00043689538,0.0019416759,0.0015029055,0.16615362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9916801,0.0035355594,0.0005129583,0.0013961082,0.0020489017,0.0008264003],"domain_scores_gemma":[0.981908,0.009700293,0.0012853508,0.0017501069,0.0040997565,0.0012565196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010234811,0.001493674,0.0016313904,0.010631881,0.0053524706,0.025662601,0.0023415678,0.008805501,0.04066608],"category_scores_gemma":[0.016094996,0.000499793,0.0019869485,0.009063658,0.013470531,0.044325035,0.011260811,0.012036449,0.00832441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074453135,0.00008302315,0.0018148759,0.0028053953,0.00009799474,0.0004931117,0.037744142,0.00027242216,0.0021974193,0.6209733,0.22393589,0.10950803],"study_design_scores_gemma":[0.000004814897,0.00002519253,0.0012987038,0.0019565728,0.000030685234,0.00021436984,0.014402691,0.00010413006,0.00029434336,0.06816203,0.91348016,0.0000263443],"about_ca_topic_score_codex":0.007165736,"about_ca_topic_score_gemma":0.010165157,"teacher_disagreement_score":0.04066608,"about_ca_system_score_codex":0.0051953066,"about_ca_system_score_gemma":0.006674345,"threshold_uncertainty_score":0.13604158},"labels":[],"label_agreement":null},{"id":"W2588305872","doi":"10.29173/cais459","title":"3D Visualization of Document Retrieval Spaces Using VRML","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"VRML; Visualization; Computer science; Representation (politics); The Internet; Computer graphics (images); Information visualization; Information retrieval; Workstation; World Wide Web; Data visualization; Data mining","score_opus":0.01884349093151525,"score_gpt":0.2478965863107741,"score_spread":0.22905309537925886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588305872","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016477766,0.0018159265,0.94405156,0.0010677797,0.00024562233,0.00017443497,0.0028804988,0.016160784,0.017125607],"genre_scores_gemma":[0.24426565,0.0035964483,0.7295805,0.00039508578,0.00018817192,0.0003918931,0.004111317,0.0022193366,0.015251589],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991035,0.0002424361,0.00006363217,0.000093661154,0.0004348603,0.00006195994],"domain_scores_gemma":[0.99889106,0.0005199414,0.00010225633,0.0001601621,0.00027042427,0.00005614642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081640936,0.00087557954,0.0005388619,0.0025395174,0.0004256149,0.0041444153,0.0008282299,0.0011389012,0.011968144],"category_scores_gemma":[0.0030917518,0.00058825826,0.0010282241,0.0015956768,0.0003886057,0.0016427642,0.001613469,0.0012580515,0.0033877718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005814372,0.00016382965,0.0013530334,0.0018974708,0.0001462901,0.0014487002,0.004453825,0.1325031,0.18707675,0.05289399,0.059934985,0.5575465],"study_design_scores_gemma":[0.00021206442,0.0002631097,0.0034478141,0.00059636205,0.000091497874,0.0017376565,0.0006861045,0.40369463,0.10693612,0.02001735,0.46186605,0.00045125786],"about_ca_topic_score_codex":0.004256516,"about_ca_topic_score_gemma":0.0037983546,"teacher_disagreement_score":0.011968144,"about_ca_system_score_codex":0.0005903629,"about_ca_system_score_gemma":0.00079508265,"threshold_uncertainty_score":0.040037394},"labels":[],"label_agreement":null},{"id":"W2591761335","doi":"10.5539/jpl.v10n2p230","title":"A Platform for Development and Optimum Use of Land Capacity","year":2017,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cadastre; Real estate; Business; Land administration; Land registration; Property rights; Quality (philosophy); Government (linguistics); Real estate development; Sustainable development; Investment (military); Real property; Environmental economics; Land tenure; Environmental planning; Finance; Economics; Geography; Politics; Law","score_opus":0.06111391195426691,"score_gpt":0.26651337438492445,"score_spread":0.20539946243065754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591761335","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02545492,0.0019431246,0.5425807,0.0055681085,0.0009816694,0.0010189462,0.006878986,0.03307315,0.3825004],"genre_scores_gemma":[0.3946169,0.0036001184,0.4801621,0.0008058439,0.00038565014,0.0016166962,0.01152089,0.0060806484,0.101211004],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985014,0.00032440573,0.00008083364,0.00025189994,0.00062436506,0.00021714863],"domain_scores_gemma":[0.9976471,0.00038888055,0.00013704818,0.00080562517,0.00067081215,0.00035057878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002154897,0.00081355765,0.0005547043,0.002684438,0.0011299595,0.00566473,0.0024930146,0.0011564035,0.051289815],"category_scores_gemma":[0.006468973,0.00048481073,0.0007194956,0.0025867696,0.001302442,0.008589075,0.008182769,0.00126709,0.021439508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018210555,0.00017296165,0.0034457091,0.00047038792,0.000050066847,0.00047369915,0.0011989637,0.0382628,0.006422534,0.30136716,0.14583278,0.5021208],"study_design_scores_gemma":[0.000042521013,0.00012296566,0.0016728938,0.00036644307,0.000027364127,0.00022530693,0.0012246321,0.05876645,0.004139384,0.09663312,0.8366744,0.00010453942],"about_ca_topic_score_codex":0.004224619,"about_ca_topic_score_gemma":0.003119249,"teacher_disagreement_score":0.051289815,"about_ca_system_score_codex":0.0012056826,"about_ca_system_score_gemma":0.0033744164,"threshold_uncertainty_score":0.1715815},"labels":[],"label_agreement":null},{"id":"W2594652137","doi":"","title":"Virtual Urban Design","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Human–computer interaction","score_opus":0.01642313800956281,"score_gpt":0.2222321981298919,"score_spread":0.2058090601203291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594652137","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008235886,0.0033384515,0.53181344,0.0012482707,0.0011477597,0.00025962014,0.00065207283,0.0018276683,0.45147678],"genre_scores_gemma":[0.4085232,0.0063467324,0.29035816,0.0010078193,0.0002667944,0.0007934241,0.0017237341,0.0009928466,0.28998727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993481,0.00023692775,0.000025866895,0.0000599286,0.00026822658,0.00006094646],"domain_scores_gemma":[0.99975437,0.00005057803,0.00001176334,0.00007335251,0.000072630864,0.000037300128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059720984,0.00083880866,0.00040087808,0.000931155,0.00079567265,0.0039720433,0.00103268,0.00087362446,0.033726607],"category_scores_gemma":[0.0011867327,0.00032374714,0.000561273,0.00067188015,0.0010527963,0.0014640075,0.002499205,0.0006127917,0.0071040085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009051907,0.000053386542,0.000633769,0.0005899636,0.00004081477,0.00026702642,0.0009517403,0.037744243,0.005271845,0.57826895,0.06637597,0.30971178],"study_design_scores_gemma":[0.00002056732,0.00005912775,0.0003358026,0.00012738787,0.000016183814,0.00044749278,0.00038831471,0.01163234,0.0019521111,0.074599214,0.9103915,0.000029924904],"about_ca_topic_score_codex":0.0013681861,"about_ca_topic_score_gemma":0.002512289,"teacher_disagreement_score":0.033726607,"about_ca_system_score_codex":0.00078258256,"about_ca_system_score_gemma":0.0007559421,"threshold_uncertainty_score":0.112826705},"labels":[],"label_agreement":null},{"id":"W2597475300","doi":"10.19026/rjaset.13.3344","title":"Development of LiDAR Database Management System using Open Source Software","year":2016,"lang":"en","type":"article","venue":"Research Journal of Applied Sciences Engineering and Technology","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Lidar; Computer science; Database; Software; Data management; Interactivity; Open data; Management system; Remote sensing; World Wide Web; Engineering; Operating system; Geography","score_opus":0.050389450470773145,"score_gpt":0.307940223867686,"score_spread":0.25755077339691285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597475300","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09724121,0.00076336635,0.7623105,0.00058407494,0.00029102212,0.0016313695,0.0023968786,0.105111934,0.029669637],"genre_scores_gemma":[0.37248078,0.0008662708,0.5782103,0.00044108872,0.00014153843,0.00145263,0.012330129,0.0074419035,0.026635358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979539,0.00025262038,0.0003027579,0.00042858627,0.00089911564,0.00016299296],"domain_scores_gemma":[0.9969453,0.00059258,0.00025621243,0.0006622287,0.0013126079,0.00023104696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021848683,0.00048577334,0.00038853008,0.0015873127,0.0006392441,0.0019284528,0.0018403797,0.0004423403,0.005118652],"category_scores_gemma":[0.004998199,0.00056156196,0.0005358742,0.0010170562,0.00027493213,0.0024219227,0.0017124555,0.0011222883,0.0023689552],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063503504,0.0008785608,0.020620553,0.0010568622,0.0001815712,0.0023974911,0.003037078,0.00992949,0.08467788,0.018477533,0.050755877,0.807352],"study_design_scores_gemma":[0.00046112796,0.00067830563,0.035070576,0.00056436117,0.0002276692,0.0029604975,0.0014250537,0.20075764,0.17772734,0.012986909,0.56678057,0.00036003592],"about_ca_topic_score_codex":0.002058146,"about_ca_topic_score_gemma":0.0014052091,"teacher_disagreement_score":0.005118652,"about_ca_system_score_codex":0.00046401174,"about_ca_system_score_gemma":0.0017875903,"threshold_uncertainty_score":0.01712358},"labels":[],"label_agreement":null},{"id":"W2600739079","doi":"","title":"14th International Conference on Geometry and Graphics, Kyoto, August 5-9, 2010","year":2010,"lang":"en","type":"article","venue":"Kartografija i geoinformacije","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer graphics (images); Graphics; Geometry; Geology; Computer science; Mathematics","score_opus":0.014791062850926786,"score_gpt":0.2364038399422658,"score_spread":0.221612777091339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600739079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065504066,0.04353926,0.20274079,0.014150876,0.048093133,0.00056686066,0.00820775,0.01622948,0.65992147],"genre_scores_gemma":[0.021101216,0.029106546,0.0775902,0.001708253,0.003814637,0.00028261822,0.017024169,0.0035421606,0.8458302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872357,0.00020388357,0.000097816854,0.00024876688,0.00059976114,0.00012610918],"domain_scores_gemma":[0.99814117,0.00015138593,0.000040744624,0.00039354322,0.00093730236,0.00033591402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013433076,0.0014232947,0.0012414231,0.002062713,0.00086885394,0.004218325,0.0016111134,0.001463921,0.28534034],"category_scores_gemma":[0.0030375277,0.00048736887,0.0009327706,0.0020185576,0.0006677811,0.00329223,0.0033195459,0.0021840276,0.19478327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009585713,0.000050241237,0.00039508144,0.00022604385,0.00002904702,0.00010953579,0.000120475335,0.00052065233,0.0026811904,0.010161275,0.7535303,0.23208024],"study_design_scores_gemma":[0.0000062519202,0.000020080806,0.0004883046,0.00008476909,0.000013129462,0.00019265858,0.000052604213,0.0009445148,0.0005374443,0.0022105624,0.99543697,0.000012809061],"about_ca_topic_score_codex":0.003048458,"about_ca_topic_score_gemma":0.005600535,"teacher_disagreement_score":0.28534034,"about_ca_system_score_codex":0.0011210308,"about_ca_system_score_gemma":0.0018554732,"threshold_uncertainty_score":0.95455855},"labels":[],"label_agreement":null},{"id":"W2606215045","doi":"","title":"Prediction of the Particle Size Distribution of Eroded Sediment from Construction Sites Using Artificial Neural Network Software","year":2014,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Artificial neural network; Sediment; Software; Particle-size distribution; Geology; Artificial intelligence; Computer science; Particle size; Geomorphology; Paleontology","score_opus":0.017373653029382836,"score_gpt":0.19732065540639898,"score_spread":0.17994700237701614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606215045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88344145,0.00007459156,0.113945685,0.000047226724,0.000011344621,0.00003152327,0.00046977305,0.0003678454,0.0016104472],"genre_scores_gemma":[0.9723512,0.00006533038,0.02567161,0.0000070043593,0.0000026303271,0.000029291934,0.00053595135,0.000019477126,0.0013175012],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999201,0.000010734671,0.0000074368954,0.00002625628,0.000025449672,0.000009937194],"domain_scores_gemma":[0.99966323,0.00015033004,0.000052242325,0.000014694438,0.00010837557,0.000011228965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025870895,0.0003884953,0.00020128323,0.0004963197,0.00014074131,0.00035078038,0.00029754854,0.00031096756,0.0005132814],"category_scores_gemma":[0.0010734833,0.00019687186,0.00023298718,0.00048552844,0.00009769164,0.00028159076,0.00014522002,0.00022579859,0.00015955491],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009027767,0.000068576745,0.03406057,0.00003455412,0.000027223188,0.00008834245,0.00005046531,0.9067114,0.0066881157,0.00018966579,0.0003552475,0.0516356],"study_design_scores_gemma":[0.0000014208291,0.000007738197,0.0066799973,0.0000014509127,0.000002069762,0.000003854266,0.0000068999507,0.9922064,0.0009681003,0.000052337524,0.00006752695,0.0000022186402],"about_ca_topic_score_codex":0.037692938,"about_ca_topic_score_gemma":0.048652295,"teacher_disagreement_score":0.037692938,"about_ca_system_score_codex":0.00079139584,"about_ca_system_score_gemma":0.00045835745,"threshold_uncertainty_score":0.07494706},"labels":[],"label_agreement":null},{"id":"W2607954951","doi":"","title":"3D Land and Property Information System: A Multilevel Infrastructure for Sustainable Urbanization and a Spatially Enabled Society","year":2012,"lang":"en","type":"article","venue":"Minerva Access (University of Melbourne)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urbanization; Property (philosophy); Environmental planning; Business; Land use; Environmental resource management; Sustainable development; Natural resource economics; Geography; Environmental science; Political science; Economic growth; Economics; Civil engineering; Engineering","score_opus":0.009159949819859806,"score_gpt":0.18540281932835165,"score_spread":0.17624286950849183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607954951","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046914417,0.0013812652,0.75162196,0.0078353435,0.000330147,0.0008063575,0.043514032,0.042754106,0.10484226],"genre_scores_gemma":[0.42190376,0.0023941933,0.50459564,0.0011161024,0.0001321979,0.00066015834,0.040132094,0.0015886816,0.027477197],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944335,0.00009412424,0.000042886255,0.00008866321,0.00027889368,0.000052039268],"domain_scores_gemma":[0.9993125,0.00012432136,0.000048136844,0.00022302127,0.0001834271,0.00010856934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007931605,0.00037995444,0.0005106221,0.002454055,0.00092015974,0.004292467,0.0011031653,0.0009373562,0.010628346],"category_scores_gemma":[0.0019752805,0.00029391958,0.0007128769,0.003715333,0.0007311671,0.0031593225,0.003335935,0.00067355245,0.0039090062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032601476,0.0002527805,0.018818945,0.00064333255,0.0002112854,0.00061952235,0.0021255787,0.04776277,0.016069353,0.12945588,0.1972484,0.5864662],"study_design_scores_gemma":[0.00004766615,0.00011792053,0.017001953,0.00041006526,0.00016737748,0.0004290152,0.0011487553,0.2663599,0.010436604,0.054304574,0.64940447,0.00017173786],"about_ca_topic_score_codex":0.048858054,"about_ca_topic_score_gemma":0.0791713,"teacher_disagreement_score":0.048858054,"about_ca_system_score_codex":0.0017234907,"about_ca_system_score_gemma":0.0027475164,"threshold_uncertainty_score":0.097147346},"labels":[],"label_agreement":null},{"id":"W2610157658","doi":"","title":"Computer Graphics Forum (Proceedings Eurographics/IEEE Symposium on Visualization)","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer graphics (images); Computer graphics; Graphics; Visualization; Multimedia; Artificial intelligence","score_opus":0.010422857493272458,"score_gpt":0.2188499795350487,"score_spread":0.20842712204177624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610157658","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013257828,0.08468863,0.457336,0.028052518,0.098158866,0.00070974324,0.013783386,0.044032395,0.25998068],"genre_scores_gemma":[0.03286349,0.03250426,0.098786965,0.0016617305,0.012352962,0.00048785182,0.019154731,0.012209295,0.78997874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896526,0.00018950482,0.000059162678,0.00017932153,0.00049290597,0.00011381296],"domain_scores_gemma":[0.99685127,0.00034965994,0.00008629603,0.0005221169,0.0016119276,0.0005787415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027792475,0.0024350144,0.0022137593,0.003743866,0.001130445,0.0061725946,0.00194122,0.0026909334,0.20489404],"category_scores_gemma":[0.0036567473,0.001054478,0.0012992127,0.0038635891,0.0007056285,0.0036231813,0.0028828064,0.002623586,0.085227236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012065193,0.000076050615,0.0002548481,0.00023453606,0.000028006129,0.00007113931,0.000075785916,0.00068494136,0.0024918993,0.0050241807,0.80266666,0.1882714],"study_design_scores_gemma":[0.00005431137,0.00007123235,0.0010966053,0.00025913076,0.000044648357,0.0002664023,0.00007689504,0.0065661925,0.002305611,0.009584225,0.979646,0.000028770375],"about_ca_topic_score_codex":0.0056593795,"about_ca_topic_score_gemma":0.006679161,"teacher_disagreement_score":0.20489404,"about_ca_system_score_codex":0.0009591692,"about_ca_system_score_gemma":0.0019147358,"threshold_uncertainty_score":0.6854389},"labels":[],"label_agreement":null},{"id":"W2610891323","doi":"10.71781/10527","title":"Analyse des espaces de lignes pour la capture de cartes d'environnement","year":2007,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Humanities; Art","score_opus":0.005158406229153638,"score_gpt":0.18678801393253608,"score_spread":0.18162960770338243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610891323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.510981,0.0012863073,0.47153303,0.0003141163,0.00006333671,0.00024783777,0.0046071606,0.0044660624,0.006501089],"genre_scores_gemma":[0.72486377,0.00083293556,0.25345683,0.00005684709,0.000025683785,0.00015821429,0.009493043,0.0004798814,0.010632692],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993623,0.00007452141,0.00002917318,0.00015806875,0.00030403704,0.0000718729],"domain_scores_gemma":[0.998689,0.0007484936,0.000048701226,0.0000896238,0.0003712724,0.000052888936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006092954,0.0012654696,0.0008638358,0.002944166,0.00050528534,0.0026557648,0.0006874383,0.0012052957,0.0062232357],"category_scores_gemma":[0.0024853246,0.0005921577,0.0017355864,0.0023046504,0.00040898146,0.0013537381,0.00057907496,0.0007784572,0.0018968019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096595485,0.0003564169,0.027685562,0.00079064444,0.00046187773,0.00074330467,0.0010279389,0.2633916,0.19624324,0.004257215,0.004722723,0.49935353],"study_design_scores_gemma":[0.000041119518,0.000105185376,0.036337685,0.0000441111,0.0001123644,0.00022613534,0.0005069333,0.907826,0.04846667,0.00085935526,0.005436161,0.000038403086],"about_ca_topic_score_codex":0.0943112,"about_ca_topic_score_gemma":0.094965786,"teacher_disagreement_score":0.0943112,"about_ca_system_score_codex":0.0010380168,"about_ca_system_score_gemma":0.001377854,"threshold_uncertainty_score":0.1875245},"labels":[],"label_agreement":null},{"id":"W2625834630","doi":"10.1016/s1526-4114(06)60136-4","title":"10.1016/s1526-4114(06)60136-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.004480282121855592,"score_gpt":0.15674430412239065,"score_spread":0.15226402200053507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625834630","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040457954,0.00039930583,0.0011859781,0.0003054043,0.00029230508,0.00010541202,0.001027512,0.0013117425,0.99496776],"genre_scores_gemma":[0.000586894,0.0001866128,0.00055424514,0.00017076639,0.000060574894,0.000056518686,0.00055139896,0.00021835128,0.99761474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915314,0.00006209434,0.00007395266,0.00031213483,0.0002361577,0.00016251636],"domain_scores_gemma":[0.997535,0.00060969393,0.00015192076,0.00038577686,0.00058427325,0.0007333322],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012150892,0.0028812373,0.0017795813,0.0030665405,0.0025235405,0.0042613656,0.0037911981,0.0055386303,0.9892965],"category_scores_gemma":[0.0018440937,0.0010049639,0.0017653374,0.0031423683,0.0017920339,0.0057610655,0.0038588024,0.0026234789,0.9927127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032384947,0.00019967588,0.00089937943,0.00062312366,0.000040943196,0.00023293858,0.000108313696,0.00058164104,0.0023513404,0.0070881257,0.36648747,0.62106335],"study_design_scores_gemma":[0.00004210246,0.00009098694,0.00047734665,0.00024650912,0.000013002668,0.0002849022,0.0000841328,0.00023860858,0.00039264304,0.000597188,0.99750817,0.000024358274],"about_ca_topic_score_codex":0.0043758834,"about_ca_topic_score_gemma":0.0035329205,"teacher_disagreement_score":0.010703504,"about_ca_system_score_codex":0.0013189876,"about_ca_system_score_gemma":0.0013293542,"threshold_uncertainty_score":0.015267253},"labels":[],"label_agreement":null},{"id":"W2737197032","doi":"10.17265/1548-6605/2017.04.003","title":"REDRESSING THE MUNICIPAL AFFAIRS WITH DIGITAL SPATIAL DATA TOWARD RESPONSIBLE LAND GOVERNANCE","year":2017,"lang":"en","type":"article","venue":"US-China Law Review","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Corporate governance; Political science; Data governance; Spatial analysis; Environmental planning; Business; Public administration; Environmental resource management; Geography; Remote sensing; Environmental science; Finance; Data quality","score_opus":0.039644794334884964,"score_gpt":0.2812724161583412,"score_spread":0.24162762182345623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737197032","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055641275,0.02085706,0.061252408,0.2097153,0.0014256265,0.0005640683,0.0007267697,0.0004316695,0.64938587],"genre_scores_gemma":[0.7553219,0.01490854,0.025629442,0.037256982,0.00062820007,0.00036658472,0.0004890654,0.00010827763,0.16529104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.989003,0.0023018229,0.00066245947,0.001026495,0.005487556,0.0015186194],"domain_scores_gemma":[0.99262756,0.0016827458,0.00065017835,0.0013828787,0.0032811514,0.0003753788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008677926,0.0002813117,0.00030569933,0.0016377462,0.0042535,0.0101228645,0.0016356932,0.0037202379,0.0024516901],"category_scores_gemma":[0.012559489,0.00038586438,0.0004018111,0.0029342833,0.0140000135,0.0049378867,0.0043623904,0.0041746134,0.0006036343],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021206872,0.0000058834376,0.0008703997,0.00007559993,0.000004276069,0.00008281636,0.0020734838,0.00036022093,0.00013723456,0.9566066,0.024445914,0.015335429],"study_design_scores_gemma":[0.0000055784417,0.00001032506,0.0024443464,0.00029398958,0.000015780137,0.000074562675,0.0015945517,0.0010166758,0.0004541309,0.06215801,0.9319056,0.000026531507],"about_ca_topic_score_codex":0.40329745,"about_ca_topic_score_gemma":0.40782428,"teacher_disagreement_score":0.40329745,"about_ca_system_score_codex":0.022056885,"about_ca_system_score_gemma":0.0536316,"threshold_uncertainty_score":0.8019},"labels":[],"label_agreement":null},{"id":"W2747778589","doi":"","title":"Country report Denmark","year":2011,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Business","score_opus":0.01650773737217857,"score_gpt":0.18939955129782118,"score_spread":0.17289181392564262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747778589","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004155175,0.012093625,0.0015158422,0.0023141878,0.003860735,0.0002543214,0.20619641,0.0012499773,0.7683597],"genre_scores_gemma":[0.008868562,0.007099344,0.0024547055,0.00044179306,0.00016664447,0.0002576869,0.10263067,0.0005217441,0.87755877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901295,0.00010284419,0.00010097453,0.00023772336,0.00040433247,0.00014113862],"domain_scores_gemma":[0.9990681,0.000097130796,0.00008133076,0.00016735165,0.0004607495,0.00012529062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008455551,0.0009325147,0.0007314974,0.003423535,0.0012768923,0.0043250597,0.0012576717,0.0011509714,0.2607057],"category_scores_gemma":[0.001987727,0.00052270835,0.00046304785,0.0055165654,0.00029327945,0.001484181,0.0017715608,0.0011191895,0.19683205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017615152,0.0000549467,0.0015224499,0.0006707138,0.000018228027,0.00013241517,0.00014133561,0.00032835605,0.00067509996,0.015016199,0.90205413,0.07921],"study_design_scores_gemma":[0.000004991299,0.000005376133,0.0013187848,0.00005693942,0.0000036504239,0.000036056677,0.00006941628,0.000024883604,0.00016245939,0.00032268258,0.9979906,0.0000042416714],"about_ca_topic_score_codex":0.034723543,"about_ca_topic_score_gemma":0.029738354,"teacher_disagreement_score":0.2607057,"about_ca_system_score_codex":0.001853767,"about_ca_system_score_gemma":0.006215413,"threshold_uncertainty_score":0.8721475},"labels":[],"label_agreement":null},{"id":"W2753775263","doi":"10.5623/cig2017-105","title":"Geomatics and the Law","year":2017,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cadastre; Geomatics; Duty; Surveyor; Law; Engineering; Political science; Geography; Remote sensing; Cartography","score_opus":0.00751316679659438,"score_gpt":0.205489089108965,"score_spread":0.1979759223123706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753775263","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051359247,0.03659914,0.26005125,0.08835845,0.0021910383,0.00006117687,0.0005815004,0.00033084222,0.56046736],"genre_scores_gemma":[0.92293215,0.0066982284,0.021679603,0.0056766295,0.0025757365,0.00014169185,0.00015916402,0.00010023492,0.04003654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989042,0.00043421707,0.000056094388,0.00024297257,0.000280012,0.00008257846],"domain_scores_gemma":[0.99756277,0.0015490683,0.0001639755,0.00034105268,0.00029701195,0.00008605064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018749258,0.00033520375,0.0007181844,0.0013221609,0.0022528986,0.0037972573,0.00070702285,0.0028128966,0.0062415753],"category_scores_gemma":[0.0057714377,0.00035764594,0.00061036245,0.0008335265,0.016126975,0.006343212,0.0017271512,0.0047627,0.00084902515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013527631,0.0000022890522,0.000029906578,0.0000045486004,9.753815e-7,0.0000073358724,0.000044386437,0.00017138914,0.000015946918,0.9980343,0.0007394516,0.00094818114],"study_design_scores_gemma":[0.0000034248758,0.0000019974607,0.00004622696,0.000007570282,0.0000010301266,0.000014160776,0.000019152805,0.00068899523,0.000023609791,0.9901258,0.009065694,0.0000022771462],"about_ca_topic_score_codex":0.0062516835,"about_ca_topic_score_gemma":0.0029111814,"teacher_disagreement_score":0.0062516835,"about_ca_system_score_codex":0.00269239,"about_ca_system_score_gemma":0.0012350355,"threshold_uncertainty_score":0.020880222},"labels":[],"label_agreement":null},{"id":"W2760600361","doi":"10.20944/preprints201709.0126.v1","title":"Overview of the OGC CDB Standard for 3D Synthetic Environment Simulation &amp;amp; Modeling","year":2017,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interoperability; Geospatial analysis; Computer science; Variety (cybernetics); Database; Sensor web; Reusability; Data modeling; Systems engineering; Terrain; Software engineering; World Wide Web; Remote sensing; Engineering; Geography; Telecommunications; Cartography; Operating system; Software","score_opus":0.22644865409464435,"score_gpt":0.3676114489208771,"score_spread":0.14116279482623276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760600361","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00218617,0.009708031,0.84063464,0.0029645483,0.002091515,0.0016704084,0.01638751,0.024767416,0.099589765],"genre_scores_gemma":[0.026828784,0.029329954,0.7547434,0.0034026294,0.0010324572,0.0029766343,0.111821674,0.012270657,0.05759382],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9941923,0.000806468,0.00094395166,0.0005469241,0.0031125147,0.0003977783],"domain_scores_gemma":[0.99459076,0.0006199059,0.00028831902,0.0011993219,0.002824007,0.00047768856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005755186,0.0019084739,0.0012458492,0.0072913207,0.0014826843,0.009130446,0.0039177067,0.0031637931,0.016167542],"category_scores_gemma":[0.009096051,0.0013452414,0.0016508758,0.008514925,0.0014140414,0.0056447075,0.0046050735,0.0048370333,0.024186257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023336857,0.00023779646,0.0023957535,0.0016110641,0.00009185863,0.0005215961,0.000697227,0.027275141,0.010096002,0.2339787,0.33674327,0.3861182],"study_design_scores_gemma":[0.000012592075,0.000013791308,0.00026901637,0.00032662525,0.000014474617,0.00014831113,0.000055718927,0.009683703,0.0013841823,0.00807736,0.97997034,0.00004384495],"about_ca_topic_score_codex":0.025073884,"about_ca_topic_score_gemma":0.012483055,"teacher_disagreement_score":0.025073884,"about_ca_system_score_codex":0.003313969,"about_ca_system_score_gemma":0.0070367297,"threshold_uncertainty_score":0.05408585},"labels":[],"label_agreement":null},{"id":"W2765238813","doi":"10.3390/ijgi6100306","title":"Overview of the OGC CDB Standard for 3D Synthetic Environment Modeling and Simulation","year":2017,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interoperability; Geospatial analysis; Computer science; Variety (cybernetics); Sensor web; Database; Systems engineering; Terrain; Data modeling; Data science; Software engineering; World Wide Web; Remote sensing; Geography; Engineering; Cartography; Telecommunications","score_opus":0.020733882921928917,"score_gpt":0.27829591700332007,"score_spread":0.25756203408139117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765238813","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024112414,0.011721423,0.8262454,0.0033493058,0.0026843913,0.0016694125,0.021680342,0.024330031,0.105908416],"genre_scores_gemma":[0.025715407,0.03128435,0.728457,0.003428516,0.0012705652,0.0033883934,0.14376414,0.012708233,0.049983457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99399793,0.0008488887,0.000999545,0.00052860944,0.003178905,0.00044615913],"domain_scores_gemma":[0.9939527,0.000714906,0.00026526488,0.0012967138,0.0032553996,0.0005150652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00598723,0.0019367712,0.0014037598,0.0072513623,0.0015237414,0.00845048,0.0040046996,0.0034351677,0.018645039],"category_scores_gemma":[0.009856331,0.0013733617,0.0016827536,0.00841443,0.001283998,0.0054035215,0.0047905724,0.0051983804,0.026436444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026305486,0.00022228048,0.0022798798,0.0016152252,0.00010011869,0.0004365148,0.00066478,0.024526298,0.0094139585,0.22270608,0.36734805,0.3704237],"study_design_scores_gemma":[0.000017161945,0.000015279209,0.00027564296,0.000358252,0.000015898382,0.00014356809,0.0000526267,0.008889052,0.0014114743,0.010526229,0.9782487,0.00004613618],"about_ca_topic_score_codex":0.024143174,"about_ca_topic_score_gemma":0.012430381,"teacher_disagreement_score":0.024143174,"about_ca_system_score_codex":0.0030703389,"about_ca_system_score_gemma":0.007483732,"threshold_uncertainty_score":0.062373877},"labels":[],"label_agreement":null},{"id":"W2766812500","doi":"10.1061/9780784481196.017","title":"Integrating GIS and BIM for Community-Scale Energy Modeling","year":2017,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Building information modeling; Computer science; Geographic information system; Interoperability; AM/FM/GIS; RDF; Ontology; Data modeling; Database; Web Ontology Language; Semantic Web; Systems engineering; World Wide Web; Engineering; GIS applications; Geography; Remote sensing","score_opus":0.03203980274964866,"score_gpt":0.2599930284141634,"score_spread":0.22795322566451473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766812500","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05645027,0.00018742528,0.8982994,0.0010031163,0.000056810954,0.00034579172,0.0013455689,0.0031555109,0.03915613],"genre_scores_gemma":[0.4654241,0.00044141212,0.52566427,0.00009246287,0.000013867174,0.000335832,0.002000039,0.00041459792,0.005613368],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904305,0.00036551326,0.000044701526,0.00007938499,0.0004039469,0.00006341696],"domain_scores_gemma":[0.9992543,0.00028131562,0.000037691876,0.00016328397,0.00021691748,0.000046589263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012202429,0.0005687144,0.00044174408,0.002118403,0.0009854016,0.0025268064,0.0014542969,0.00079733523,0.0037844398],"category_scores_gemma":[0.0023560512,0.00041217115,0.0008603001,0.002694951,0.00076324685,0.0027661736,0.002776413,0.0006912727,0.00065306266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051563093,0.00017509269,0.0056240754,0.00016972168,0.00008799756,0.0004893873,0.000883264,0.7665915,0.003012388,0.122459985,0.005814759,0.09464037],"study_design_scores_gemma":[0.000013750065,0.000015264879,0.0009659961,0.00004377081,0.000022431866,0.00010182873,0.00081802806,0.92096615,0.0025169156,0.038108636,0.036391605,0.000035584773],"about_ca_topic_score_codex":0.03762993,"about_ca_topic_score_gemma":0.057003725,"teacher_disagreement_score":0.03762993,"about_ca_system_score_codex":0.0018983235,"about_ca_system_score_gemma":0.0022763037,"threshold_uncertainty_score":0.07482183},"labels":[],"label_agreement":null},{"id":"W2788347331","doi":"","title":"Automatisation du processus de prétraitement des données spatiales","year":2017,"lang":"fr","type":"preprint","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","score_opus":0.022190031583169526,"score_gpt":0.23995790426683072,"score_spread":0.2177678726836612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788347331","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026721725,0.00030252687,0.9601719,0.0002883094,0.00007292893,0.00020497144,0.0003138796,0.010839722,0.0010840141],"genre_scores_gemma":[0.22481443,0.0004022331,0.76499844,0.00014715946,0.00006795352,0.00029845536,0.0012886918,0.0013886356,0.0065940437],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98908174,0.0022770904,0.0007486371,0.0023016527,0.0051040906,0.00048684666],"domain_scores_gemma":[0.9748122,0.017541429,0.0008267889,0.003233378,0.0031888704,0.0003973716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005459327,0.0018985088,0.0024065867,0.0035345107,0.0014979979,0.006269005,0.0019117184,0.0023989095,0.0071888515],"category_scores_gemma":[0.026814539,0.0014204158,0.0037277194,0.0017421102,0.0018881578,0.002593845,0.0035693932,0.0032359094,0.002797449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091231,0.0003315528,0.0061167255,0.0012822443,0.00042545475,0.0007233503,0.0021239636,0.1600139,0.08715892,0.02382093,0.0047532986,0.7123373],"study_design_scores_gemma":[0.00009224533,0.00015325425,0.004434007,0.00012670206,0.00013829874,0.00035427208,0.0005118704,0.8678071,0.09543531,0.012136648,0.018731061,0.00007924639],"about_ca_topic_score_codex":0.034413647,"about_ca_topic_score_gemma":0.021512773,"teacher_disagreement_score":0.96558636,"about_ca_system_score_codex":0.0020516573,"about_ca_system_score_gemma":0.0049091475,"threshold_uncertainty_score":0.06842667},"labels":[],"label_agreement":null},{"id":"W2788536023","doi":"10.3390/ijgi7010028","title":"A Knowledge Base for Automatic Feature Recognition from Point Clouds in an Urban Scene","year":2018,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Point cloud; Computer science; Geospatial analysis; Knowledge base; Ontology; Lidar; Feature (linguistics); Spatial relation; Representation (politics); Artificial intelligence; Knowledge representation and reasoning; Process (computing); Point (geometry); Semantic feature; 3D city models; Information retrieval; Remote sensing; Geography; Visualization","score_opus":0.014968681404870733,"score_gpt":0.26921470161583305,"score_spread":0.2542460202109623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788536023","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012457748,0.0005048364,0.9654686,0.0005263126,0.00010115359,0.00051939837,0.006695055,0.0049688076,0.00875816],"genre_scores_gemma":[0.14141867,0.0016847558,0.8301419,0.00039320145,0.000071253446,0.0009213512,0.021921251,0.00026681047,0.0031807914],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890304,0.00012918765,0.00018787677,0.0002971476,0.00040285394,0.00007983323],"domain_scores_gemma":[0.99829775,0.0007075055,0.00015214137,0.00036956076,0.00040256453,0.00007056484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011169588,0.0011848181,0.001027015,0.0054875906,0.0011622703,0.0037449438,0.003073791,0.0017286456,0.0059274915],"category_scores_gemma":[0.0048738145,0.0007551404,0.002124028,0.0034066818,0.0009678952,0.0034246533,0.0019250418,0.0016564598,0.0029702713],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003042558,0.00093620556,0.005407873,0.0027880839,0.00050678046,0.006084191,0.0013162328,0.13444689,0.027932962,0.093909636,0.038938403,0.6874285],"study_design_scores_gemma":[0.00018812856,0.00022585568,0.007802428,0.002050006,0.0011723588,0.003249924,0.0015226887,0.59029406,0.045298018,0.14368309,0.20420696,0.0003065942],"about_ca_topic_score_codex":0.015249759,"about_ca_topic_score_gemma":0.013691255,"teacher_disagreement_score":0.015249759,"about_ca_system_score_codex":0.0012849909,"about_ca_system_score_gemma":0.002744132,"threshold_uncertainty_score":0.030322015},"labels":[],"label_agreement":null},{"id":"W2794296906","doi":"10.3390/bdcc2020009","title":"Development of Framework for Aggregation and Visualization of Three-Dimensional (3D) Spatial Data","year":2018,"lang":"en","type":"article","venue":"Big Data and Cognitive Computing","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; Toronto Metropolitan University","funders":"","keywords":"Geospatial analysis; Computer science; Database; Online analytical processing; Spatial analysis; Geospatial PDF; Spatial data infrastructure; Data warehouse; Geographic information system; Data science; Service (business); Spatial database; Software; Data mining; World Wide Web; Remote sensing; Geography","score_opus":0.10642246066622496,"score_gpt":0.3231998494708989,"score_spread":0.21677738880467395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794296906","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012290603,0.00013593673,0.98645544,0.00017479109,0.000043277654,0.00023829739,0.00045268147,0.0094709555,0.0017994667],"genre_scores_gemma":[0.019680273,0.0004102212,0.9728818,0.000100114084,0.00003704352,0.0004955957,0.0031086341,0.0011971917,0.0020892073],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981687,0.00023845142,0.00021188903,0.00030393785,0.0008702287,0.00020675393],"domain_scores_gemma":[0.9988248,0.00019997792,0.000075997865,0.00025647425,0.0004697624,0.00017302769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034709412,0.001051442,0.0009698864,0.0025830532,0.0012289903,0.0041203233,0.003725933,0.0012591382,0.003200079],"category_scores_gemma":[0.0036531028,0.0009455424,0.0026769724,0.001930961,0.0011777837,0.0032627117,0.0039785914,0.002599402,0.0017459582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022276027,0.00038674788,0.006104441,0.0009795383,0.0002888057,0.002202457,0.0032083248,0.108349375,0.033714473,0.38491115,0.074162245,0.38546965],"study_design_scores_gemma":[0.00010054079,0.00010670531,0.0019217756,0.00043020185,0.00009836484,0.0010024634,0.0005096717,0.53296447,0.022516733,0.09890294,0.34122008,0.0002260641],"about_ca_topic_score_codex":0.027146257,"about_ca_topic_score_gemma":0.017230056,"teacher_disagreement_score":0.027146257,"about_ca_system_score_codex":0.0016077115,"about_ca_system_score_gemma":0.0039627724,"threshold_uncertainty_score":0.053976476},"labels":[],"label_agreement":null},{"id":"W2801902075","doi":"","title":"Chapitre 3. Caractériser la morphologie urbaine via un SIG pour la simulation numérique du climat urbain.","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Géomatique du Québec","funders":"","keywords":"Geography","score_opus":0.013787522169539638,"score_gpt":0.2270161687986456,"score_spread":0.21322864662910598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801902075","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020802448,0.0015015937,0.9476818,0.00081383553,0.0010519908,0.00016113506,0.0010152417,0.0030274317,0.023944436],"genre_scores_gemma":[0.20274295,0.0033766953,0.73697007,0.00049798563,0.00052255957,0.00040946403,0.0025016458,0.004223724,0.04875496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994942,0.00011521716,0.000023192735,0.00007128702,0.0002480828,0.000047963746],"domain_scores_gemma":[0.99951494,0.0002770225,0.00001600418,0.00005582557,0.00011201242,0.000024236633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004643646,0.0010283662,0.0008536523,0.0008856492,0.0007514392,0.0019989973,0.001054813,0.0016074819,0.017978076],"category_scores_gemma":[0.0025000672,0.00045447293,0.0014964659,0.0005825334,0.0005993213,0.0010531022,0.0011258346,0.002230074,0.005189765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017465815,0.00014658262,0.0036429495,0.0011007598,0.00019065905,0.0015518893,0.0011724731,0.66720134,0.02854843,0.13429312,0.028528338,0.13344876],"study_design_scores_gemma":[0.000025120225,0.00003769331,0.0012462077,0.00020250445,0.000030580744,0.0003394573,0.00030685944,0.85905486,0.011539891,0.026530223,0.1006391,0.000047439153],"about_ca_topic_score_codex":0.018024487,"about_ca_topic_score_gemma":0.019121097,"teacher_disagreement_score":0.018024487,"about_ca_system_score_codex":0.00082256546,"about_ca_system_score_gemma":0.0009491959,"threshold_uncertainty_score":0.060142636},"labels":[],"label_agreement":null},{"id":"W2802897830","doi":"10.4095/288862","title":"GeoConnections geospatial return on investment case study: PRISM-GIS and PRISM-911","year":2010,"lang":"en","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prism; Geospatial analysis; Investment (military); Geography; Remote sensing; Geology; Cartography; Business; Environmental science; Optics; Physics; Political science","score_opus":0.03083302064831895,"score_gpt":0.27906843689072086,"score_spread":0.24823541624240192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802897830","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6501154,0.00073212385,0.022079647,0.003574364,0.00008693763,0.0014214788,0.008135948,0.0004971686,0.31335694],"genre_scores_gemma":[0.9325544,0.0004207629,0.018074369,0.00016535177,0.0000124849,0.0003197273,0.0041053705,0.00009141403,0.044256084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719244,0.0007290332,0.00007462915,0.00019276419,0.0013257044,0.00048541115],"domain_scores_gemma":[0.9969999,0.00073997484,0.00018956195,0.0003057078,0.0014583014,0.00030645094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002158957,0.00048006218,0.00023979269,0.0013293701,0.0014545372,0.0020062823,0.0012574118,0.0008767307,0.0064532487],"category_scores_gemma":[0.0038914739,0.00028884705,0.00049750786,0.0038108844,0.001244218,0.001268545,0.0014300703,0.0009408215,0.0005227368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015089537,0.0011522977,0.20535311,0.00132928,0.00031316318,0.033314977,0.017684216,0.15616783,0.008414226,0.25885394,0.13387027,0.18203777],"study_design_scores_gemma":[0.00029070777,0.0008054373,0.18400244,0.0003025129,0.0001402577,0.0069241044,0.028123282,0.11503976,0.007032808,0.01166096,0.645448,0.00022969457],"about_ca_topic_score_codex":0.49204493,"about_ca_topic_score_gemma":0.5272634,"teacher_disagreement_score":0.49204493,"about_ca_system_score_codex":0.012632357,"about_ca_system_score_gemma":0.00786985,"threshold_uncertainty_score":0.9783618},"labels":[],"label_agreement":null},{"id":"W2804195547","doi":"10.3390/ijgi7050194","title":"A Formalized 3D Geovisualization Illustrated to Selectivity Purpose of Virtual 3D City Model","year":2018,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Geovisualization; Geospatial analysis; USable; Visualization; Rendering (computer graphics); Process (computing); Human–computer interaction; Software; Visual analytics; Usability; Information visualization; Data science; World Wide Web; Data mining; Artificial intelligence","score_opus":0.010000922144295456,"score_gpt":0.265131110823218,"score_spread":0.25513018867892256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804195547","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070996317,0.00013340844,0.9618311,0.000538255,0.00007285249,0.00008913994,0.0004812031,0.001429386,0.028324999],"genre_scores_gemma":[0.29299852,0.00066211313,0.6912804,0.00021672722,0.000045555436,0.00026061764,0.0012178165,0.000396481,0.012921778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994931,0.00018015956,0.000038578743,0.00008588668,0.00014428058,0.000057909077],"domain_scores_gemma":[0.99953747,0.00014752537,0.000036447243,0.00011381202,0.00013149914,0.0000332571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005051553,0.00054435414,0.00024098427,0.001119639,0.0005590173,0.0037454169,0.0008399416,0.00065258855,0.006930994],"category_scores_gemma":[0.0017102032,0.0002351515,0.0007010424,0.0008242708,0.0015980128,0.0018737002,0.0015692576,0.00084725366,0.0010373059],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095524505,0.000038255326,0.0006171112,0.000268529,0.000013201183,0.0005673212,0.0020776936,0.03982979,0.018231712,0.8644172,0.006762962,0.06708074],"study_design_scores_gemma":[0.000052051917,0.000100119345,0.0012835728,0.00037536165,0.00006258417,0.00091125595,0.0014718557,0.38063994,0.03309098,0.24441028,0.3374819,0.00012014185],"about_ca_topic_score_codex":0.0068513043,"about_ca_topic_score_gemma":0.00472045,"teacher_disagreement_score":0.006930994,"about_ca_system_score_codex":0.001033977,"about_ca_system_score_gemma":0.0012795446,"threshold_uncertainty_score":0.023186505},"labels":[],"label_agreement":null},{"id":"W2806383563","doi":"10.1109/syscon.2018.8369554","title":"Roof report from automatically generated 3D building models by straight skeleton computation","year":2018,"lang":"en","type":"article","venue":"2018 Annual IEEE International Systems Conference (SysCon)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan College","funders":"","keywords":"Polygon (computer graphics); Roof; Computation; Point in polygon; Computer science; Monotone polygon; Skeleton (computer programming); Process (computing); Geometry; Computer graphics (images); Algorithm; Mathematics; Structural engineering; Engineering; Polygon mesh","score_opus":0.02639759471721785,"score_gpt":0.2733309358947222,"score_spread":0.24693334117750432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806383563","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014421457,0.00007465841,0.9669316,0.000038918068,0.000055552417,0.00013269883,0.0009265971,0.013180235,0.0042382814],"genre_scores_gemma":[0.16966286,0.00026030015,0.8145653,0.00002695075,0.000028133654,0.00021967142,0.00740369,0.0026233008,0.005209733],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994381,0.000051898343,0.000032879856,0.00009375982,0.00034507024,0.000038306138],"domain_scores_gemma":[0.99925214,0.00015871563,0.00007517801,0.0002424132,0.00022964686,0.00004188894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039471537,0.0012936828,0.00061364676,0.0019530533,0.00043976327,0.0011362826,0.0011287922,0.0006858596,0.012096055],"category_scores_gemma":[0.0016612104,0.0007768779,0.0014769153,0.0010024403,0.0004636872,0.0008400768,0.0015915888,0.0006071884,0.0045473827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004121079,0.00013108958,0.0035652744,0.00048260842,0.00010502389,0.0012868674,0.00043627966,0.3843099,0.048661783,0.017881377,0.028262917,0.51446486],"study_design_scores_gemma":[0.00002977803,0.00007293667,0.0007657714,0.000038363072,0.000029278644,0.00024128433,0.00010181371,0.9520197,0.024315013,0.005135802,0.017212996,0.000037303173],"about_ca_topic_score_codex":0.0024713955,"about_ca_topic_score_gemma":0.0042917742,"teacher_disagreement_score":0.012096055,"about_ca_system_score_codex":0.00033533064,"about_ca_system_score_gemma":0.000908817,"threshold_uncertainty_score":0.040465295},"labels":[],"label_agreement":null},{"id":"W2889705078","doi":"10.30713/2411-7013-2018-5-48-54","title":"Experience of the Netherlands, Belgium and Canada in remediation of past environmental liabilities","year":2018,"lang":"en","type":"article","venue":"Environmental Protection in Oil and Gas Complex","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Environmental planning; Environmental protection; Environmental science; Geography; Contamination; Ecology","score_opus":0.008107936658630476,"score_gpt":0.1718576933151704,"score_spread":0.16374975665653993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889705078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90896714,0.0033619644,0.004694737,0.0043640924,0.00011135887,0.00020907346,0.00094964803,0.0001458228,0.077196166],"genre_scores_gemma":[0.9547593,0.0030526908,0.0075330064,0.0004578536,0.000014195518,0.00003439838,0.000460143,0.00009575539,0.033592485],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99798065,0.0005242165,0.00007939493,0.00016706334,0.00072175806,0.000526946],"domain_scores_gemma":[0.9982528,0.000520039,0.00010685875,0.000084856285,0.00057159556,0.00046385772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019180385,0.000510087,0.00046719422,0.00058635755,0.0046309684,0.00316732,0.0013834798,0.0018606094,0.0031418276],"category_scores_gemma":[0.0050216094,0.00034183316,0.00044624964,0.0021430424,0.0019358956,0.0009960049,0.0017693891,0.0007428674,0.00038654805],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017531295,0.0023421107,0.09477082,0.0016255919,0.00035610856,0.013738902,0.13369434,0.099512875,0.010616616,0.025179787,0.052115373,0.5642943],"study_design_scores_gemma":[0.00016418353,0.0009726019,0.07925112,0.00060229865,0.00027284786,0.0032426154,0.23271932,0.029129157,0.014333935,0.005952482,0.63302636,0.00033308723],"about_ca_topic_score_codex":0.9023661,"about_ca_topic_score_gemma":0.9404488,"teacher_disagreement_score":0.0976339,"about_ca_system_score_codex":0.012932111,"about_ca_system_score_gemma":0.025797073,"threshold_uncertainty_score":0.19641775},"labels":[],"label_agreement":null},{"id":"W2891052268","doi":"10.5194/isprs-annals-iv-4-13-2018","title":"NETWORK MODELLING AND SEMANTIC 3D CITY MODELS: TESTING THE MATURITY OF THE UTILITY NETWORK ADE FOR CITYGML WITH A WATER NETWORK TEST CASE","year":2018,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesministerium für Verkehr, Innovation und Technologie; European Commission","keywords":"CityGML; Computer science; Semi-structured model; Relational database; Network element; Network model; Data mining; Database model; Database; Visualization; Computer network","score_opus":0.0821217239599083,"score_gpt":0.2674640896783635,"score_spread":0.1853423657184552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891052268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8259585,0.00012841476,0.12044295,0.0011553896,0.00011352553,0.00068783335,0.007847832,0.0051937425,0.038471866],"genre_scores_gemma":[0.84798145,0.00012199616,0.14111558,0.0001168996,0.000009228688,0.00028983442,0.0067975144,0.0006508637,0.0029166236],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99807066,0.0008176036,0.00011984524,0.00022821888,0.00064975454,0.0001139867],"domain_scores_gemma":[0.994193,0.0032461626,0.00018281575,0.0013043548,0.0008878476,0.00018578007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033883112,0.0005612337,0.00033542703,0.0009412882,0.0007407379,0.0023296669,0.0020659224,0.0012071604,0.0049095526],"category_scores_gemma":[0.010810634,0.00040712772,0.00086168566,0.0013537388,0.001460822,0.0029777295,0.0021731497,0.0010933595,0.0007230296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055755925,0.00064119644,0.018105645,0.00031872978,0.000085589774,0.000465826,0.0012349206,0.87343514,0.0041659875,0.049830563,0.006094036,0.045064766],"study_design_scores_gemma":[0.000080604485,0.000117691256,0.0024461665,0.000049556085,0.00001755329,0.000060923172,0.0007291306,0.9732527,0.0049568824,0.005058289,0.013197048,0.00003340085],"about_ca_topic_score_codex":0.07859126,"about_ca_topic_score_gemma":0.076090746,"teacher_disagreement_score":0.07859126,"about_ca_system_score_codex":0.0029323548,"about_ca_system_score_gemma":0.0017696922,"threshold_uncertainty_score":0.15626758},"labels":[],"label_agreement":null},{"id":"W2895123857","doi":"10.26649/musci.2017.014","title":"Inspire Infrastructure for Spatial Data - Main Aspects of Future Development","year":2017,"lang":"en","type":"article","venue":"The publications of the MultiScience - XXXI. MicroCAD International Scientific Conference","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Development (topology); Spatial data infrastructure; Data science; Spatial analysis; Remote sensing; Geology; Mathematics","score_opus":0.04421380620953244,"score_gpt":0.28864987613724363,"score_spread":0.2444360699277112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895123857","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055682654,0.0051899,0.1500548,0.04898971,0.0014454273,0.00056954275,0.01951139,0.023563163,0.7451078],"genre_scores_gemma":[0.117746934,0.014513772,0.43734902,0.00608938,0.0010344973,0.0017104094,0.08768839,0.009263607,0.32460403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99544674,0.0010621509,0.00025488704,0.00047225328,0.0021938048,0.0005701445],"domain_scores_gemma":[0.99202675,0.0010376265,0.0003679946,0.0023061724,0.003264631,0.000996803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072900406,0.0006765191,0.00053399405,0.0025518567,0.0018390765,0.00804385,0.0025915748,0.0025353138,0.060848605],"category_scores_gemma":[0.012377813,0.000551427,0.00074401445,0.0045969673,0.0013301932,0.010716017,0.008105031,0.0029042223,0.03731638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087493856,0.00008219977,0.0022615555,0.00035253871,0.000019809879,0.00016842541,0.00074890757,0.0010624721,0.0008898562,0.37918127,0.38726804,0.22787751],"study_design_scores_gemma":[0.0000065254585,0.000011604035,0.00069874985,0.00013260056,0.0000034434725,0.00010597043,0.00015536141,0.0005829008,0.0003527157,0.01629819,0.98163795,0.000014017816],"about_ca_topic_score_codex":0.014403474,"about_ca_topic_score_gemma":0.009771138,"teacher_disagreement_score":0.060848605,"about_ca_system_score_codex":0.0045918142,"about_ca_system_score_gemma":0.009444052,"threshold_uncertainty_score":0.20355886},"labels":[],"label_agreement":null},{"id":"W2900122306","doi":"","title":"Simulation spatiale à base d'agents","year":2009,"lang":"fr","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Base (topology); Mathematics","score_opus":0.01957852060705493,"score_gpt":0.23083283852574782,"score_spread":0.2112543179186929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900122306","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0652134,0.00037168938,0.9167895,0.000339116,0.00017685468,0.00006250207,0.00035809487,0.0014500443,0.015238748],"genre_scores_gemma":[0.70862985,0.00076707447,0.270901,0.00013016094,0.00009659143,0.00036502953,0.0008803213,0.00031887394,0.017911157],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960715,0.00012943352,0.00002570417,0.00008064042,0.00012582896,0.000031211093],"domain_scores_gemma":[0.9987469,0.0008744697,0.000054946133,0.00011144438,0.00016328138,0.00004908089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055428414,0.0009354121,0.0013269109,0.00049980223,0.000761002,0.0019204023,0.0014404518,0.001608647,0.0041138697],"category_scores_gemma":[0.0020359657,0.0008738892,0.0014126363,0.0006161274,0.0011839415,0.0012651122,0.0014535928,0.0011226556,0.00066600594],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003564882,0.000017331104,0.0002018613,0.00003248789,0.000026099025,0.000041659892,0.000042297623,0.9851907,0.0007996967,0.0097613195,0.00022474694,0.0036260851],"study_design_scores_gemma":[0.000008803155,0.0000053901053,0.000026004078,0.0000024652695,0.0000034824773,0.0000050711224,0.000004623893,0.9965257,0.00039745984,0.002356735,0.0006620699,0.000002129943],"about_ca_topic_score_codex":0.014685558,"about_ca_topic_score_gemma":0.0059947837,"teacher_disagreement_score":0.014685558,"about_ca_system_score_codex":0.000914071,"about_ca_system_score_gemma":0.0009008049,"threshold_uncertainty_score":0.029200196},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2900545006","doi":"10.4095/288865","title":"GeoConnections geospatial return on investment case study: BCeMap (MASAS)","year":2011,"lang":"en","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Investment (military); Business; Geography; Cartography; Political science","score_opus":0.07402024205050885,"score_gpt":0.29087894404594117,"score_spread":0.21685870199543233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900545006","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73517954,0.00085098244,0.014993497,0.006330726,0.0001650224,0.0011658632,0.0030054834,0.0003895768,0.2379193],"genre_scores_gemma":[0.9492192,0.0006842953,0.015490006,0.0005072716,0.000031333642,0.00057689263,0.0015774127,0.00009327078,0.03182029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972662,0.0009413446,0.00008725817,0.00019775756,0.00094847067,0.0005589913],"domain_scores_gemma":[0.9967384,0.00085238664,0.0002830418,0.00035942954,0.0011546701,0.0006120949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021709504,0.00047695058,0.00023452056,0.0018475447,0.0033745882,0.0027247001,0.0013180345,0.0017366691,0.0063661276],"category_scores_gemma":[0.004326623,0.00023802213,0.00035930632,0.0037810686,0.0014499872,0.0019061981,0.0019301799,0.0014447531,0.00081039546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013696051,0.0020225877,0.14788355,0.0008411864,0.00021871921,0.064545274,0.02216975,0.05532935,0.006611011,0.26154888,0.1742308,0.26322928],"study_design_scores_gemma":[0.00016780474,0.00090216025,0.070275396,0.00050422165,0.00008696426,0.016230457,0.048708454,0.04608421,0.0070582367,0.015145944,0.7946526,0.00018360258],"about_ca_topic_score_codex":0.11802791,"about_ca_topic_score_gemma":0.1592753,"teacher_disagreement_score":0.8819721,"about_ca_system_score_codex":0.0062285014,"about_ca_system_score_gemma":0.0044388724,"threshold_uncertainty_score":0.23468184},"labels":[],"label_agreement":null},{"id":"W2900946146","doi":"10.1016/j.comgeo.2018.08.001","title":"Editorial: Special issue on the 26th Canadian Conference on Computational Geometry (CCCG)","year":2018,"lang":"en","type":"editorial","venue":"Computational Geometry","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geometry; Computer science; Mathematics","score_opus":0.013810860746611772,"score_gpt":0.24794937544599496,"score_spread":0.23413851469938318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900946146","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017826937,0.0025221095,0.00008172644,0.017216442,0.97883,0.000015743652,0.00005945492,0.00004038786,0.0012163583],"genre_scores_gemma":[0.0003398079,0.0028897047,0.00010846029,0.010360443,0.973128,0.000029397645,0.000082682614,0.00007059086,0.012990744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922275,0.0007618318,0.0006001785,0.00082810334,0.0049006846,0.0006816966],"domain_scores_gemma":[0.97128594,0.0058369115,0.0017847234,0.0007503582,0.015157277,0.0051848413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006777964,0.0049557933,0.0055948943,0.0070294403,0.0048106587,0.011808251,0.0043972437,0.018094793,0.040376116],"category_scores_gemma":[0.028658338,0.0013680559,0.003549076,0.0024762093,0.0028245742,0.0043274504,0.0029384186,0.015124313,0.022562938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018222861,0.000005502237,0.000012583028,0.00005361562,0.000008059345,0.000037959606,0.000004212605,0.000014286982,0.00002376997,0.0000864623,0.9981122,0.00162314],"study_design_scores_gemma":[0.000076036114,0.000017405444,0.00026654187,0.0002805964,0.000045839006,0.00010140715,0.000031768897,0.0001725012,0.00007380082,0.00066403387,0.9982529,0.000017112376],"about_ca_topic_score_codex":0.006479386,"about_ca_topic_score_gemma":0.021960437,"teacher_disagreement_score":0.040376116,"about_ca_system_score_codex":0.0051138,"about_ca_system_score_gemma":0.0054512806,"threshold_uncertainty_score":0.13507158},"labels":[],"label_agreement":null},{"id":"W2901979420","doi":"10.4095/293383","title":"The GeoHashTree: a multi-resolution data structure for the management of point clouds","year":2014,"lang":"en","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Point cloud; Point (geometry); Resolution (logic); Computer science; Remote sensing; Geography; Cartography; Mathematics; Artificial intelligence; Geometry","score_opus":0.06398078537608867,"score_gpt":0.30911345533063833,"score_spread":0.24513266995454966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901979420","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0153938085,0.00084299286,0.93878907,0.00054991664,0.00019728941,0.0005164484,0.0076731443,0.028214457,0.007822908],"genre_scores_gemma":[0.12168531,0.001465106,0.8308217,0.00029252408,0.00011859094,0.00063947967,0.034220982,0.0038997298,0.0068566017],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99815506,0.00024722173,0.0002424308,0.00018094669,0.0010117737,0.00016256752],"domain_scores_gemma":[0.99683255,0.0005625087,0.00030188583,0.0012650021,0.0007828806,0.00025522584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017817349,0.0006475288,0.00081405323,0.002135332,0.0011112478,0.0025180613,0.0028272981,0.00092196796,0.0041371556],"category_scores_gemma":[0.0047916207,0.0007578622,0.0008912261,0.0030622971,0.00071408006,0.004980386,0.003147439,0.0012242707,0.002291374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009509142,0.00042890463,0.007788871,0.0008795429,0.00020719043,0.00076656666,0.0016723009,0.04218882,0.035342764,0.10444273,0.14881608,0.65651524],"study_design_scores_gemma":[0.00027732743,0.0003849651,0.006027696,0.00029046292,0.00009826228,0.0013002346,0.00045653022,0.27571914,0.06326312,0.031006845,0.6208435,0.00033191478],"about_ca_topic_score_codex":0.006868714,"about_ca_topic_score_gemma":0.008985713,"teacher_disagreement_score":0.006868714,"about_ca_system_score_codex":0.00087324245,"about_ca_system_score_gemma":0.0019407776,"threshold_uncertainty_score":0.0138401985},"labels":[],"label_agreement":null},{"id":"W2902719759","doi":"10.63642/1357-1419.1127","title":"Estimating depreciation for property assessment purposes","year":2011,"lang":"en","type":"article","venue":"Journal of Property Tax Assessment & Administration","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depreciation (economics); Property (philosophy); Econometrics; Economics; Computer science; Microeconomics; Philosophy","score_opus":0.050754045837564064,"score_gpt":0.3051621589143877,"score_spread":0.25440811307682365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902719759","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30419126,0.0040893834,0.5662337,0.0006678626,0.00023005118,0.0005979527,0.023915255,0.0033428995,0.09673176],"genre_scores_gemma":[0.7861809,0.0026941255,0.166424,0.00007182937,0.00007717544,0.00028721886,0.013644229,0.0008209781,0.02979964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981694,0.00017936727,0.00011465609,0.00013255107,0.0012403992,0.00016361804],"domain_scores_gemma":[0.99537647,0.000818558,0.00069897156,0.00047312304,0.0025322195,0.00010059614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013926179,0.0010981666,0.0008820145,0.0069126976,0.00064246386,0.0022766914,0.001137059,0.0006021928,0.006644187],"category_scores_gemma":[0.009901644,0.00045970143,0.00081192626,0.0068670483,0.00038461314,0.0023068234,0.001015746,0.00079723,0.004209785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003535973,0.00016109765,0.13537581,0.000876984,0.0002606082,0.00045164663,0.0013737365,0.10168133,0.013755092,0.021088326,0.021005243,0.7036165],"study_design_scores_gemma":[0.00007382422,0.00032469482,0.38287824,0.00051127817,0.00020452843,0.0009249779,0.0024466983,0.3261,0.049979586,0.020656,0.21558546,0.00031476654],"about_ca_topic_score_codex":0.08696496,"about_ca_topic_score_gemma":0.108022645,"teacher_disagreement_score":0.08696496,"about_ca_system_score_codex":0.003230388,"about_ca_system_score_gemma":0.0024003717,"threshold_uncertainty_score":0.17291754},"labels":[],"label_agreement":null},{"id":"W2903254623","doi":"","title":"Approche formelle pour une meilleure identification et gestion des risques d'usages inappropriés des données géodécisionnelles","year":2008,"lang":"fr","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.08289238655766859,"score_gpt":0.2708548704177084,"score_spread":0.1879624838600398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903254623","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031924672,0.023304982,0.6452838,0.17055927,0.0039410866,0.0034594832,0.0096541615,0.0033185678,0.10855397],"genre_scores_gemma":[0.12843536,0.0108655505,0.81241083,0.008820569,0.0009281282,0.004840199,0.0048713298,0.000477857,0.028350282],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8915174,0.07218096,0.007814162,0.008475837,0.018794302,0.0012173917],"domain_scores_gemma":[0.6170593,0.27244613,0.013646751,0.02515333,0.06954286,0.0021516273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11694786,0.0027626401,0.0024002073,0.015088081,0.0045067645,0.02017612,0.004962655,0.005177389,0.03513393],"category_scores_gemma":[0.2530657,0.002010432,0.0048830486,0.014680668,0.0059858626,0.017267957,0.008463231,0.0060243383,0.012226586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047517545,0.0003647289,0.06350336,0.007115591,0.0015294068,0.0005930648,0.022953592,0.0025531556,0.0036166806,0.20841317,0.103049815,0.58583224],"study_design_scores_gemma":[0.00024581893,0.00053388346,0.05748144,0.016023546,0.0009863944,0.0019461964,0.029804464,0.012586109,0.00474098,0.24446121,0.6305383,0.0006516984],"about_ca_topic_score_codex":0.013065151,"about_ca_topic_score_gemma":0.02256461,"teacher_disagreement_score":0.11694786,"about_ca_system_score_codex":0.0058298176,"about_ca_system_score_gemma":0.017088939,"threshold_uncertainty_score":0.61848676},"labels":[],"label_agreement":null},{"id":"W2903328981","doi":"10.1130/abs/2018am-317783","title":"WALKING TOUR OF DOWNTOWN TORONTO FOR UNDERGRADUATE GEOSCIENTISTS","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Downtown; Computer science; Geography; Archaeology","score_opus":0.017525604636858275,"score_gpt":0.25574905352190563,"score_spread":0.23822344888504737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903328981","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010248475,0.0065157376,0.0013882546,0.036744863,0.025852302,0.00054643856,0.011791997,0.0024398076,0.9044723],"genre_scores_gemma":[0.003930345,0.0008746075,0.00050093886,0.0010825715,0.00039603197,0.000048980783,0.0013190948,0.00026402634,0.9915835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958223,0.000037484686,0.000009515415,0.000070399634,0.00014126659,0.00015901536],"domain_scores_gemma":[0.9978066,0.000040610994,0.000027669741,0.000051902538,0.0005217209,0.0015514467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004509133,0.0014637929,0.00084722054,0.0014498463,0.011501549,0.0034698416,0.0009878592,0.0018981157,0.68959004],"category_scores_gemma":[0.00080457644,0.000763397,0.00083871273,0.0019454326,0.0010015692,0.0013345603,0.0035942052,0.002477438,0.26464558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032178534,0.00002940854,0.00039171884,0.000036450576,0.0000021516148,0.00011576967,0.00018883107,0.000045466204,0.00021955902,0.000338899,0.98812324,0.010476459],"study_design_scores_gemma":[0.000010649607,0.000020232002,0.0029104135,0.000046663437,0.0000028968889,0.000023586977,0.0013478617,0.00004138692,0.000041609455,0.00012472265,0.99542326,0.000006652327],"about_ca_topic_score_codex":0.45321062,"about_ca_topic_score_gemma":0.90099233,"teacher_disagreement_score":0.68959004,"about_ca_system_score_codex":0.006878053,"about_ca_system_score_gemma":0.015495426,"threshold_uncertainty_score":0.9011453},"labels":[],"label_agreement":null},{"id":"W2904935551","doi":"","title":"Improvement of the Canadian Land Surface Scheme (CLASS) under Stable Conditions","year":2000,"lang":"en","type":"article","venue":"Davis Meeting","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Scheme (mathematics); Mathematics; Environmental science; Computer science; Artificial intelligence; Mathematical analysis","score_opus":0.009282618957686242,"score_gpt":0.20870772588582134,"score_spread":0.1994251069281351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904935551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6410519,0.0005307696,0.29410124,0.00092876336,0.00040508554,0.00054770266,0.0064416463,0.0039804117,0.052012473],"genre_scores_gemma":[0.8460833,0.0001614283,0.13978872,0.000093494375,0.000029090099,0.00007980085,0.0035016453,0.00048022316,0.009782301],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928397,0.00008582204,0.000022313881,0.000096419644,0.00035097485,0.00016065367],"domain_scores_gemma":[0.99862087,0.00012360237,0.000032873937,0.00019166614,0.000962289,0.00006872884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010162842,0.0005242122,0.00043249686,0.0008489689,0.0011883514,0.0010301331,0.0012931064,0.0004925919,0.0060142586],"category_scores_gemma":[0.0042324634,0.00017816237,0.00039984134,0.0009586955,0.00038629276,0.0007351026,0.00075044733,0.00049374945,0.0009385546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008920029,0.00024293942,0.02173074,0.00015190485,0.000064990185,0.00009065274,0.00030472304,0.46655545,0.025468737,0.032220747,0.021488976,0.4307882],"study_design_scores_gemma":[0.00006257949,0.000053346015,0.006968652,0.000010578019,0.0000203087,0.000022234404,0.00010715256,0.976693,0.005615713,0.0017878496,0.008635996,0.0000225928],"about_ca_topic_score_codex":0.7206419,"about_ca_topic_score_gemma":0.785463,"teacher_disagreement_score":0.2793581,"about_ca_system_score_codex":0.0035345794,"about_ca_system_score_gemma":0.0074793207,"threshold_uncertainty_score":0.56200653},"labels":[],"label_agreement":null},{"id":"W2909812584","doi":"10.3138/cart.54.1.2018-0009","title":"Utilizing a Discrete Global Grid System for Handling Point Clouds with Varying Locations, Times, and Levels of Detail","year":2019,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Point cloud; Zoom; Grid; Computer science; Visualization; Point (geometry); Coordinate system; Cloud computing; Computational science; Distributed computing; Data mining; Geography; Computer vision; Mathematics; Geometry; Geodesy; Geology","score_opus":0.008683559839409329,"score_gpt":0.2462322038373997,"score_spread":0.23754864399799036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909812584","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010425875,0.00007033325,0.98344225,0.000098835466,0.00006693559,0.000083044666,0.00065474364,0.0029451537,0.00221277],"genre_scores_gemma":[0.18523271,0.00025952546,0.80983007,0.00004302328,0.000037136517,0.00017620492,0.0024803705,0.00045813614,0.0014827525],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993801,0.00010431196,0.000054650267,0.00012506111,0.0002934555,0.00004240306],"domain_scores_gemma":[0.9989905,0.00020593214,0.00008125561,0.00042516584,0.00023858903,0.000058620953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006486693,0.0006006128,0.0006984623,0.0018603153,0.0006936329,0.0026818516,0.0012425297,0.0004742902,0.0024158107],"category_scores_gemma":[0.002967886,0.00028150968,0.0006857462,0.0048602647,0.00060829445,0.0020074234,0.0023603702,0.000815039,0.0012823811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002812122,0.00013840251,0.016544603,0.00053023285,0.00015021618,0.0008353453,0.0017485584,0.31327283,0.03483079,0.1068849,0.022753863,0.5020291],"study_design_scores_gemma":[0.000047819172,0.000060222384,0.0030842035,0.000048531372,0.000036816084,0.00033418374,0.0005692228,0.89125586,0.0121864425,0.030110182,0.062194437,0.000072067756],"about_ca_topic_score_codex":0.0102917785,"about_ca_topic_score_gemma":0.011013711,"teacher_disagreement_score":0.0102917785,"about_ca_system_score_codex":0.0007316003,"about_ca_system_score_gemma":0.0011100031,"threshold_uncertainty_score":0.020463765},"labels":[],"label_agreement":null},{"id":"W2913501698","doi":"","title":"Proceedings of the 17th Eurographics conference on Rendering Techniques","year":2006,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","score_opus":0.01188365315242846,"score_gpt":0.19792342839357563,"score_spread":0.18603977524114718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913501698","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008232957,0.011120779,0.8973566,0.0023006734,0.008449208,0.00017686003,0.0008463741,0.011714119,0.059802443],"genre_scores_gemma":[0.08399676,0.02691732,0.5827767,0.0011361425,0.0021187845,0.00023880079,0.005608529,0.011883289,0.28532365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891543,0.0002046141,0.0000712399,0.0001482,0.00056460116,0.00009603222],"domain_scores_gemma":[0.99834096,0.00032122203,0.000042456515,0.0006180902,0.0004947891,0.00018249692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014726655,0.0016183963,0.0017886815,0.0018659916,0.0009203885,0.0052414713,0.0015928372,0.0015774026,0.0844481],"category_scores_gemma":[0.002787314,0.0011452094,0.001833825,0.0022519596,0.0009780783,0.0026330813,0.0025601292,0.002856852,0.022125512],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050563394,0.00024333654,0.00071444927,0.00045586767,0.00018006041,0.00030743788,0.0004937889,0.009349213,0.033984423,0.051487215,0.2204907,0.6817879],"study_design_scores_gemma":[0.00007797905,0.000077963734,0.001049938,0.0002747796,0.00010761427,0.0005643079,0.00015298295,0.06292199,0.018531587,0.022093685,0.89408726,0.00005999263],"about_ca_topic_score_codex":0.009853647,"about_ca_topic_score_gemma":0.01006969,"teacher_disagreement_score":0.0844481,"about_ca_system_score_codex":0.0008679587,"about_ca_system_score_gemma":0.0017702364,"threshold_uncertainty_score":0.28250706},"labels":[],"label_agreement":null},{"id":"W2913507692","doi":"10.5194/isprs-archives-xlii-2-w9-249-2019","title":"A REVIEW OF 3D GIS FOR USE IN CREATING VIRTUAL HISTORIC DUBLIN","year":2019,"lang":"en","type":"review","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Workflow; Geographic information system; Building information modeling; Architectural engineering; Computer science; Visualization; Tourism; World Wide Web; Civil engineering; Geography; Engineering; Remote sensing; Database; Archaeology","score_opus":0.04056211839194726,"score_gpt":0.29163050174678856,"score_spread":0.2510683833548413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913507692","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002819213,0.986503,0.0038558503,0.00046562334,0.00043542177,0.00002726856,0.00009700458,0.00005973806,0.008274228],"genre_scores_gemma":[0.0020869432,0.9912849,0.0042944574,0.00026809803,0.00018252435,0.000027487344,0.00014789945,0.00002674569,0.0016809008],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913293,0.00021065882,0.000116031704,0.00014422486,0.0003504096,0.000045729714],"domain_scores_gemma":[0.9978739,0.0013051785,0.0001390972,0.00008998056,0.00052589696,0.00006601319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019138184,0.0013176133,0.0010545583,0.006394728,0.00044553148,0.002718273,0.0018139094,0.0015052288,0.007231507],"category_scores_gemma":[0.0034436174,0.00071648636,0.0009619811,0.009812976,0.0011172114,0.0036732156,0.0013801069,0.0013947051,0.0036924232],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020112213,0.0000420131,0.0002722731,0.015540483,0.000045284254,0.00013587486,0.00019700208,0.00090414286,0.00048891787,0.011199882,0.023210293,0.9479437],"study_design_scores_gemma":[0.0000029515313,0.000020988866,0.00046898195,0.0042796554,0.00004117494,0.000438217,0.00014265462,0.00021758434,0.00038842164,0.0018963001,0.99208015,0.0000229189],"about_ca_topic_score_codex":0.0044191503,"about_ca_topic_score_gemma":0.0043704296,"teacher_disagreement_score":0.007231507,"about_ca_system_score_codex":0.001167827,"about_ca_system_score_gemma":0.0020832552,"threshold_uncertainty_score":0.024191797},"labels":[],"label_agreement":null},{"id":"W2914125070","doi":"10.3390/rs11030236","title":"3D Viewpoint Management and Navigation in Urban Planning: Application to the Exploratory Phase","year":2019,"lang":"en","type":"article","venue":"Remote Sensing","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Geospatial analysis; Geovisualization; Computer science; Usability; Visualization; Scope (computer science); Viewpoints; Urban planning; Subdivision; Data science; Human–computer interaction; Data mining; Information visualization; Remote sensing; Geography","score_opus":0.012305470920330807,"score_gpt":0.24933813560087376,"score_spread":0.23703266468054296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914125070","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018270517,0.00013821179,0.9792306,0.0000924632,0.000009894848,0.000041029747,0.00003058353,0.00073802716,0.001448709],"genre_scores_gemma":[0.24027786,0.00028406124,0.7582192,0.000019517518,0.000012959232,0.000037148253,0.000072114446,0.00015412405,0.0009230385],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968123,0.00014635452,0.000009237328,0.000057309702,0.00008370822,0.000022213533],"domain_scores_gemma":[0.9995709,0.00021294341,0.00003516253,0.00007945815,0.00006648069,0.000035009583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000546689,0.0005334169,0.00036262794,0.000606553,0.00040845407,0.00077435613,0.0005468482,0.00044531518,0.0014695297],"category_scores_gemma":[0.0014257426,0.0002910752,0.00037866892,0.0007416013,0.0005478598,0.0005434637,0.0009333262,0.00040893466,0.00033357853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020219802,0.00012314008,0.0037388788,0.00016746715,0.000040552797,0.00026403074,0.0012621562,0.26968566,0.042719327,0.02173743,0.00245335,0.6576058],"study_design_scores_gemma":[0.000022404949,0.0000782646,0.0017364995,0.00002462362,0.000016044914,0.00019559798,0.00023523612,0.96701986,0.016730191,0.006467834,0.0074381507,0.000035330555],"about_ca_topic_score_codex":0.0063623497,"about_ca_topic_score_gemma":0.008045988,"teacher_disagreement_score":0.0063623497,"about_ca_system_score_codex":0.0003995969,"about_ca_system_score_gemma":0.0005850989,"threshold_uncertainty_score":0.012650609},"labels":[],"label_agreement":null},{"id":"W2915038730","doi":"","title":"Proceedings of the twenty-sixth annual symposium on Computational geometry","year":2010,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Presentation (obstetrics); Computer science; Library science; Process (computing); Operations research; Engineering","score_opus":0.0043905005999686,"score_gpt":0.200561280166272,"score_spread":0.1961707795663034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915038730","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009496592,0.119421124,0.2910862,0.02190424,0.11029277,0.00042320916,0.007088762,0.004420305,0.4358668],"genre_scores_gemma":[0.08635759,0.10404159,0.22963423,0.003713123,0.027776066,0.0005686132,0.018216902,0.004008341,0.5256835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973347,0.0006812932,0.0002017182,0.00040868646,0.001226357,0.00014722733],"domain_scores_gemma":[0.99683785,0.0007716033,0.000111336434,0.0007233329,0.0010587643,0.00049708993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022974343,0.001347296,0.0016177178,0.002018108,0.00083382963,0.005377884,0.0015774589,0.0012518509,0.09183641],"category_scores_gemma":[0.0054007596,0.0004985637,0.0013957256,0.0018597374,0.0014560645,0.0025612607,0.0028092861,0.0029103416,0.03624633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013609824,0.000053360207,0.0007517238,0.0006590442,0.00015040027,0.00012705536,0.00020176977,0.0037772586,0.0025478774,0.058193572,0.7332435,0.2001584],"study_design_scores_gemma":[0.000012575562,0.000040690808,0.00087065523,0.00021029085,0.000024652063,0.00027234326,0.000102444574,0.003103538,0.0005014221,0.023343306,0.97149515,0.000022828564],"about_ca_topic_score_codex":0.0016706572,"about_ca_topic_score_gemma":0.0026105882,"teacher_disagreement_score":0.09183641,"about_ca_system_score_codex":0.0015659223,"about_ca_system_score_gemma":0.0022116327,"threshold_uncertainty_score":0.30722338},"labels":[],"label_agreement":null},{"id":"W2916639019","doi":"10.18174/429545","title":"Innovatie in de land- en tuinbouw 2016","year":2017,"lang":"nl","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Geography; Environmental science","score_opus":0.02519359012092104,"score_gpt":0.2913685319038493,"score_spread":0.2661749417829283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916639019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08815869,0.022809273,0.043398336,0.030583689,0.0033193876,0.0005296721,0.07473163,0.0033711828,0.7330981],"genre_scores_gemma":[0.24242617,0.016606737,0.049971078,0.0017708405,0.0003490282,0.0008048465,0.08392642,0.0023585267,0.60178643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583083,0.000551275,0.00019462232,0.0004980823,0.0023455357,0.0005797651],"domain_scores_gemma":[0.9968286,0.0006180267,0.0002298681,0.00037919235,0.0012853629,0.00065890193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049081924,0.00058140716,0.0005370094,0.0015061535,0.0011337375,0.007468101,0.0009768398,0.0015593434,0.03913823],"category_scores_gemma":[0.0083772205,0.0003753951,0.00068588473,0.0038964695,0.0010179034,0.004062151,0.0045728856,0.002035276,0.014124499],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048335508,0.0003392294,0.017012408,0.0012162972,0.0000754652,0.0005198958,0.004444503,0.005461327,0.004290366,0.17666419,0.39330474,0.39618832],"study_design_scores_gemma":[0.000014724577,0.000031690186,0.0052533485,0.00025143573,0.000014760078,0.000079385696,0.0009328803,0.0009088453,0.0028986163,0.0066609704,0.9829348,0.000018698298],"about_ca_topic_score_codex":0.05855285,"about_ca_topic_score_gemma":0.08541495,"teacher_disagreement_score":0.05855285,"about_ca_system_score_codex":0.007401283,"about_ca_system_score_gemma":0.014282679,"threshold_uncertainty_score":0.13093042},"labels":[],"label_agreement":null},{"id":"W2916722870","doi":"10.18174/393441","title":"Innovatie in de land- en tuinbouw 2015","year":2016,"lang":"nl","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Geography; Environmental science; Geology","score_opus":0.01762688194425381,"score_gpt":0.2856964094253588,"score_spread":0.26806952748110496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916722870","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3246794,0.03452548,0.023792742,0.06161582,0.0030490693,0.00028537575,0.030278903,0.0008619599,0.5209113],"genre_scores_gemma":[0.59317183,0.014653012,0.030601861,0.0030156097,0.00025727373,0.00035308354,0.024945863,0.0008985042,0.332103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99549377,0.0006432436,0.00023186304,0.0006930346,0.002059713,0.00087838556],"domain_scores_gemma":[0.9984762,0.00026167868,0.0001715823,0.00015784487,0.0005397597,0.0003928313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047428287,0.0004083961,0.0005617518,0.0009864847,0.0010377868,0.008537849,0.0013187432,0.0016506936,0.023624232],"category_scores_gemma":[0.006868932,0.0004278533,0.0006521288,0.0034112304,0.0013174879,0.005444912,0.003941479,0.0023451687,0.0045060306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044369235,0.00047471427,0.04045319,0.0009348477,0.00013084669,0.0008117354,0.0117354,0.007462302,0.003980416,0.31228656,0.19845024,0.422836],"study_design_scores_gemma":[0.000016372907,0.000038417573,0.015634682,0.00037836272,0.000029932822,0.0001381366,0.0040193712,0.0012734098,0.0022588538,0.007404836,0.96877176,0.000035852034],"about_ca_topic_score_codex":0.18583445,"about_ca_topic_score_gemma":0.22085369,"teacher_disagreement_score":0.18583445,"about_ca_system_score_codex":0.009629685,"about_ca_system_score_gemma":0.014053706,"threshold_uncertainty_score":0.36950558},"labels":[],"label_agreement":null},{"id":"W2920599720","doi":"10.11575/prism/36156","title":"Automating geoprocessing tasks to create city wide layers","year":2019,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geoprocessing; Computer science; World Wide Web; Geography; Cartography","score_opus":0.007580030688124687,"score_gpt":0.18667495094717249,"score_spread":0.1790949202590478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920599720","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019159013,0.00014858868,0.76197,0.00030420526,0.0002480185,0.00040760945,0.025020266,0.17615235,0.016589949],"genre_scores_gemma":[0.06697749,0.00022591068,0.86153424,0.00016218936,0.00003575159,0.00036155034,0.040549017,0.02224507,0.007908671],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886936,0.00008644162,0.00009104926,0.00032517398,0.0005062932,0.00012158677],"domain_scores_gemma":[0.99823123,0.0004695233,0.00007595727,0.0005325023,0.0006056677,0.00008509862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014504609,0.0016873082,0.0011282112,0.002670287,0.0011330179,0.004505406,0.0018200505,0.00056133245,0.024314856],"category_scores_gemma":[0.005246048,0.0010892479,0.0021473293,0.0037288193,0.00056709995,0.0022561701,0.0031026069,0.0016550473,0.018555148],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025679075,0.00024251925,0.009432283,0.0012047684,0.00032328072,0.0006950301,0.0029962773,0.06749202,0.031831942,0.022835346,0.2418721,0.6208177],"study_design_scores_gemma":[0.000099411125,0.00007062164,0.010539479,0.00019346038,0.00014773152,0.00050015264,0.0016098784,0.3579791,0.08739551,0.03351415,0.50772744,0.00022302495],"about_ca_topic_score_codex":0.01339106,"about_ca_topic_score_gemma":0.016794432,"teacher_disagreement_score":0.024314856,"about_ca_system_score_codex":0.0011708334,"about_ca_system_score_gemma":0.0020363282,"threshold_uncertainty_score":0.08134127},"labels":[],"label_agreement":null},{"id":"W2944594411","doi":"10.5194/isprs-archives-xlii-2-w11-675-2019","title":"TOWARDS BUILDING A SEMANTIC FORMALIZATION OF (SMALL) HISTORICAL CENTRES","year":2019,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; 3v Geomatics (Canada)","funders":"","keywords":"Cultural heritage; CityGML; Geospatial analysis; Tourism; Urban planning; Ontology; Computer science; 3D city models; Data science; Geography; Civil engineering; Cartography; Engineering; Archaeology","score_opus":0.014158327394500627,"score_gpt":0.23484919233224835,"score_spread":0.22069086493774773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944594411","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011282196,0.00076844794,0.9740277,0.0010013824,0.00015848581,0.00028911713,0.0014749733,0.0009044492,0.010093177],"genre_scores_gemma":[0.19313183,0.0015435383,0.7939574,0.00046272093,0.00016250277,0.0005705621,0.006314427,0.00032924843,0.0035278394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962919,0.0014860985,0.0005974262,0.00060366,0.00074396643,0.00027707595],"domain_scores_gemma":[0.9955485,0.0016252415,0.0005417751,0.0010759871,0.0009790539,0.00022944903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056645125,0.0007857722,0.00061898265,0.0049798596,0.0017085806,0.006811095,0.0022367737,0.001428188,0.0029538132],"category_scores_gemma":[0.006713036,0.00077919825,0.0023497862,0.0046111452,0.004215548,0.012075416,0.004963884,0.0024369864,0.0008825231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033155255,0.000051280997,0.0010488785,0.00038098538,0.00005412511,0.00036746118,0.0020385105,0.009306544,0.0016445334,0.9562097,0.0034285563,0.02543615],"study_design_scores_gemma":[0.000030549716,0.00005660987,0.0012694916,0.0010449238,0.0001644185,0.00066045247,0.0034804696,0.09817405,0.0048277033,0.6631583,0.22704984,0.00008324532],"about_ca_topic_score_codex":0.008410273,"about_ca_topic_score_gemma":0.009129666,"teacher_disagreement_score":0.008410273,"about_ca_system_score_codex":0.0017832945,"about_ca_system_score_gemma":0.002991984,"threshold_uncertainty_score":0.029957175},"labels":[],"label_agreement":null},{"id":"W2958003761","doi":"10.5194/ica-abs-1-99-2019","title":"Spatial Component Models with Artificial Neural Networks for Spatially Constrained Regionalization","year":2019,"lang":"en","type":"article","venue":"Abstracts of the ICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Artificial neural network; Component (thermodynamics); Spatial ecology; Artificial intelligence; Computer science; Ecology; Biology","score_opus":0.015032791323162674,"score_gpt":0.20543624050242934,"score_spread":0.19040344917926666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958003761","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016172366,0.0009066353,0.97957635,0.00036677523,0.0000963198,0.00004177385,0.00017340193,0.00026390605,0.0024023643],"genre_scores_gemma":[0.8062635,0.0014042045,0.17967339,0.0001997768,0.00020624854,0.00032801484,0.0006333327,0.00018333824,0.01110823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933237,0.0003549278,0.000034039527,0.00014484503,0.00008020056,0.000053582604],"domain_scores_gemma":[0.9988563,0.0006473887,0.00015584653,0.000070339054,0.00023462747,0.000035513018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016109354,0.0010047887,0.0009184172,0.0010732306,0.0003236154,0.0012865161,0.0015185615,0.001239894,0.0024110693],"category_scores_gemma":[0.0035877954,0.0006117145,0.0012733375,0.0014932922,0.0008321317,0.0012768947,0.0011863908,0.0015943289,0.0004612588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023609573,0.000011461244,0.00039504806,0.000019284316,0.000054594282,0.000015886462,0.000015842495,0.97960013,0.00011925749,0.011579809,0.0004190452,0.0077459523],"study_design_scores_gemma":[8.4980195e-7,0.0000018890594,0.000043269363,0.0000018590504,0.00000304529,0.0000013202697,0.0000014323098,0.9982387,0.000018140065,0.0015793042,0.000108703665,0.0000015254946],"about_ca_topic_score_codex":0.02371577,"about_ca_topic_score_gemma":0.013955894,"teacher_disagreement_score":0.02371577,"about_ca_system_score_codex":0.0013055756,"about_ca_system_score_gemma":0.00094421144,"threshold_uncertainty_score":0.04715544},"labels":[],"label_agreement":null},{"id":"W2969884576","doi":"10.21608/iccae.2010.45110","title":"A Framework for the Integration of Remote Sensing Systems for 3D Urban Mapping","year":2010,"lang":"en","type":"article","venue":"The International Conference on Civil and Architecture Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Electronics and Telecommunications Research Institute","keywords":"Computer science; Remote sensing; Mobile mapping; Geography; Data science; Computer vision","score_opus":0.027498687959291522,"score_gpt":0.2499092870015617,"score_spread":0.22241059904227017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969884576","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042814342,0.0003675696,0.9949485,0.00021560762,0.000051678264,0.00020742753,0.00006093388,0.0005752344,0.0031448293],"genre_scores_gemma":[0.025762854,0.00083138805,0.96823925,0.00014057037,0.00009860918,0.00047067594,0.00041916437,0.00017925428,0.0038581754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9932794,0.0019744814,0.00065986183,0.0010028847,0.0026442937,0.0004390983],"domain_scores_gemma":[0.9977368,0.00047361062,0.00023388756,0.0006618928,0.00071941456,0.00017437681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075007384,0.0018093997,0.0009547749,0.0033188518,0.0015553338,0.0055212188,0.0050797956,0.0029389188,0.0050524063],"category_scores_gemma":[0.004517062,0.0011004516,0.0030083177,0.0021531037,0.0032237968,0.00460538,0.0070065153,0.0030397566,0.0028154938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049185226,0.0001166106,0.0006394827,0.00037760907,0.00009741601,0.00046066535,0.00048146048,0.054615848,0.005699903,0.8488386,0.0047497875,0.08387335],"study_design_scores_gemma":[0.000052748266,0.00031234362,0.00090883445,0.00053956406,0.00017010105,0.0007949054,0.00034024753,0.3972084,0.0075724865,0.29394642,0.297993,0.0001609458],"about_ca_topic_score_codex":0.008597919,"about_ca_topic_score_gemma":0.006851671,"teacher_disagreement_score":0.008597919,"about_ca_system_score_codex":0.002262119,"about_ca_system_score_gemma":0.0042055272,"threshold_uncertainty_score":0.039668143},"labels":[],"label_agreement":null},{"id":"W2983403820","doi":"10.1007/978-981-32-9915-3_2","title":"Digital Earth Platforms","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Representation (politics); Computer science; Search engine indexing; Projection (relational algebra); Focus (optics); Selection (genetic algorithm); Digital Earth; Theoretical computer science; Information retrieval; Artificial intelligence; Geography; Remote sensing; Algorithm; Political science; Physics","score_opus":0.01106100031069969,"score_gpt":0.1800690621180575,"score_spread":0.16900806180735783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983403820","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013166447,0.003257043,0.04703701,0.0014625766,0.00082378363,0.00010216406,0.0087509025,0.0054549756,0.93179494],"genre_scores_gemma":[0.021356924,0.01243594,0.053613413,0.0013567229,0.0007020452,0.00020172235,0.031823993,0.004292345,0.87421674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999744,0.0000272719,0.000014446255,0.00004363935,0.00014375127,0.000026944768],"domain_scores_gemma":[0.99967575,0.00007917849,0.000013459079,0.000083368526,0.00010218297,0.00004610282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003565759,0.0005722675,0.00025796558,0.0020018257,0.0006138158,0.0033951956,0.0011845485,0.00086850225,0.1788174],"category_scores_gemma":[0.0010596607,0.00025572197,0.00030566173,0.0030385603,0.00033532328,0.0045017595,0.002541997,0.0010163342,0.10288492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002477096,0.000022661026,0.00015234212,0.00041172936,0.000006252087,0.00018123288,0.00034230037,0.0015346413,0.002094935,0.24127492,0.41270947,0.34124485],"study_design_scores_gemma":[0.000001234363,0.0000014999285,0.000036328714,0.00003816825,6.844094e-7,0.000046457866,0.000023028535,0.00016433904,0.00021976381,0.005319177,0.9941467,0.000002524665],"about_ca_topic_score_codex":0.0019230647,"about_ca_topic_score_gemma":0.0031256801,"teacher_disagreement_score":0.1788174,"about_ca_system_score_codex":0.00076600106,"about_ca_system_score_gemma":0.0006287822,"threshold_uncertainty_score":0.5982038},"labels":[],"label_agreement":null},{"id":"W2990715360","doi":"10.3390/ijgi8120523","title":"Multidimensional and Multiscale GIS","year":2019,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Geospatial analysis; Computer science; Process (computing); Data science; Data mining; Automation; Multidimensional data; Data quality; Multidimensional analysis; Geography; Engineering; Remote sensing; Metric (unit); Mathematics","score_opus":0.0026335698713272383,"score_gpt":0.20098847030387568,"score_spread":0.19835490043254844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990715360","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02541919,0.011747885,0.85374254,0.006287194,0.0010260597,0.000155832,0.0028147597,0.0025712908,0.0962352],"genre_scores_gemma":[0.2897015,0.011207315,0.67523444,0.0010627989,0.0010724376,0.00018613863,0.0022796518,0.0004956332,0.018759994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99922705,0.00015325782,0.00004825903,0.00017991522,0.00033775697,0.000053682314],"domain_scores_gemma":[0.9992569,0.00020412887,0.000058665337,0.000266121,0.00014906497,0.00006517536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007162921,0.0004957507,0.00049868895,0.001842056,0.00044918674,0.003206806,0.00069748354,0.0007433932,0.006543188],"category_scores_gemma":[0.0021708235,0.000293036,0.0006450462,0.0025604481,0.0010873745,0.0024916218,0.002443408,0.0006689191,0.0013123964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025565785,0.000028458828,0.0029827214,0.00039864058,0.00009623991,0.0003586593,0.0004267886,0.026578614,0.006430929,0.7294381,0.030559383,0.2026758],"study_design_scores_gemma":[0.000010336422,0.000036574787,0.0070545715,0.0002015894,0.000040628944,0.0007433925,0.00043679978,0.07374626,0.002437803,0.42074567,0.4944913,0.000055029806],"about_ca_topic_score_codex":0.0019107797,"about_ca_topic_score_gemma":0.0023386634,"teacher_disagreement_score":0.006543188,"about_ca_system_score_codex":0.0007938573,"about_ca_system_score_gemma":0.000596691,"threshold_uncertainty_score":0.02188915},"labels":[],"label_agreement":null},{"id":"W2991037217","doi":"10.1017/cbo9780511526251.004","title":"Basic hypergeometric series","year":2004,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":328,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Series (stratigraphy); Lauricella hypergeometric series; Bilateral hypergeometric series; Basic hypergeometric series; Mathematics; Confluent hypergeometric function; Hypergeometric function of a matrix argument; Pure mathematics; Hypergeometric function; Geology","score_opus":0.015693931519577268,"score_gpt":0.16969778662934107,"score_spread":0.1540038551097638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991037217","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017933453,0.03388846,0.23597129,0.007347713,0.00318416,0.00009853823,0.0019776726,0.0010437923,0.69855493],"genre_scores_gemma":[0.4036911,0.057872664,0.0663112,0.0018666214,0.012466533,0.0009123733,0.0028264953,0.0013011901,0.45275176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852693,0.0004953913,0.00009027168,0.00022318603,0.000537195,0.00012699752],"domain_scores_gemma":[0.99708325,0.0012741272,0.00022719955,0.00048620623,0.00070099084,0.00022817974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002199351,0.0017903135,0.0022054098,0.008121477,0.0013688508,0.0060385684,0.0014893231,0.0017238961,0.036672793],"category_scores_gemma":[0.010539285,0.00067830423,0.0008117228,0.011848341,0.003020998,0.0067476197,0.0021615687,0.0036964302,0.015820738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052120176,0.000007973295,0.0000654418,0.00004873339,0.0000077522745,0.000030215475,0.00008715491,0.0004970767,0.00008648986,0.9603495,0.013303175,0.025511244],"study_design_scores_gemma":[0.0000045398515,0.0000043891023,0.00020451575,0.00003231758,0.0000069591106,0.00012683397,0.000038841612,0.0026045684,0.00006239335,0.9596182,0.037285984,0.000010432407],"about_ca_topic_score_codex":0.0010438348,"about_ca_topic_score_gemma":0.0007369179,"teacher_disagreement_score":0.036672793,"about_ca_system_score_codex":0.0020713334,"about_ca_system_score_gemma":0.001134692,"threshold_uncertainty_score":0.12268275},"labels":[],"label_agreement":null},{"id":"W2996829159","doi":"","title":"Understanding the IGM Through the Use of a Lensed Quasar","year":2017,"lang":"en","type":"article","venue":"AAS","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quasar; Metis; Computer science; World Wide Web; Physics; Astronomy; Galaxy","score_opus":0.28003837165528045,"score_gpt":0.2924880308074237,"score_spread":0.012449659152143244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996829159","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15492307,0.001578941,0.79378104,0.0016286994,0.00026829302,0.00010558849,0.0014579383,0.0039307484,0.042325716],"genre_scores_gemma":[0.8636617,0.00164092,0.13099903,0.00028201754,0.00019445697,0.000043738317,0.00039719942,0.00027930536,0.0025014947],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99989593,0.000025361109,0.000003937793,0.000022712855,0.000030134128,0.000021882166],"domain_scores_gemma":[0.9997627,0.00008205999,0.00003823564,0.000040152816,0.000039906852,0.000036841553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025730187,0.00054050155,0.0003324768,0.0011602715,0.00041226798,0.0021122843,0.00094044907,0.0007971134,0.003024572],"category_scores_gemma":[0.0010049136,0.0003620961,0.00062996417,0.0007722802,0.00069239223,0.0016769887,0.0014595392,0.00071903085,0.00045005465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013415114,0.00016292589,0.020394873,0.00031112495,0.00027290924,0.00205823,0.0016741633,0.5416518,0.056858424,0.27021584,0.005432992,0.10083257],"study_design_scores_gemma":[0.000030204596,0.000034413373,0.0057435376,0.00004603455,0.00004854471,0.00027381646,0.00039949978,0.9069192,0.003986395,0.070561424,0.011900296,0.00005669879],"about_ca_topic_score_codex":0.010924672,"about_ca_topic_score_gemma":0.006104632,"teacher_disagreement_score":0.010924672,"about_ca_system_score_codex":0.00049561955,"about_ca_system_score_gemma":0.00042109675,"threshold_uncertainty_score":0.021722138},"labels":[],"label_agreement":null},{"id":"W3005359275","doi":"10.3390/ijgi9020095","title":"Geospatial Data Management Research: Progress and Future Directions","year":2020,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":183,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Calgary","funders":"Deutsche Forschungsgemeinschaft; Deutscher Akademischer Austauschdienst","keywords":"Geospatial analysis; Milestone; Data science; Data management; Computer science; Geospatial PDF; Geographic information system; Visualization; Data visualization; Spatial data infrastructure; Geospatial metadata; Spatial analysis; Database; Data mining; Geography; World Wide Web; Metadata; Remote sensing; Meta Data Services; Cartography; Data element","score_opus":0.04233026645820982,"score_gpt":0.31372763992673636,"score_spread":0.27139737346852655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005359275","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037732972,0.8524205,0.025122637,0.09561763,0.004689785,0.000078663485,0.00033784108,0.0003855217,0.017574148],"genre_scores_gemma":[0.027256489,0.9029713,0.049739007,0.008285407,0.005959957,0.00011098455,0.00090335315,0.00013344488,0.004640114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945589,0.0017471629,0.00043139324,0.00075669173,0.0020433886,0.00046236347],"domain_scores_gemma":[0.9759563,0.013144184,0.00093001017,0.0015803457,0.006630356,0.0017587167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014268145,0.001093672,0.0012050323,0.0047761784,0.0018151809,0.008624594,0.0028461546,0.0046816114,0.00787573],"category_scores_gemma":[0.011252361,0.000572333,0.001218263,0.009668952,0.0050098496,0.020874338,0.0043061194,0.006452155,0.0034103277],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008161721,0.00026376927,0.0022843543,0.004486503,0.00005839252,0.00012212763,0.0010115765,0.00166885,0.001050595,0.14469051,0.061020147,0.7832616],"study_design_scores_gemma":[0.000025679308,0.00016542527,0.0018358914,0.0057227267,0.00006250838,0.00041634773,0.0037284791,0.0042567477,0.0012017573,0.14183031,0.8406339,0.000120261895],"about_ca_topic_score_codex":0.003887171,"about_ca_topic_score_gemma":0.0031149816,"teacher_disagreement_score":0.014268145,"about_ca_system_score_codex":0.0031722484,"about_ca_system_score_gemma":0.007534615,"threshold_uncertainty_score":0.07545805},"labels":[],"label_agreement":null},{"id":"W3012536626","doi":"","title":"Land For Sale - New Westminster, British Columbia, Canada - Price $0","year":2019,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Agricultural economics; Economic history; Economics","score_opus":0.005549621616087733,"score_gpt":0.17510882135905553,"score_spread":0.1695591997429678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012536626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014477241,0.0008019536,0.00040727045,0.0005006589,0.00046640183,0.00014371764,0.010021156,0.00089361885,0.9853175],"genre_scores_gemma":[0.0011833571,0.00027183647,0.00010581836,0.00005488004,0.000007942904,0.000010297278,0.0013281984,0.00017687066,0.99686086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996344,0.000010761777,0.000008778632,0.00006096328,0.00020499273,0.00008008276],"domain_scores_gemma":[0.9990902,0.000045106524,0.000012555864,0.00006245608,0.00053193176,0.00025786916],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023502846,0.0012851995,0.001097285,0.0016391338,0.0038490326,0.0043269163,0.0013309695,0.0012600201,0.85590476],"category_scores_gemma":[0.0011571248,0.0007506401,0.000766467,0.0030368157,0.0007676501,0.0014144212,0.0013860099,0.0012884506,0.66710216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007775718,0.000029898663,0.0004949401,0.00010443464,0.0000050729004,0.00004914234,0.00005505739,0.00010433759,0.0005856342,0.0007882261,0.9410614,0.056644097],"study_design_scores_gemma":[0.000026205558,0.000028257651,0.0039608325,0.00011760567,0.0000116657675,0.00005057086,0.00027613188,0.00016769789,0.00026044223,0.00021098558,0.9948716,0.000018125835],"about_ca_topic_score_codex":0.7035671,"about_ca_topic_score_gemma":0.9142341,"teacher_disagreement_score":0.2964329,"about_ca_system_score_codex":0.0045630783,"about_ca_system_score_gemma":0.009099128,"threshold_uncertainty_score":0.59635735},"labels":[],"label_agreement":null},{"id":"W3012999189","doi":"10.1130/gsatg425gw.1","title":"Visualization and Sharing of 3D Digital Outcrop Models to Promote Open Science","year":2020,"lang":"en","type":"article","venue":"GSA Today","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Visualization; Outcrop; Geology; Computer science; Data science; Geomorphology; Data mining","score_opus":0.04242820457088809,"score_gpt":0.2802499594139712,"score_spread":0.2378217548430831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012999189","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06766553,0.0016827497,0.8314291,0.0022207529,0.00032932204,0.0002915245,0.002791714,0.02231323,0.07127596],"genre_scores_gemma":[0.37942547,0.002511097,0.5937877,0.0004844997,0.00018773421,0.00040277868,0.0036064708,0.0046072244,0.014986931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990683,0.00023202926,0.00004365346,0.00011889123,0.00044218107,0.00009483691],"domain_scores_gemma":[0.99786407,0.0005937492,0.000114067705,0.00084207335,0.00030601592,0.00027996514],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0016159844,0.0006071337,0.00031078202,0.0020585312,0.0009158751,0.0032919843,0.0014079965,0.000972071,0.011216271],"category_scores_gemma":[0.0038045014,0.00038822688,0.00079856056,0.0015372356,0.0009645977,0.0029026484,0.0057729343,0.0010376638,0.0025357567],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023342745,0.00027470134,0.009052532,0.0015952648,0.00015291401,0.0017351231,0.014811651,0.03515551,0.08354174,0.116430536,0.09297045,0.64404607],"study_design_scores_gemma":[0.000064380445,0.00012565794,0.010082745,0.000554313,0.000062865016,0.0014453455,0.0025788243,0.048387393,0.03446615,0.051938772,0.85005623,0.00023724332],"about_ca_topic_score_codex":0.0023582939,"about_ca_topic_score_gemma":0.0051923846,"teacher_disagreement_score":0.998592,"about_ca_system_score_codex":0.00053343346,"about_ca_system_score_gemma":0.0009980905,"threshold_uncertainty_score":0.037522197},"labels":[],"label_agreement":null},{"id":"W3016813053","doi":"10.22215/etd/2020-13925","title":"Comparative Analysis aimed at optimization and visualization of BIM for VR applications.","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plug-in; Computer science; Visualization; Metadata; Virtual reality; Computer graphics (images); Human–computer interaction; Software engineering; Data mining; World Wide Web; Operating system","score_opus":0.01684785775570132,"score_gpt":0.29446376552014114,"score_spread":0.27761590776443984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016813053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4919745,0.00722939,0.35311583,0.00076700933,0.00032321614,0.00038319043,0.004910646,0.007820771,0.1334755],"genre_scores_gemma":[0.8298693,0.0027936976,0.14600626,0.00010099858,0.00005248049,0.00022513498,0.004868631,0.001964688,0.014118967],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985593,0.00033523465,0.000052564093,0.00016845166,0.00076888525,0.00011555507],"domain_scores_gemma":[0.99881387,0.0005062111,0.00006721955,0.00022649892,0.00034906968,0.000037051457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013778001,0.0008060886,0.0005279782,0.001971523,0.0003889654,0.0017053476,0.0007563932,0.0005232054,0.011554053],"category_scores_gemma":[0.0037951733,0.00030694666,0.000972563,0.0024196843,0.00025323435,0.0014115705,0.0009258938,0.00038977305,0.00193682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010671216,0.0007065813,0.009677843,0.0025602896,0.00031303338,0.00020382617,0.00069195556,0.14649878,0.0791629,0.0243073,0.02130404,0.7135062],"study_design_scores_gemma":[0.000103968545,0.0012655263,0.057477243,0.0004785021,0.0005321765,0.00095862505,0.0021260788,0.5547682,0.19317938,0.011779177,0.1771009,0.00023023419],"about_ca_topic_score_codex":0.002450291,"about_ca_topic_score_gemma":0.0030582352,"teacher_disagreement_score":0.011554053,"about_ca_system_score_codex":0.00049147353,"about_ca_system_score_gemma":0.00052038336,"threshold_uncertainty_score":0.03865218},"labels":[],"label_agreement":null},{"id":"W3022284290","doi":"","title":"Landscape Grading: A Study Guide for the LARE","year":2020,"lang":"en","type":"book","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Geography; Environmental planning; Cartography; Engineering; Civil engineering","score_opus":0.024243034838802767,"score_gpt":0.245420969872132,"score_spread":0.22117793503332922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022284290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019637773,0.0056085316,0.13895991,0.027607758,0.0068411673,0.055187877,0.073707536,0.026355179,0.64609426],"genre_scores_gemma":[0.013761154,0.0050580883,0.16058509,0.011429915,0.00036823156,0.053453103,0.031393163,0.0044157095,0.7195355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749315,0.0010199278,0.0003007128,0.000286267,0.00067183987,0.00022814448],"domain_scores_gemma":[0.9935853,0.001425899,0.00022634765,0.00056830526,0.0036343276,0.00055987295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059727607,0.0012752436,0.0013638813,0.002346213,0.0024731078,0.0030518859,0.0020054374,0.0017072302,0.21861187],"category_scores_gemma":[0.0119469045,0.0015202594,0.0008002399,0.0019304721,0.0008094404,0.0044059344,0.0049008154,0.0039977557,0.17894296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026870424,0.00013263107,0.00024420657,0.00022298055,0.0000012920985,0.000090713715,0.0013497898,0.00007527779,0.00034155982,0.00144402,0.9276316,0.0684391],"study_design_scores_gemma":[0.00002374204,0.00008246981,0.0011860554,0.00036129117,0.0000014931585,0.00017708006,0.0018501813,0.0001289064,0.00020401215,0.0012825006,0.9946801,0.000022200595],"about_ca_topic_score_codex":0.006186994,"about_ca_topic_score_gemma":0.021085305,"teacher_disagreement_score":0.21861187,"about_ca_system_score_codex":0.0021203847,"about_ca_system_score_gemma":0.007182157,"threshold_uncertainty_score":0.73132956},"labels":[],"label_agreement":null},{"id":"W3025096606","doi":"10.1108/inmr-03-2019-0033","title":"Towards the creation of a searchable 3D smart city model","year":2020,"lang":"en","type":"article","venue":"Innovation & Management Review","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Digitization; Computer science; Data science; Robustness (evolution); Mandate; Smart city; Originality; Context (archaeology); Knowledge management; Computer security; Internet of Things","score_opus":0.0722926731324836,"score_gpt":0.29256189439878905,"score_spread":0.22026922126630544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025096606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015374273,0.00088543224,0.94781506,0.0016436628,0.0001387635,0.00021204034,0.0011480341,0.0010138963,0.031768724],"genre_scores_gemma":[0.28525707,0.0026795478,0.69794446,0.00031601643,0.00004115979,0.0006258642,0.0029729726,0.00033898704,0.009823922],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909544,0.00025346546,0.00006897482,0.00015216524,0.0003586096,0.000071338],"domain_scores_gemma":[0.9990608,0.00030562334,0.00009844199,0.00018372996,0.0002773454,0.00007394724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011649678,0.0006957156,0.0006160772,0.0021474632,0.00093316,0.005765219,0.002018743,0.0016323032,0.0055563236],"category_scores_gemma":[0.0028734913,0.00056075805,0.0016432242,0.002582154,0.0018243585,0.0046820557,0.0040028207,0.0010654457,0.0017798414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008535123,0.00006303755,0.0050160526,0.0008959024,0.00009081676,0.00027685994,0.001862651,0.26975155,0.0024879333,0.58575916,0.010559543,0.12315114],"study_design_scores_gemma":[0.000032060474,0.00007104934,0.0017083012,0.0004963051,0.000091217764,0.00036457556,0.0020694698,0.59773725,0.002702657,0.16135141,0.23325086,0.00012492604],"about_ca_topic_score_codex":0.013590727,"about_ca_topic_score_gemma":0.012159919,"teacher_disagreement_score":0.013590727,"about_ca_system_score_codex":0.0022166998,"about_ca_system_score_gemma":0.0034980492,"threshold_uncertainty_score":0.027023256},"labels":[],"label_agreement":null},{"id":"W3025687617","doi":"10.5555/2125164.2125194","title":"Automatic classification of building types in 3D city models","year":2012,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Support vector machine; Classifier (UML); Computer science; Artificial intelligence; Geography; Cartography; Machine learning; Data mining","score_opus":0.032442859927073055,"score_gpt":0.2531209657949586,"score_spread":0.22067810586788553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025687617","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09190095,0.00033155645,0.89690614,0.000121574936,0.00013921007,0.00012218201,0.0019203477,0.005804722,0.0027532948],"genre_scores_gemma":[0.45822555,0.00034422576,0.5333928,0.00006309717,0.00005317836,0.00008503318,0.005462949,0.00029238814,0.0020806883],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993228,0.00008406782,0.000040150884,0.00018665708,0.0002895016,0.00007684494],"domain_scores_gemma":[0.9994967,0.00013715778,0.00004797942,0.0001256225,0.00015930683,0.00003319041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039768123,0.00072061515,0.00084873714,0.003336092,0.0005180513,0.0013905991,0.00078272726,0.00087498315,0.0015581138],"category_scores_gemma":[0.001363358,0.00048641325,0.0013098234,0.001891789,0.00035598557,0.0013296728,0.0010252739,0.0006280991,0.0015920207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029130277,0.00017395327,0.016405841,0.00023855841,0.00012832884,0.00026635962,0.00018459697,0.080310404,0.04413869,0.005235742,0.007567353,0.84505886],"study_design_scores_gemma":[0.000010241467,0.000035975234,0.006436179,0.00003722913,0.00004176337,0.00020892285,0.00009212971,0.96711475,0.015738329,0.004024951,0.006225191,0.0000343818],"about_ca_topic_score_codex":0.0036475724,"about_ca_topic_score_gemma":0.007157392,"teacher_disagreement_score":0.0036475724,"about_ca_system_score_codex":0.0003672654,"about_ca_system_score_gemma":0.00045207143,"threshold_uncertainty_score":0.007252693},"labels":[],"label_agreement":null},{"id":"W3033945531","doi":"10.35784/teka.1728","title":"Developer obligations – land for public purposes in selected countries","year":2018,"lang":"en","type":"article","venue":"Teka Komisji Architektury Urbanistyki i Studiów Krajobrazowych","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operability; Transparency (behavior); Simplicity; Business; Quality (philosophy); Environmental planning; Environmental economics; Computer security; Computer science; Economics; Geography; Software engineering","score_opus":0.02080593407851894,"score_gpt":0.2443581108538516,"score_spread":0.22355217677533265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033945531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512303,0.0011036888,0.0010386981,0.00014402882,0.0000119568585,0.000056101544,0.00066028076,0.000020053112,0.045734886],"genre_scores_gemma":[0.99732447,0.0003059158,0.0007373376,0.000022017179,0.000001337924,0.00002357827,0.00031481797,0.0000072923053,0.0012632231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995644,0.0015716668,0.00039316126,0.00046409268,0.0011946376,0.0007324106],"domain_scores_gemma":[0.9946631,0.0018364722,0.0015293277,0.00043564808,0.0012105451,0.0003249037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033819203,0.00016480737,0.00028036328,0.0031117334,0.00094522047,0.0022191543,0.00038798878,0.0003214767,0.0017988244],"category_scores_gemma":[0.007850717,0.00019118741,0.00026595374,0.0040178616,0.0018184936,0.0016279791,0.002398032,0.00046341767,0.00014084976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005240212,0.00017066047,0.7290464,0.0008017945,0.00014554035,0.0016134273,0.02551112,0.007458072,0.0022302007,0.108635716,0.0030126339,0.12085049],"study_design_scores_gemma":[0.000027277283,0.0002194708,0.8840843,0.00033925526,0.00007248666,0.0009112928,0.038563833,0.0016038624,0.002489956,0.002606688,0.069018774,0.0000628095],"about_ca_topic_score_codex":0.032571424,"about_ca_topic_score_gemma":0.040521637,"teacher_disagreement_score":0.032571424,"about_ca_system_score_codex":0.003837648,"about_ca_system_score_gemma":0.0030418136,"threshold_uncertainty_score":0.064763725},"labels":[],"label_agreement":null},{"id":"W3034946631","doi":"","title":"Land For Sale - Vancouver, British Columbia, Canada V6M 2L1 - Price $0","year":2018,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Agricultural economics; Forestry; Economics","score_opus":0.005614416890236005,"score_gpt":0.1837039533575639,"score_spread":0.1780895364673279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034946631","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013009916,0.00034415166,0.00025868262,0.0002800557,0.00033954647,0.000099820485,0.0073399064,0.00079696614,0.98923993],"genre_scores_gemma":[0.0014757041,0.00017118883,0.00011281414,0.00006239839,0.000009798794,0.000011173394,0.0019142616,0.000251807,0.9959908],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996253,0.000013455358,0.000008357053,0.000057595127,0.00019195356,0.00010323575],"domain_scores_gemma":[0.99895823,0.000044119388,0.000011804669,0.00006676692,0.00061777147,0.00030126964],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002550789,0.0012182734,0.00095517846,0.0015131977,0.004246788,0.0040736166,0.0013237408,0.0013263476,0.88018996],"category_scores_gemma":[0.0012036121,0.0006542871,0.00077476207,0.00270865,0.00065454596,0.0010985385,0.001214848,0.0012280435,0.7264837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007518336,0.000034674453,0.00042456543,0.00008945879,0.0000046094096,0.000049776496,0.000042119816,0.0000877479,0.0004137929,0.000678179,0.95555174,0.042548142],"study_design_scores_gemma":[0.000026863998,0.000025835248,0.0027236713,0.00008955264,0.00000791927,0.00003980007,0.00023238201,0.00013409485,0.00019260975,0.00017910315,0.9963347,0.000013388127],"about_ca_topic_score_codex":0.6193375,"about_ca_topic_score_gemma":0.88406473,"teacher_disagreement_score":0.3806625,"about_ca_system_score_codex":0.0035454237,"about_ca_system_score_gemma":0.0078787785,"threshold_uncertainty_score":0.7658086},"labels":[],"label_agreement":null},{"id":"W3041053309","doi":"10.3390/ijgi9090502","title":"Tools for BIM-GIS Integration (IFC Georeferencing and Conversions): Results from the GeoBIM Benchmark 2019","year":2020,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"H2020 Marie Skłodowska-Curie Actions; H2020 European Research Council","keywords":"CityGML; Benchmark (surveying); Georeference; Interoperability; Computer science; Context (archaeology); Building information modeling; Data integration; 3D city models; Systems engineering; Data conversion; Database; Software engineering; Data mining; Data science; Visualization; Engineering; World Wide Web; Geography; Cartography","score_opus":0.01735441755826316,"score_gpt":0.22493467268600406,"score_spread":0.2075802551277409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041053309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32859978,0.016150339,0.29537973,0.009459246,0.0020441997,0.003104891,0.09009954,0.04860998,0.2065523],"genre_scores_gemma":[0.3306428,0.006042253,0.34275228,0.0010319214,0.0002816683,0.0015441276,0.29581547,0.009048681,0.012840804],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.97373205,0.0054538073,0.0015649624,0.0022231594,0.014841275,0.0021847992],"domain_scores_gemma":[0.978446,0.0038599153,0.00088668644,0.004451472,0.010763393,0.0015924505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02557602,0.0029123044,0.001421022,0.0089194905,0.0015078792,0.008522718,0.0038905996,0.0025741593,0.004792121],"category_scores_gemma":[0.03303573,0.00076530577,0.0018226973,0.010228718,0.0018829824,0.007085729,0.0069831787,0.0028547596,0.0045801667],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021718887,0.0028789772,0.025722677,0.0041402667,0.00039548185,0.0006926322,0.0035907442,0.05460114,0.017110996,0.087476365,0.1652753,0.63594353],"study_design_scores_gemma":[0.00046023604,0.0011955033,0.057048626,0.0036293424,0.00047345948,0.00078126934,0.005367151,0.087499544,0.05104901,0.024939897,0.76707774,0.00047827134],"about_ca_topic_score_codex":0.024969116,"about_ca_topic_score_gemma":0.009497759,"teacher_disagreement_score":0.02557602,"about_ca_system_score_codex":0.004644462,"about_ca_system_score_gemma":0.006057898,"threshold_uncertainty_score":0.13526058},"labels":[],"label_agreement":null},{"id":"W3043103497","doi":"10.1080/10095020.2020.1780956","title":"Exploring the applications of 3D proximity analysis in a 3D digital cadastre","year":2020,"lang":"en","type":"article","venue":"Geo-spatial Information Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"University of Melbourne","keywords":"Cadastre; Easement; Apartment; Computer science; Population; Database; Geography; Engineering; Civil engineering; Cartography; Political science","score_opus":0.035120345688628866,"score_gpt":0.2341548942211375,"score_spread":0.19903454853250863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043103497","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13416673,0.0002982003,0.8583945,0.0001555744,0.000034451372,0.000112087975,0.00047803434,0.0008784958,0.005481828],"genre_scores_gemma":[0.69038427,0.0004971553,0.30701962,0.000032926222,0.000014424665,0.00006173626,0.00044339814,0.000049298233,0.0014971384],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999549,0.00012795803,0.000028514427,0.00009607544,0.0001564456,0.000041999803],"domain_scores_gemma":[0.999488,0.00020702068,0.00007100149,0.00008255819,0.00011731445,0.00003402847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043443558,0.00062487426,0.00033697352,0.0031278296,0.0004788136,0.0017089596,0.0005359902,0.0005864478,0.0017241619],"category_scores_gemma":[0.0016629638,0.00034102463,0.00062622194,0.0023417706,0.00038562383,0.0010405346,0.0014286375,0.00034095813,0.00055998174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016581254,0.00016326897,0.048745066,0.0005333288,0.0001778904,0.0016692932,0.0025726608,0.34571692,0.043199204,0.018894855,0.0026622103,0.5354995],"study_design_scores_gemma":[0.000009150584,0.00008039696,0.01342114,0.00006566918,0.000049202703,0.00062976155,0.0013905532,0.9603648,0.010648979,0.005269473,0.00801607,0.000054773336],"about_ca_topic_score_codex":0.0069298777,"about_ca_topic_score_gemma":0.010061336,"teacher_disagreement_score":0.0069298777,"about_ca_system_score_codex":0.0003858774,"about_ca_system_score_gemma":0.00055052474,"threshold_uncertainty_score":0.013779104},"labels":[],"label_agreement":null},{"id":"W3080628442","doi":"10.5194/isprs-archives-xliii-b4-2020-77-2020","title":"AUTOMATIC ONTOLOGY GENERATION OF BIM AND GIS DATA","year":2020,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Geospatial analysis; Ontology-based data integration; Ontology; Data integration; Information integration; Upper ontology; CityGML; Semantic heterogeneity; Process ontology; Semantic integration; Interoperability; Information retrieval; Data science; Semantic Web; Database; Data mining; World Wide Web; Semantic Web Stack","score_opus":0.04301295372368987,"score_gpt":0.26644306167434506,"score_spread":0.22343010795065518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080628442","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013789104,0.00004446717,0.9752465,0.00015055695,0.00006066817,0.00023629304,0.00094019034,0.0063031884,0.0032290088],"genre_scores_gemma":[0.09980113,0.000110067245,0.8908165,0.000081390244,0.0000132977475,0.00023198397,0.006038917,0.00087207346,0.0020345312],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99696785,0.0006494638,0.00025166108,0.0004170505,0.0015592588,0.00015469489],"domain_scores_gemma":[0.99727696,0.0011351041,0.00016624332,0.00071499305,0.00063179445,0.000074981624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026324515,0.0007908843,0.0006184985,0.0030798935,0.000765529,0.0021128312,0.0011601831,0.0006943624,0.002766922],"category_scores_gemma":[0.0073900325,0.0005374293,0.0015822276,0.0025374189,0.0007007572,0.0023659642,0.0027538368,0.0011423613,0.0011158383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002923219,0.00045336844,0.0057716942,0.00072867837,0.00022307479,0.0013123987,0.002112893,0.05046643,0.04225615,0.124997415,0.026355771,0.74502975],"study_design_scores_gemma":[0.00008603806,0.000061532744,0.0018276001,0.00014618674,0.00009171246,0.00053134863,0.0009892372,0.7196337,0.093809545,0.06943804,0.11329868,0.000086371176],"about_ca_topic_score_codex":0.0046644914,"about_ca_topic_score_gemma":0.0047057946,"teacher_disagreement_score":0.0046644914,"about_ca_system_score_codex":0.0011011779,"about_ca_system_score_gemma":0.0022428317,"threshold_uncertainty_score":0.0139219165},"labels":[],"label_agreement":null},{"id":"W3083049657","doi":"10.5281/zenodo.20829268","title":"holoviz/holoviews: Version 1.13.0","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.03650467464107871,"score_gpt":0.21991146049046223,"score_spread":0.18340678584938352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083049657","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010312106,0.00037047258,0.022306334,0.00035377045,0.00075404125,0.00021582763,0.29550135,0.6666947,0.012772316],"genre_scores_gemma":[0.004260573,0.0003555394,0.020336386,0.0006521963,0.00013585453,0.0007412848,0.64066994,0.31471813,0.01813009],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965587,0.000260861,0.00039411834,0.00095128966,0.001412829,0.00042203482],"domain_scores_gemma":[0.99477565,0.0010241936,0.00027607495,0.0023615486,0.0012479987,0.00031455647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043085036,0.0038332664,0.0026169866,0.004459317,0.0015818246,0.007126714,0.006013868,0.0015073373,0.20639907],"category_scores_gemma":[0.01784161,0.0041617737,0.005098812,0.0048688794,0.0009590724,0.008844454,0.007790876,0.005032989,0.32999617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031046255,0.000037095488,0.0005971495,0.00052088156,0.00006968623,0.000040563897,0.00011108028,0.00022189599,0.0009597547,0.00092053093,0.97470564,0.021505246],"study_design_scores_gemma":[0.00021973296,0.000055380613,0.0023310008,0.00027140047,0.000054471395,0.000105311046,0.00009338677,0.0012992632,0.004441872,0.0039064605,0.9870574,0.00016428353],"about_ca_topic_score_codex":0.010440337,"about_ca_topic_score_gemma":0.011106327,"teacher_disagreement_score":0.20639907,"about_ca_system_score_codex":0.0013146456,"about_ca_system_score_gemma":0.002372105,"threshold_uncertainty_score":0.6904737},"labels":[],"label_agreement":null},{"id":"W3083459625","doi":"10.5194/isprs-annals-vi-4-w1-2020-135-2020","title":"3D VIEWPOINT OPTIMIZATION OF TOPOLOGICAL RELATIONSHIPS: APPLICATION TO 3D CADASTRE FOR VISUAL EASEMENT VALIDATION","year":2020,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Liège; Fonds de recherche du Québec – Nature et technologies; Université Laval","keywords":"Cadastre; Computer science; Visualization; Usability; Human–computer interaction; Easement; Set (abstract data type); Property (philosophy); Relevance (law); Visual analytics; Artificial intelligence; Geography; Cartography","score_opus":0.06804304090286013,"score_gpt":0.3123119921061489,"score_spread":0.2442689512032888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083459625","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41803882,0.00044928605,0.57141596,0.00018636955,0.00004990494,0.00034069637,0.0006877158,0.0024452675,0.006385986],"genre_scores_gemma":[0.7324978,0.00026627185,0.26556876,0.000027324753,0.00000814662,0.00008067231,0.0005328714,0.0002357167,0.0007823956],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988776,0.00054206373,0.00003804575,0.00015278006,0.00032367732,0.00006578921],"domain_scores_gemma":[0.9969727,0.0015434779,0.00021276313,0.0006656141,0.00048007444,0.00012548249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012057384,0.0008958879,0.0005079725,0.0013900932,0.00029772674,0.0016259559,0.0007599428,0.0006409391,0.0045687454],"category_scores_gemma":[0.006725722,0.00033056436,0.0007409923,0.0009587539,0.000398514,0.00073035515,0.0012701446,0.00045945722,0.00068920583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089357316,0.0006018555,0.021713411,0.001204713,0.00016178419,0.00105677,0.0032180566,0.105822355,0.21630947,0.0070023006,0.0030915623,0.6389242],"study_design_scores_gemma":[0.0000872691,0.000899791,0.038920905,0.00024213162,0.000105380335,0.0012477835,0.0019620191,0.8526965,0.08959507,0.0026320184,0.011475503,0.00013570905],"about_ca_topic_score_codex":0.00294573,"about_ca_topic_score_gemma":0.0038861707,"teacher_disagreement_score":0.0045687454,"about_ca_system_score_codex":0.00035957585,"about_ca_system_score_gemma":0.00047947135,"threshold_uncertainty_score":0.015284002},"labels":[],"label_agreement":null},{"id":"W3083698140","doi":"10.5194/isprs-archives-xliv-4-w1-2020-41-2020","title":"MODELLING LAND-USE REGULATION CONFLICTS WITH 3D COMPONENTS TO SUPPORT ISSUING A BUILDING PERMIT","year":2020,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Process (computing); Land use; Context (archaeology); 3D city models; Order (exchange); Computer science; Population; Architectural engineering; Environmental resource management; Business; Civil engineering; Geography; Engineering; Data mining; Environmental science","score_opus":0.031453831125485505,"score_gpt":0.24794482142216193,"score_spread":0.21649099029667643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083698140","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.388495,0.00020020874,0.594988,0.00032759184,0.00005507757,0.0003375462,0.0013660175,0.0010947479,0.013135829],"genre_scores_gemma":[0.89371204,0.00009095605,0.103198364,0.00002079196,0.000006681936,0.0001594016,0.00087818457,0.000076532946,0.001857056],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897814,0.00030615053,0.000102087215,0.00019046028,0.00029603252,0.00012711188],"domain_scores_gemma":[0.9975521,0.0014681778,0.00037249085,0.00027960067,0.00022113342,0.000106486186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013553875,0.00060540426,0.0004182204,0.0010633204,0.0006778135,0.0031550904,0.0011557803,0.0012977485,0.003910007],"category_scores_gemma":[0.004532537,0.0005531183,0.0012491673,0.0012046702,0.0010883434,0.0015419422,0.0015048067,0.000873371,0.00052509864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050530918,0.00004136377,0.008138651,0.000035840127,0.000019798952,0.0001409828,0.0001972565,0.9747284,0.0008020867,0.008695815,0.00025078168,0.006898546],"study_design_scores_gemma":[0.000003565577,0.0000142075305,0.0010628722,0.000007893351,0.000008278585,0.000025367935,0.00010376164,0.99483407,0.0006824664,0.0017542907,0.001494908,0.000008352432],"about_ca_topic_score_codex":0.02050903,"about_ca_topic_score_gemma":0.016735999,"teacher_disagreement_score":0.02050903,"about_ca_system_score_codex":0.0013450128,"about_ca_system_score_gemma":0.0013556818,"threshold_uncertainty_score":0.040779293},"labels":[],"label_agreement":null},{"id":"W3088258465","doi":"","title":"IBPSA Project 1: Update on city quarter and building information modeling","year":2020,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Architectural engineering; Engineering; Geography","score_opus":0.022677438413570245,"score_gpt":0.22569057839004905,"score_spread":0.2030131399764788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088258465","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010778906,0.020917386,0.26218906,0.015466081,0.008214895,0.00081879337,0.36944526,0.060444232,0.25172544],"genre_scores_gemma":[0.030096801,0.0245577,0.29411134,0.002694805,0.0015270471,0.001424654,0.54551935,0.021562953,0.07850541],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99576867,0.00070891617,0.00033064926,0.0004528452,0.0024642802,0.0002746352],"domain_scores_gemma":[0.985025,0.0019014204,0.00047682977,0.0027740346,0.008976039,0.0008466939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064911135,0.002140411,0.0014707757,0.0073442445,0.0010622056,0.0057398966,0.005020671,0.0022235499,0.028457604],"category_scores_gemma":[0.021955235,0.0015153764,0.0021978281,0.01098901,0.00083143474,0.0077169165,0.0048853504,0.0033865694,0.03289475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090811714,0.00009355902,0.0023228517,0.00059432007,0.000094447445,0.000046256017,0.00014658064,0.009543581,0.00053192343,0.012648974,0.7671512,0.20673546],"study_design_scores_gemma":[0.0000142278,0.000009614019,0.0010936594,0.00029523775,0.00003520333,0.000039857405,0.000039297407,0.0045364136,0.0006873635,0.0040528257,0.9891662,0.000030145657],"about_ca_topic_score_codex":0.10965658,"about_ca_topic_score_gemma":0.062097814,"teacher_disagreement_score":0.10965658,"about_ca_system_score_codex":0.0032844828,"about_ca_system_score_gemma":0.009734693,"threshold_uncertainty_score":0.21803659},"labels":[],"label_agreement":null},{"id":"W3092975411","doi":"","title":"Application of Learning Objects for Computer Programming-Based Problem Solving.","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics education; Teaching method; Computer-Assisted Instruction; Educational technology; Computer software; Computer programming; Instructional design; Artificial intelligence; Management science; Human–computer interaction; Multimedia; Psychology; Programming language; Software engineering; Engineering","score_opus":0.0068957865861129985,"score_gpt":0.2002580662382185,"score_spread":0.1933622796521055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092975411","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024009563,0.0010518291,0.93722594,0.00062920165,0.00018155311,0.00031440213,0.0002594987,0.0038256645,0.032502297],"genre_scores_gemma":[0.127987,0.0008177015,0.85800827,0.00013094369,0.000044980658,0.00049504684,0.0005077025,0.0004272317,0.011581077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992735,0.00026305858,0.00006301327,0.00012053388,0.00023459969,0.000045315486],"domain_scores_gemma":[0.99745613,0.00176878,0.000070893904,0.00027585035,0.0003003196,0.00012807905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011535573,0.0006532575,0.00045809124,0.00080635096,0.0005704875,0.0015578965,0.0015610541,0.0007079115,0.0128579475],"category_scores_gemma":[0.008402701,0.00034212184,0.0006234822,0.0010623736,0.0007698591,0.0016450821,0.0026380434,0.0013243852,0.0025436238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024740482,0.00047859922,0.002204665,0.00055745087,0.000064488646,0.00016146741,0.0013808097,0.04329245,0.0051669525,0.078047246,0.010016666,0.85838175],"study_design_scores_gemma":[0.00020220214,0.00045580862,0.0031146815,0.00048257672,0.000109598,0.00047162673,0.0008538322,0.5644346,0.022144463,0.21145327,0.19622014,0.000057172543],"about_ca_topic_score_codex":0.0043598292,"about_ca_topic_score_gemma":0.005166753,"teacher_disagreement_score":0.0128579475,"about_ca_system_score_codex":0.0007496993,"about_ca_system_score_gemma":0.0013618278,"threshold_uncertainty_score":0.04301411},"labels":[],"label_agreement":null},{"id":"W3096460991","doi":"10.1130/abs/2020am-351851","title":"VIRTUAL FIELD TRIPS DELIVERED THROUGH ARCGIS ONLINE: INTEGRATING 3D MODELS, GIGAPANS, VIDEOS, AND OTHER CONTENT IN A WEB BROWSER-BASED APPLICATION","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; TRIPS architecture; Field (mathematics); Web browser; World Wide Web; Web application; The Internet; Database; Multimedia; Computer graphics (images); Operating system","score_opus":0.04368560851193628,"score_gpt":0.24603693077523522,"score_spread":0.20235132226329894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096460991","genre_codex":"software","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08842756,0.00023287752,0.3050482,0.00085571763,0.00029397992,0.0012269004,0.0764845,0.40948358,0.117946655],"genre_scores_gemma":[0.44774225,0.000922234,0.34352663,0.00069806934,0.00017636058,0.0017058864,0.083368465,0.04290028,0.078959696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983346,0.000028482475,0.000013009546,0.000040062212,0.00006861819,0.00001634666],"domain_scores_gemma":[0.9992593,0.00026151154,0.000030271005,0.00015445537,0.00012288471,0.00017156235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005608746,0.0007716093,0.00039154748,0.0017727357,0.00041224307,0.0014553255,0.0008348325,0.00047565906,0.057261918],"category_scores_gemma":[0.0015494219,0.00044669458,0.00046923675,0.0014320443,0.00022724998,0.0015817869,0.0015740073,0.00041751712,0.012357487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011985806,0.00086586626,0.012464099,0.0009184816,0.0002681607,0.0010818003,0.0031930583,0.016228018,0.022283958,0.006520807,0.47915256,0.45582455],"study_design_scores_gemma":[0.0007806916,0.00036319665,0.04890934,0.00048451553,0.00043808078,0.0013950221,0.003569503,0.18091662,0.04027525,0.019500399,0.70292354,0.0004438962],"about_ca_topic_score_codex":0.007314378,"about_ca_topic_score_gemma":0.011349653,"teacher_disagreement_score":0.057261918,"about_ca_system_score_codex":0.0002855533,"about_ca_system_score_gemma":0.0005907456,"threshold_uncertainty_score":0.19156021},"labels":[],"label_agreement":null},{"id":"W3116164275","doi":"10.3390/geomatics1010001","title":"Geomatics—An Open Access Journal","year":2020,"lang":"en","type":"article","venue":"Geomatics","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geomatics; Data science; Computer science; World Wide Web; Geography; Library science; Remote sensing","score_opus":0.11482566743011538,"score_gpt":0.3496529051387068,"score_spread":0.2348272377085914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116164275","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006908154,0.13339378,0.035373446,0.077408515,0.16181758,0.00035260204,0.019404871,0.012099015,0.55324197],"genre_scores_gemma":[0.054443292,0.18982922,0.02768063,0.018454362,0.1091594,0.00024568097,0.030358607,0.00874024,0.56108856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977264,0.00023027117,0.00023862846,0.0003885487,0.0012442026,0.00017200242],"domain_scores_gemma":[0.983095,0.0043851463,0.0014483553,0.002666996,0.005544502,0.0028600225],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0023877737,0.0011649844,0.0011923505,0.006529508,0.0018636077,0.013991524,0.0019062308,0.0030720225,0.24496062],"category_scores_gemma":[0.014694793,0.0005183571,0.00058413914,0.008225506,0.0026688816,0.0077127255,0.0041450723,0.0027101687,0.16011508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063715794,0.00014635478,0.0015874234,0.0012561433,0.000049985065,0.00034581602,0.00010766659,0.0003775542,0.0013469892,0.030998338,0.72865874,0.23506123],"study_design_scores_gemma":[0.0000048563884,0.00001044182,0.00052833545,0.0003709494,0.000008947953,0.00024954026,0.000089321584,0.00019510782,0.00021582528,0.005956309,0.99236053,0.000009895379],"about_ca_topic_score_codex":0.0009460075,"about_ca_topic_score_gemma":0.0009081491,"teacher_disagreement_score":0.9980938,"about_ca_system_score_codex":0.0008376808,"about_ca_system_score_gemma":0.0041441256,"threshold_uncertainty_score":0.81947494},"labels":[],"label_agreement":null},{"id":"W3123116159","doi":"10.1108/ohi-02-2007-b0003","title":"Visualization for Citizen Initiated Public Participation: A Case Study","year":2007,"lang":"en","type":"article","venue":"Open House International","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visualization; Public participation; Negotiation; Scrutiny; Process (computing); Public relations; Public space; Public engagement; Political science; Computer science; Sociology; Engineering; Architectural engineering","score_opus":0.12686932916143662,"score_gpt":0.4018379994365544,"score_spread":0.2749686702751178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123116159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276391,0.00048145172,0.027671969,0.007042442,0.00016509218,0.0009420267,0.00012645038,0.00043135867,0.035500094],"genre_scores_gemma":[0.9754149,0.0004989888,0.01584839,0.00048301287,0.000063393105,0.0006485086,0.000062724204,0.00013265158,0.006847481],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.97128814,0.022915807,0.0005286104,0.001019345,0.0023211618,0.0019269552],"domain_scores_gemma":[0.9594853,0.031823736,0.0018172604,0.003248499,0.0015217772,0.0021033539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017922036,0.000998032,0.0006452475,0.0019307663,0.015422554,0.006640858,0.0030062846,0.008051005,0.0056359353],"category_scores_gemma":[0.032283325,0.0007575506,0.0015269645,0.0021809964,0.007177884,0.004908691,0.008822506,0.004569737,0.0009150176],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025254625,0.0028300474,0.009126415,0.0006182421,0.000047566715,0.033036213,0.8561929,0.0019509171,0.00442439,0.02383185,0.0065161553,0.061172765],"study_design_scores_gemma":[0.00019605491,0.0018978269,0.008781793,0.00063423184,0.0000778325,0.021056773,0.73711425,0.0074956394,0.010880084,0.011077299,0.20055561,0.0002326312],"about_ca_topic_score_codex":0.0037425105,"about_ca_topic_score_gemma":0.0066393483,"teacher_disagreement_score":0.017922036,"about_ca_system_score_codex":0.0031544918,"about_ca_system_score_gemma":0.0036793912,"threshold_uncertainty_score":0.094781876},"labels":[],"label_agreement":null},{"id":"W3152807088","doi":"10.36227/techrxiv.14396390.v1","title":"Competitive Routing on a variant of Delaunay Triangulation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Delaunay triangulation; Constrained Delaunay triangulation; Bowyer–Watson algorithm; Pitteway triangulation; Ruppert's algorithm; Chew's second algorithm; Minimum-weight triangulation; Computer science; Point set triangulation; Mathematics; Mathematical optimization; Theoretical computer science; Distributed computing; Algorithm","score_opus":0.0177334215943897,"score_gpt":0.23682061287465736,"score_spread":0.21908719128026766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152807088","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060941875,0.0001757532,0.98117495,0.00017021317,0.000090981084,0.00008089163,0.000050052462,0.00041382812,0.0117491735],"genre_scores_gemma":[0.19627632,0.00056996907,0.7897383,0.00027390572,0.00014639641,0.00033228344,0.00028140846,0.0003849818,0.011996471],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977717,0.00053033885,0.00010850536,0.000378916,0.0010404837,0.00016999393],"domain_scores_gemma":[0.9985929,0.00049165345,0.00011560283,0.0003107839,0.0004114321,0.0000775929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011676841,0.00056401605,0.0005885266,0.0008712216,0.0007946259,0.0017172244,0.0018727159,0.0010469985,0.006307863],"category_scores_gemma":[0.004401659,0.00046379663,0.00083133334,0.0012916715,0.001259639,0.0023418653,0.0023741347,0.0011412634,0.0014317592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014706553,0.000056626457,0.00060231454,0.00022085765,0.000041338382,0.00027806504,0.0003985676,0.24158457,0.014810521,0.59276664,0.006963872,0.14212953],"study_design_scores_gemma":[0.00004322391,0.0001605813,0.00026997123,0.000050080394,0.000027714661,0.00042469316,0.0001486947,0.77003914,0.006783039,0.14654176,0.07545568,0.0000553478],"about_ca_topic_score_codex":0.0049196407,"about_ca_topic_score_gemma":0.0047128885,"teacher_disagreement_score":0.006307863,"about_ca_system_score_codex":0.0013125938,"about_ca_system_score_gemma":0.0008935414,"threshold_uncertainty_score":0.021101952},"labels":[],"label_agreement":null},{"id":"W3158332669","doi":"10.24908/iqurcp.7761","title":"3-D Visualization of Municipal Regeneration using ArcScene","year":2017,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Visualization; Context (archaeology); Regeneration (biology); Computer science; Scale (ratio); Process management; Construction engineering; Engineering; Geography; Medicine; Cartography; Data mining","score_opus":0.17288493470816657,"score_gpt":0.40445642166234913,"score_spread":0.23157148695418256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158332669","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.279495,0.0012656957,0.49712968,0.0024733518,0.00046709934,0.00048023096,0.007172703,0.025826177,0.18569008],"genre_scores_gemma":[0.76944804,0.0013058707,0.19812573,0.00018103413,0.000057491587,0.0002960013,0.0021154229,0.0013511,0.027119275],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997069,0.00006347986,0.000011810362,0.00003187129,0.0001517397,0.000034246226],"domain_scores_gemma":[0.9996176,0.00016202212,0.000029552353,0.00004961015,0.00010588031,0.000035244007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004679733,0.00044995063,0.0002235246,0.0012472698,0.0004771486,0.0014082319,0.0003793399,0.0005384199,0.015137621],"category_scores_gemma":[0.0013798402,0.00025698045,0.0003959991,0.001231003,0.00030995643,0.0007117613,0.0016152551,0.000755699,0.0013945072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010402629,0.00030564633,0.016703894,0.002023256,0.000117932264,0.0044831163,0.01801733,0.21763495,0.11351489,0.06089034,0.09357093,0.47169745],"study_design_scores_gemma":[0.00011051308,0.00018994564,0.018265061,0.0005990192,0.00006103852,0.0022412818,0.005169003,0.22402273,0.05490282,0.0109972535,0.6831259,0.00031541902],"about_ca_topic_score_codex":0.004579401,"about_ca_topic_score_gemma":0.008005376,"teacher_disagreement_score":0.015137621,"about_ca_system_score_codex":0.0003288171,"about_ca_system_score_gemma":0.0009814481,"threshold_uncertainty_score":0.050640345},"labels":[],"label_agreement":null},{"id":"W3173340992","doi":"10.5194/isprs-annals-v-4-2021-7-2021","title":"PREFACE: TECHNICAL COMMISSION IV","year":2021,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geospatial analysis; Context (archaeology); Spatial analysis; Commission; Human Dimension; Spatial planning; Data science; Geographic information system; Computer science; Geography; Political science; Environmental planning; Cartography; Remote sensing","score_opus":0.039657175937753225,"score_gpt":0.2925985759459723,"score_spread":0.2529414000082191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173340992","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002740103,0.007883947,0.039771732,0.046225745,0.15836829,0.003362634,0.01995857,0.008996644,0.7126923],"genre_scores_gemma":[0.009485694,0.003869286,0.009833191,0.006036067,0.014477997,0.0013456057,0.017694889,0.0031602306,0.93409705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99440634,0.0008572223,0.0005442221,0.000831787,0.0028331561,0.0005272151],"domain_scores_gemma":[0.9818926,0.0012975716,0.00054693845,0.0024958865,0.012347295,0.0014196783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058938754,0.0013367763,0.0009030944,0.0046597077,0.003486365,0.007984164,0.0023400958,0.0029831708,0.3200763],"category_scores_gemma":[0.015916629,0.0008300276,0.0011408221,0.00286073,0.0011901928,0.0051226793,0.004347005,0.0043563987,0.3536356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003570887,0.000027260003,0.00014336908,0.00018202885,0.0000032861699,0.00007197941,0.00012682889,0.00010565568,0.0006199297,0.0054353387,0.94937766,0.04387089],"study_design_scores_gemma":[0.0000033033843,0.000015684478,0.00028488066,0.00012777811,0.0000018086591,0.000041691623,0.00007724073,0.000045620953,0.00028733467,0.0010353903,0.99807215,0.0000071662434],"about_ca_topic_score_codex":0.0062052105,"about_ca_topic_score_gemma":0.002941779,"teacher_disagreement_score":0.3200763,"about_ca_system_score_codex":0.0044481433,"about_ca_system_score_gemma":0.0060745445,"threshold_uncertainty_score":0.96982867},"labels":[],"label_agreement":null},{"id":"W3176100709","doi":"10.3389/fdata.2021.662011","title":"Using 3D CityGML for the Modeling of the Food Waste and Wastewater Generation—A Case Study for the City of Montréal","year":2021,"lang":"en","type":"article","venue":"Frontiers in Big Data","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"CityGML; Workflow; Geospatial analysis; Computer science; 3D city models; Database; Data mining; Geography; Visualization; Cartography","score_opus":0.17780457466886881,"score_gpt":0.2819874273549294,"score_spread":0.10418285268606056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176100709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7252599,0.0006573948,0.15597741,0.002818979,0.00027585335,0.0010128615,0.04359084,0.008465531,0.061941177],"genre_scores_gemma":[0.86291075,0.0006596681,0.10519192,0.00019560807,0.00002168266,0.0004937789,0.0148650855,0.0005899916,0.015071512],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997136,0.000066122164,0.00001493562,0.000055039403,0.00008920658,0.00006104415],"domain_scores_gemma":[0.9996884,0.000106253596,0.000017291977,0.000036665806,0.00010512101,0.00004635682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047060428,0.0008869844,0.00040840774,0.00090028666,0.0013183132,0.0020317566,0.0016560078,0.0009957146,0.0049678846],"category_scores_gemma":[0.00085487694,0.00037945257,0.0012112383,0.0022830323,0.0006739178,0.0006355276,0.00090707076,0.0006916321,0.00066334795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007318477,0.00011060723,0.0115092555,0.00018647456,0.000050801824,0.0007032035,0.0003275216,0.9592786,0.0025931646,0.004731267,0.005364842,0.015071096],"study_design_scores_gemma":[0.00004636126,0.000030507274,0.0058862832,0.000040656952,0.000025820174,0.000050219147,0.00061108655,0.9686451,0.0031741778,0.0012626814,0.020167034,0.000060034276],"about_ca_topic_score_codex":0.7241335,"about_ca_topic_score_gemma":0.76566005,"teacher_disagreement_score":0.2758665,"about_ca_system_score_codex":0.0071257725,"about_ca_system_score_gemma":0.0051559797,"threshold_uncertainty_score":0.55498224},"labels":[],"label_agreement":null},{"id":"W3188976008","doi":"","title":"Redressing the Municipal Affairs with Digital Spatial Data Towards Responsible Land Governance","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Land administration; Corporate governance; Spatial data infrastructure; Zoning; Land use; Spatial analysis; Spatial planning; Environmental planning; Environmental resource management; Business; Public administration; Geography; Political science; Law; Civil engineering; Engineering; Economics; Remote sensing","score_opus":0.013265970447387797,"score_gpt":0.22539500992318814,"score_spread":0.21212903947580034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188976008","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12830599,0.001979161,0.4910712,0.071926154,0.00058416324,0.0005532957,0.0013759545,0.0013745379,0.30282953],"genre_scores_gemma":[0.8408109,0.0011599553,0.12311815,0.0019748195,0.00012757264,0.00018587147,0.0006884962,0.00018287028,0.031751323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99096465,0.0038490708,0.0006072315,0.0009587209,0.002758696,0.0008616577],"domain_scores_gemma":[0.98667186,0.0029212616,0.0013628072,0.00570925,0.0026089475,0.00072596286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010186428,0.00025912514,0.00038292914,0.0019599362,0.003012412,0.015588945,0.0014139573,0.0010252285,0.003711567],"category_scores_gemma":[0.020825643,0.00036400833,0.00038934674,0.0054744566,0.010056128,0.008563344,0.008291469,0.0018841514,0.00075509713],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001786707,0.00002704078,0.011558208,0.00013908395,0.000019126895,0.00020587645,0.016605966,0.0033415726,0.00074452267,0.8539314,0.015786067,0.0976233],"study_design_scores_gemma":[0.000012138949,0.00002072433,0.006194579,0.00034200316,0.00002886132,0.00012640537,0.01433933,0.006330007,0.0016017936,0.20574908,0.76521486,0.00004016141],"about_ca_topic_score_codex":0.11225655,"about_ca_topic_score_gemma":0.1451439,"teacher_disagreement_score":0.11225655,"about_ca_system_score_codex":0.011677315,"about_ca_system_score_gemma":0.023960568,"threshold_uncertainty_score":0.22320628},"labels":[],"label_agreement":null},{"id":"W3197220749","doi":"10.5194/isprs-annals-viii-4-w1-2021-81-2021","title":"INCEPTION OF HARMONISING DATA SILOS AND URBAN SIMULATION TOOLS USING 3D CITY MODELS FOR SUSTAINABLE MANAGEMENT OF THE URBAN FOOD WATER AND ENERGY RESOURCES","year":2021,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Concordia University; Belmont Forum; European Commission; New York Institute of Technology; Bundesministerium für Bildung und Forschung; Joint Programming Initiative Urban Europe; City University of New York","keywords":"Business; CityGML; Work (physics); Environmental planning; Action plan; Urban planning; Environmental economics; Geography; Computer science; Civil engineering; Engineering; Visualization; Economics","score_opus":0.10169884459517309,"score_gpt":0.29598112015857,"score_spread":0.1942822755633969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197220749","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10471381,0.0003028407,0.8586152,0.0019626727,0.00025081105,0.0007956158,0.0024714286,0.00790816,0.022979446],"genre_scores_gemma":[0.38370335,0.00038986778,0.60512614,0.000279844,0.000029744739,0.000672275,0.004836774,0.0015066916,0.003455352],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969994,0.0015174156,0.00020227383,0.00028148203,0.00084702106,0.00015241907],"domain_scores_gemma":[0.99365705,0.0018317492,0.00031935505,0.0025427477,0.0012772264,0.00037179762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0093740765,0.0007875031,0.00059318496,0.001568902,0.000677313,0.0037057241,0.0017007452,0.0011651104,0.003086578],"category_scores_gemma":[0.008910205,0.0007279835,0.0016603447,0.0014860668,0.0012950345,0.00297723,0.0044915434,0.0018046114,0.0010655893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002562061,0.000595018,0.013288135,0.000605592,0.00028201749,0.0003601332,0.00399954,0.75062835,0.012796972,0.043557428,0.009608362,0.16402222],"study_design_scores_gemma":[0.000052933177,0.00010843774,0.0028900178,0.00032233435,0.000048515605,0.00006956581,0.0013450312,0.87137514,0.01097434,0.011586201,0.10114463,0.00008293636],"about_ca_topic_score_codex":0.007390558,"about_ca_topic_score_gemma":0.010081051,"teacher_disagreement_score":0.0093740765,"about_ca_system_score_codex":0.0014068105,"about_ca_system_score_gemma":0.002960638,"threshold_uncertainty_score":0.049575448},"labels":[],"label_agreement":null},{"id":"W3202504845","doi":"10.5194/isprs-archives-xlvi-4-w4-2021-1-2021","title":"Preface: 3D GeoInfo 2021","year":2021,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Technical University of Athens; Karabük Üniversitesi; Universiteit Antwerpen; Technische Universität Berlin; Universidade de Vigo; Aristotle University of Thessaloniki; Université de Genève; Universidade de Coimbra; Technische Universität Braunschweig; Lunds Universitet; Aalborg Universitet; Technische Universiteit Delft; University College Dublin; Universiti Teknologi Malaysia; Carnegie Mellon University; National University of Singapore; University College London; University of Limerick; York University; National and Kapodistrian University of Athens; Oregon State University; University of Twente; Université Laval","keywords":"Data management; Usability; Computer science; Geographic information system; Data science; Geography; Remote sensing; Database; Human–computer interaction","score_opus":0.014268004758610522,"score_gpt":0.2421799473442773,"score_spread":0.22791194258566677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202504845","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015889845,0.0104857655,0.012350961,0.046211965,0.47359216,0.0016100626,0.02578732,0.005066458,0.42330635],"genre_scores_gemma":[0.009121686,0.008274794,0.004661842,0.009587958,0.11654559,0.0009920207,0.022176296,0.0041874507,0.82445234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976502,0.000337997,0.00024781437,0.00026569466,0.001338225,0.0001600344],"domain_scores_gemma":[0.9777615,0.0022112143,0.00080234057,0.0012127772,0.0152510125,0.0027610895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00422785,0.0017927301,0.0009929679,0.006184623,0.0024070858,0.010702039,0.0016268007,0.0024310874,0.3368656],"category_scores_gemma":[0.013123432,0.0006096523,0.0009289149,0.0042092414,0.00068364665,0.0039156345,0.0026842032,0.0034731205,0.23775223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027786999,0.0000112449425,0.00004540247,0.000103437545,0.0000014136805,0.000034699482,0.00002190371,0.000060305993,0.0001498128,0.00071218814,0.98353714,0.015294647],"study_design_scores_gemma":[0.000005776719,0.00002051328,0.00030159773,0.000109007306,0.0000016450336,0.000041749787,0.00004129476,0.00006540086,0.00013154134,0.00046806774,0.9988061,0.0000072395915],"about_ca_topic_score_codex":0.004519106,"about_ca_topic_score_gemma":0.0029949667,"teacher_disagreement_score":0.3368656,"about_ca_system_score_codex":0.0022769254,"about_ca_system_score_gemma":0.0030735692,"threshold_uncertainty_score":0.9458807},"labels":[],"label_agreement":null},{"id":"W3203587592","doi":"","title":"Guide canadien de conception géométrique des routes : Chapitre 10 – Échangeurs","year":2017,"lang":"fr","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.029336626592217193,"score_gpt":0.2713848661779646,"score_spread":0.2420482395857474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203587592","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029932426,0.0060917144,0.91698027,0.0017491068,0.0006794694,0.00016964311,0.0020043275,0.003379404,0.06595281],"genre_scores_gemma":[0.026231285,0.010783028,0.851639,0.0007789239,0.0003838324,0.0004679053,0.005021405,0.0020922162,0.10260235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838006,0.00031878854,0.00008831584,0.00031220936,0.00082322286,0.00007736838],"domain_scores_gemma":[0.9991179,0.00027989407,0.00002108111,0.00020631088,0.00032180545,0.000052931486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014306831,0.0019624217,0.001916886,0.0028025203,0.0015876588,0.0073274523,0.00261014,0.0032472492,0.032939635],"category_scores_gemma":[0.002581739,0.0014487099,0.0027167613,0.00222744,0.0020933691,0.003284912,0.0023930613,0.0086887255,0.022512274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077118,0.000114137256,0.0007816494,0.0011912469,0.00014198312,0.000788948,0.0017066948,0.039056875,0.007203048,0.693633,0.048658513,0.20664677],"study_design_scores_gemma":[0.000026400598,0.000021590819,0.0006020352,0.00029037794,0.000020464951,0.00050483394,0.0003750695,0.022244418,0.002642894,0.09144676,0.8817583,0.00006696078],"about_ca_topic_score_codex":0.05270668,"about_ca_topic_score_gemma":0.051032018,"teacher_disagreement_score":0.94729334,"about_ca_system_score_codex":0.0031117199,"about_ca_system_score_gemma":0.0031207039,"threshold_uncertainty_score":0.11019409},"labels":[],"label_agreement":null},{"id":"W3203760668","doi":"10.5194/isprs-archives-xlvi-4-w4-2021-97-2021","title":"ROOM-BASED ENERGY DEMAND CLASSIFICATION OF BIM DATA USING GRAPH SUPERVISED LEARNING","year":2021,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Building information modeling; Computer science; Retrofitting; Graph; Visualization; Energy consumption; Data mining; Machine learning; Range (aeronautics); Data science; Engineering; Theoretical computer science","score_opus":0.03297467405608045,"score_gpt":0.2622154756147437,"score_spread":0.22924080155866322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203760668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6782609,0.00041898308,0.30575037,0.00030937124,0.00018682606,0.00017424404,0.005084878,0.004029753,0.005784666],"genre_scores_gemma":[0.94392353,0.00009648676,0.04769039,0.00003870157,0.000034018947,0.000084722466,0.0063044247,0.000089506015,0.0017381653],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995571,0.00008622523,0.000025818988,0.00015224816,0.00011159672,0.00006687956],"domain_scores_gemma":[0.99943525,0.00017075935,0.000053622578,0.00011507223,0.00017996626,0.000045221965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048611106,0.0008598075,0.0007683017,0.0029868009,0.00026133005,0.0007770479,0.0008537316,0.0007164071,0.0026161901],"category_scores_gemma":[0.0012332258,0.00019179012,0.0008696105,0.0021178962,0.00029387476,0.00089840655,0.00063034345,0.00050172466,0.0012462676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008991283,0.0011274929,0.05842945,0.0003358929,0.00024776722,0.0002866432,0.00015575405,0.41831505,0.0126788905,0.0026531788,0.01258862,0.4922821],"study_design_scores_gemma":[0.0000065739923,0.000030272824,0.0059882323,0.0000072627067,0.0000129764585,0.000027352244,0.00007120777,0.9900771,0.0022070438,0.0009313591,0.0006299947,0.000010660949],"about_ca_topic_score_codex":0.0057048523,"about_ca_topic_score_gemma":0.008360936,"teacher_disagreement_score":0.0057048523,"about_ca_system_score_codex":0.0005823472,"about_ca_system_score_gemma":0.00046739375,"threshold_uncertainty_score":0.0113433},"labels":[],"label_agreement":null},{"id":"W3203972802","doi":"10.5194/isprs-annals-viii-4-w2-2021-175-2021","title":"DESIGN AND EVALUATION OF A BIM-GIS INTEGRATED INFORMATION MODEL USING RDF GRAPH DATABASE","year":2021,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; SPARQL; RDF; Database; Building information modeling; Workflow; Graph database; Information retrieval; Graph; Data mining; Semantic Web; Theoretical computer science; Engineering","score_opus":0.11079498975481453,"score_gpt":0.32561721075569744,"score_spread":0.2148222210008829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203972802","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082407765,0.00020446985,0.88596153,0.0010752303,0.00012603607,0.0019885579,0.0023394623,0.015152236,0.010744668],"genre_scores_gemma":[0.31005287,0.00024947058,0.67685217,0.00029258514,0.000013309245,0.0009860916,0.0070670554,0.0006603539,0.0038261202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99649197,0.001025165,0.00035161947,0.0004908685,0.0014987058,0.00014173245],"domain_scores_gemma":[0.9976235,0.0004682788,0.000112152964,0.00063444645,0.0010133041,0.00014833192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057407427,0.0004995779,0.0005640655,0.0016269541,0.00089436036,0.0033738457,0.0027475294,0.00079560705,0.0031937244],"category_scores_gemma":[0.006138741,0.00041706781,0.00091620453,0.001313979,0.0007151695,0.0036251922,0.0018334874,0.00073900475,0.0009086615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001911903,0.0019484288,0.01912222,0.0016059452,0.0004998782,0.0019008835,0.0018803347,0.34472102,0.0770261,0.1853817,0.030748695,0.33325282],"study_design_scores_gemma":[0.00020166807,0.00030263455,0.0020358704,0.000121250065,0.0001563977,0.00024388297,0.000602824,0.88733333,0.053220984,0.011302983,0.044403795,0.000074371805],"about_ca_topic_score_codex":0.014367358,"about_ca_topic_score_gemma":0.010176528,"teacher_disagreement_score":0.014367358,"about_ca_system_score_codex":0.0018852807,"about_ca_system_score_gemma":0.0031578839,"threshold_uncertainty_score":0.030360341},"labels":[],"label_agreement":null},{"id":"W3204032577","doi":"10.5194/isprs-annals-viii-4-w2-2021-113-2021","title":"3D CITYLUR: MODELLING 3D CITY LAND-USE REGULATIONS TO SUPPORT ISSUING A PLANNING PERMIT","year":2021,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Environment, Land, Water and Planning, State Government of Victoria","keywords":"3D city models; Computer science; Representation (politics); Key (lock); Process (computing); Level of detail; Scale (ratio); Boundary (topology); Seven Management and Planning Tools; Semantics (computer science); Operations research; Data mining; Geography; Artificial intelligence; Engineering; Mathematics; Cartography; Operations management; Programming language","score_opus":0.08688525630104617,"score_gpt":0.3091510397958174,"score_spread":0.22226578349477122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204032577","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06835311,0.00026567644,0.87985086,0.00046117592,0.00012842545,0.00046914967,0.006432903,0.021787068,0.022251677],"genre_scores_gemma":[0.45391715,0.0006172039,0.5213286,0.00016084181,0.000024453431,0.00063421717,0.010548507,0.0021507675,0.010618202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995084,0.00012564949,0.000040680956,0.000095672534,0.00017932837,0.000050382816],"domain_scores_gemma":[0.99956113,0.00017510816,0.00004618647,0.00010722261,0.00008354401,0.00002676514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006634437,0.0010757666,0.0006227155,0.0012287286,0.0005556592,0.00280919,0.0014366343,0.0015617075,0.011646637],"category_scores_gemma":[0.0015427939,0.00070095184,0.0019352739,0.0009018441,0.00079165224,0.0012253772,0.0018456965,0.00083297945,0.0029802478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017510515,0.00015168155,0.005311041,0.0005663611,0.00010360329,0.0008740365,0.0012455685,0.8677971,0.009920533,0.02609983,0.011005767,0.076749444],"study_design_scores_gemma":[0.000022276294,0.000034198853,0.0010935281,0.000055165125,0.000024446388,0.00015720508,0.00024028085,0.9576491,0.004360416,0.0028556967,0.03345333,0.000054329088],"about_ca_topic_score_codex":0.01490394,"about_ca_topic_score_gemma":0.023217695,"teacher_disagreement_score":0.01490394,"about_ca_system_score_codex":0.0007066867,"about_ca_system_score_gemma":0.0011451653,"threshold_uncertainty_score":0.038961828},"labels":[],"label_agreement":null},{"id":"W3204630500","doi":"10.5194/isprs-archives-xlvi-4-w4-2021-137-2021","title":"A FIRST ATTEMPT TO DEFINE LEVEL OF DETAILS BASED ON DECISION-MAKING TASKS: APPLICATION TO UNDERGROUND UTILITY NETWORK","year":2021,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"CityGML; Computer science; Relevance (law); Visualization; Key (lock); Process (computing); Data mining; Artificial intelligence; Machine learning; Programming language","score_opus":0.027671100851706338,"score_gpt":0.27030907937423676,"score_spread":0.2426379785225304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204630500","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17189355,0.00028504705,0.8059938,0.0005685367,0.000038531995,0.00044484102,0.00045824097,0.0009725269,0.019344913],"genre_scores_gemma":[0.5205377,0.00020446975,0.476305,0.0000364734,0.000008550397,0.00015491492,0.0002642981,0.00010065971,0.0023878494],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989213,0.00048185387,0.000073107294,0.00016153757,0.00029389226,0.00006834865],"domain_scores_gemma":[0.9957873,0.0028360817,0.0002448369,0.00047456127,0.0004909398,0.00016617413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014566275,0.0007105864,0.00047290922,0.001237796,0.00071570766,0.0024177502,0.0008030518,0.0008629124,0.00473181],"category_scores_gemma":[0.006638399,0.00028852173,0.0008980078,0.0016287218,0.0007832902,0.0019445996,0.0018301951,0.0009281196,0.00051163795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009818142,0.0011302746,0.03454424,0.002172197,0.00014801789,0.0010074358,0.0145513695,0.17950255,0.046394616,0.14003138,0.0058925403,0.57364357],"study_design_scores_gemma":[0.0000657287,0.00039121957,0.015037144,0.0002698559,0.0001223569,0.0004426531,0.0060304487,0.8792303,0.017126411,0.045219317,0.035920013,0.00014453744],"about_ca_topic_score_codex":0.007597391,"about_ca_topic_score_gemma":0.0073744426,"teacher_disagreement_score":0.007597391,"about_ca_system_score_codex":0.0012266214,"about_ca_system_score_gemma":0.0009871479,"threshold_uncertainty_score":0.015829444},"labels":[],"label_agreement":null},{"id":"W3206203320","doi":"","title":"michigan.WEBMERC.OWN_PY_DNR_LEASES","year":2013,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Lease; Business; Section (typography); Geography; Finance; Advertising; Archaeology","score_opus":0.0034494580306279675,"score_gpt":0.15402487778590634,"score_spread":0.15057541975527838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206203320","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011671843,0.00023455129,0.0028028043,0.0010437599,0.00016248737,0.00009352817,0.23782757,0.041463293,0.7152048],"genre_scores_gemma":[0.008422489,0.0005267405,0.0055308063,0.0010065322,0.000120162586,0.00018492043,0.19848871,0.022359526,0.7633602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996141,0.000036678266,0.000021350503,0.00007178968,0.00020569022,0.000050328454],"domain_scores_gemma":[0.9975231,0.0003405295,0.00012877771,0.0005821855,0.0010718983,0.00035349577],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005167787,0.0007576589,0.0005852576,0.0025557617,0.00077835226,0.0030915784,0.0015844014,0.0009151641,0.74444455],"category_scores_gemma":[0.0030765615,0.0006401577,0.00042773297,0.0042011966,0.00024253859,0.0030778034,0.0018421157,0.0008947474,0.70968354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016922291,0.000021278753,0.0003902586,0.000060950897,0.0000028283923,0.000016517743,0.000024576979,0.00005670996,0.00012505562,0.0005704502,0.9672965,0.031418],"study_design_scores_gemma":[0.000007653013,0.0000036935908,0.0009658299,0.00003441668,0.0000024213368,0.000023954004,0.000029051456,0.00022365597,0.0003652849,0.00046101733,0.9978734,0.000009733256],"about_ca_topic_score_codex":0.025252787,"about_ca_topic_score_gemma":0.043544013,"teacher_disagreement_score":0.25555545,"about_ca_system_score_codex":0.0009316879,"about_ca_system_score_gemma":0.00097586546,"threshold_uncertainty_score":0.36451882},"labels":[],"label_agreement":null},{"id":"W3207287378","doi":"10.17605/osf.io/upfxj","title":"Weather files-building simulations","year":2019,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meteorology; Computer science; Environmental science; Geography","score_opus":0.010432636765191539,"score_gpt":0.24060475228228673,"score_spread":0.23017211551709518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207287378","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008353189,0.00008336571,0.02099722,0.00025561656,0.00026067902,0.00033360565,0.82593215,0.11081736,0.03296689],"genre_scores_gemma":[0.044115536,0.00029575886,0.036681656,0.00024105482,0.00006624425,0.0008475044,0.8625589,0.039116256,0.016077077],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943894,0.000055475735,0.00004562004,0.00008148116,0.00026384945,0.000114552786],"domain_scores_gemma":[0.99793905,0.00041882996,0.00006550675,0.00047450306,0.00092761184,0.00017448736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008774478,0.001905567,0.0009993917,0.0014471146,0.0009749983,0.0015805095,0.004078659,0.0013680618,0.14908464],"category_scores_gemma":[0.0036971325,0.0014536005,0.0013458559,0.0026743882,0.0003798878,0.0018377345,0.0009804938,0.0018640964,0.04653331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034219763,0.00018817991,0.0036190806,0.00049789797,0.000116940995,0.00015477058,0.0002447256,0.056762155,0.0021752343,0.004333243,0.90650284,0.025062658],"study_design_scores_gemma":[0.0016113343,0.000059228023,0.0089406585,0.0001774295,0.000113526505,0.00013257387,0.00027657868,0.23057471,0.016388394,0.00820524,0.733283,0.00023729562],"about_ca_topic_score_codex":0.17040004,"about_ca_topic_score_gemma":0.24342552,"teacher_disagreement_score":0.17040004,"about_ca_system_score_codex":0.0018790424,"about_ca_system_score_gemma":0.0029793978,"threshold_uncertainty_score":0.4987378},"labels":[],"label_agreement":null},{"id":"W3207603721","doi":"","title":"Geodetic methods of 3D data collection","year":2007,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Geodesy; Data collection; Geology; Computer science; Mathematics; Statistics","score_opus":0.35693780691846205,"score_gpt":0.5977644981720488,"score_spread":0.24082669125358674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207603721","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006968119,0.0027364814,0.9810322,0.00022907995,0.00033314028,0.00016037474,0.00088813185,0.0007840846,0.013139753],"genre_scores_gemma":[0.042333316,0.007216742,0.9339133,0.00024740535,0.00041444178,0.0008616671,0.0020182973,0.00045938094,0.0125354845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948547,0.001232011,0.00039883464,0.0007984528,0.0026018398,0.000114104805],"domain_scores_gemma":[0.99798715,0.0004957269,0.0001813322,0.0006345119,0.00066332676,0.000037908227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019997424,0.001122337,0.0009561946,0.004826926,0.00073555775,0.0038936352,0.0022990666,0.0008294086,0.01090583],"category_scores_gemma":[0.004642326,0.00064865476,0.001166918,0.008067633,0.0018387213,0.0018675367,0.002619569,0.0013056216,0.0067945286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058920526,0.000050771603,0.0020117718,0.001499,0.00010729597,0.00013869898,0.0007882886,0.012574968,0.0070691565,0.30712813,0.02281191,0.64576113],"study_design_scores_gemma":[0.000043718283,0.000105765,0.003790308,0.00062194583,0.00009065232,0.0013174757,0.0007477691,0.07515775,0.016462848,0.16958244,0.73191255,0.0001667862],"about_ca_topic_score_codex":0.0026854593,"about_ca_topic_score_gemma":0.0025718696,"teacher_disagreement_score":0.01090583,"about_ca_system_score_codex":0.000985889,"about_ca_system_score_gemma":0.001710611,"threshold_uncertainty_score":0.036483645},"labels":[],"label_agreement":null},{"id":"W3208121214","doi":"10.1007/s00550-021-00519-3","title":"Automatic energy demand and system simulation at district level","year":2021,"lang":"en","type":"article","venue":"NachhaltigkeitsManagementForum | Sustainability Management Forum","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Bundesministerium für Wirtschaft und Energie","keywords":"Scope (computer science); Work (physics); Computer science; Renewable energy; Sustainability; Environmental economics; Transferability; Heuristic; Supply and demand; Operations research; Engineering","score_opus":0.00929625817984673,"score_gpt":0.22431531325537876,"score_spread":0.21501905507553204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208121214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75641924,0.000105318475,0.21467285,0.0002586251,0.00007322396,0.00017230284,0.0031389531,0.0028610667,0.022298416],"genre_scores_gemma":[0.9820077,0.000027083173,0.015627857,0.000012627523,0.000004278863,0.00008801953,0.0004910993,0.000059819864,0.0016814634],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997553,0.00008860094,0.000014768991,0.000044043987,0.00004995866,0.000047332396],"domain_scores_gemma":[0.9991417,0.0005989643,0.000045610646,0.00008394571,0.00009522643,0.000034492146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040353386,0.0004319705,0.0007372245,0.0005805267,0.0005266816,0.0011176569,0.0007230896,0.0010519836,0.007017276],"category_scores_gemma":[0.0012436694,0.0003648381,0.0005972852,0.00097004947,0.0004279948,0.0005574631,0.00077772455,0.0007679822,0.0005412205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028904398,0.00002288928,0.00066003884,0.000015804626,0.0000059647878,0.000015393774,0.000020781785,0.99634594,0.00041559187,0.00071753794,0.00010036001,0.0016507448],"study_design_scores_gemma":[0.0000058172204,0.0000067897827,0.00015749702,0.000001175165,0.0000015481235,0.0000017666067,0.0000105460995,0.99901116,0.00029230386,0.00030887988,0.0002002647,0.0000022917627],"about_ca_topic_score_codex":0.017183367,"about_ca_topic_score_gemma":0.011317035,"teacher_disagreement_score":0.017183367,"about_ca_system_score_codex":0.00093006884,"about_ca_system_score_gemma":0.00082626904,"threshold_uncertainty_score":0.034166694},"labels":[],"label_agreement":null},{"id":"W3209817246","doi":"10.5281/zenodo.3985105","title":"marcus-ludwig/OpenMS: OpenMS 2.4.0 with ZODIAC workflow modifications","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workflow; Computer science; Database","score_opus":0.039512688759647696,"score_gpt":0.21635688871388775,"score_spread":0.17684419995424006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209817246","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044985926,0.00081771327,0.19340752,0.00035833492,0.000452332,0.00043682905,0.12511575,0.6686753,0.006237703],"genre_scores_gemma":[0.017623551,0.0007908902,0.20882288,0.0010262256,0.00017425948,0.002852332,0.23655578,0.5162112,0.015942892],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743336,0.00029667025,0.0002868754,0.0009246958,0.0007681447,0.00029024787],"domain_scores_gemma":[0.9971937,0.0009116473,0.00019883543,0.00080629636,0.00069196837,0.00019747614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048110904,0.0035350227,0.002450558,0.00436538,0.0015496528,0.0047399714,0.0039329333,0.0023037372,0.11104994],"category_scores_gemma":[0.009679006,0.0036716594,0.0027371503,0.0020584213,0.0008593283,0.0029882938,0.004391634,0.00457162,0.14257833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038619363,0.00022002876,0.005013487,0.0049681542,0.0009907221,0.0008943406,0.0013394763,0.0036384312,0.086776204,0.01038621,0.7518901,0.13002095],"study_design_scores_gemma":[0.000331468,0.00010056039,0.0036413046,0.0004805598,0.00019648272,0.0006678943,0.00017723077,0.009125491,0.07915812,0.014148455,0.89147085,0.0005015228],"about_ca_topic_score_codex":0.002968751,"about_ca_topic_score_gemma":0.0025592565,"teacher_disagreement_score":0.11104994,"about_ca_system_score_codex":0.0011329359,"about_ca_system_score_gemma":0.0023417897,"threshold_uncertainty_score":0.37149912},"labels":[],"label_agreement":null},{"id":"W3215516035","doi":"10.1016/j.enbuild.2021.111706","title":"Characterizing and structuring urban GIS data for housing stock energy modelling and retrofitting","year":2021,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Horizon 2020; Horizon 2020 Framework Programme; Natural Resources Canada; Canada Excellence Research Chairs, Government of Canada; HORIZON EUROPE Framework Programme; Bundesministerium für Bildung und Forschung","keywords":"CityGML; 3D city models; Computer science; Workflow; Geographic information system; Spatial analysis; Rendering (computer graphics); Geospatial analysis; Built environment; Database; Data science; Data mining; Visualization; Civil engineering; Engineering; Cartography; Geography; Remote sensing","score_opus":0.023637141954447213,"score_gpt":0.22184296643373644,"score_spread":0.19820582447928922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215516035","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41403475,0.00034635497,0.54643357,0.0005045307,0.000074649506,0.0003452262,0.02553721,0.0074814176,0.0052422453],"genre_scores_gemma":[0.7178616,0.00024059419,0.24503419,0.00006032548,0.000014661134,0.00019529264,0.034909762,0.00052393,0.0011597314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943966,0.0000960554,0.00006443285,0.00012123738,0.00021641259,0.000062195],"domain_scores_gemma":[0.99878186,0.000367175,0.00012237561,0.00032754787,0.00036461776,0.000036479374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007069578,0.0007397337,0.00058469584,0.002893945,0.00042420934,0.0018099069,0.00086166593,0.00069678953,0.0013382789],"category_scores_gemma":[0.0036851172,0.0005076876,0.00082362816,0.0032483602,0.0004018971,0.0015236246,0.0012166735,0.00056633,0.00084497285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025064877,0.00048035948,0.111492835,0.00048107377,0.00018237294,0.00044926786,0.001222241,0.5730909,0.026382847,0.014544861,0.011791385,0.25963116],"study_design_scores_gemma":[0.0000075913777,0.000022029086,0.011561486,0.000035826677,0.000025790714,0.00007598334,0.00064019556,0.9602596,0.012989498,0.004819765,0.009538463,0.00002374559],"about_ca_topic_score_codex":0.016867451,"about_ca_topic_score_gemma":0.03899658,"teacher_disagreement_score":0.016867451,"about_ca_system_score_codex":0.0007232926,"about_ca_system_score_gemma":0.0010827921,"threshold_uncertainty_score":0.03353858},"labels":[],"label_agreement":null},{"id":"W32354470","doi":"10.1016/j.ygyno.2020.04.693","title":"The Structure of Reality in a Cadaster","year":2000,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hamilton Health Sciences","keywords":"Cadastre; Social reality; Construct (python library); Field (mathematics); Computer science; Political science; Epistemology; Mathematics; Philosophy; Law","score_opus":0.012315868577631638,"score_gpt":0.26021865333292055,"score_spread":0.2479027847552889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W32354470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8300334,0.0010904787,0.00984731,0.003957072,0.000081913175,0.000057481895,0.0011552271,0.000069251684,0.15370795],"genre_scores_gemma":[0.990159,0.0004122315,0.0021942318,0.00007894717,0.0000051736874,0.000009261314,0.00019463988,0.000015612624,0.0069309813],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995369,0.00017685769,0.00001961397,0.00006359418,0.00011160457,0.00009140366],"domain_scores_gemma":[0.999283,0.00014459706,0.00016987255,0.00011771824,0.00015605398,0.00012880798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047373123,0.00020509372,0.00012944764,0.0015861796,0.0042176824,0.0042760866,0.00063444674,0.0004887079,0.011479262],"category_scores_gemma":[0.0023230542,0.00022452787,0.00025081827,0.0015870482,0.007935764,0.0013921864,0.0035479192,0.0005123197,0.00066736183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029404013,0.000054943415,0.23494226,0.0002625045,0.00010841604,0.0068583386,0.34926897,0.007000514,0.0048993467,0.27133718,0.0106217945,0.11435171],"study_design_scores_gemma":[0.000019015744,0.00012998846,0.27186385,0.0006357843,0.00011914448,0.004093195,0.4315038,0.004757803,0.0008458635,0.03790319,0.24800888,0.00011944666],"about_ca_topic_score_codex":0.4558538,"about_ca_topic_score_gemma":0.6590516,"teacher_disagreement_score":0.4558538,"about_ca_system_score_codex":0.0070033153,"about_ca_system_score_gemma":0.0044525815,"threshold_uncertainty_score":0.90640086},"labels":[],"label_agreement":null},{"id":"W33605895","doi":"10.2196/22277","title":"Video imaging in turbid water","year":2008,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Remote sensing; Seabed; Geology; Scale (ratio); Sonar; Computer science; Geography; Artificial intelligence; Cartography; Oceanography","score_opus":0.011522030062689472,"score_gpt":0.2658456712955234,"score_spread":0.2543236412328339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W33605895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5381488,0.0040064063,0.32528228,0.005349463,0.0012820212,0.00088188524,0.013964094,0.0047972356,0.10628773],"genre_scores_gemma":[0.75553566,0.003466372,0.19992238,0.0010564993,0.00020026314,0.000453435,0.0046308055,0.00073050556,0.03400425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982446,0.000023644589,0.0000067020474,0.0000360958,0.00007341665,0.000035745903],"domain_scores_gemma":[0.99979347,0.00007042419,0.000020862602,0.000013561709,0.00007230977,0.000029383806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002731781,0.00033527438,0.00020798162,0.00062006526,0.00046357585,0.0007878326,0.00032693445,0.00070303347,0.01593445],"category_scores_gemma":[0.0008259211,0.00028806218,0.00024386773,0.0005101186,0.00031865688,0.0006867298,0.00073994766,0.000633104,0.0018049122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013359631,0.00025891134,0.011424379,0.0008189313,0.000066656154,0.003101137,0.0015729675,0.01725684,0.6828628,0.006398286,0.039414007,0.23548903],"study_design_scores_gemma":[0.00039992985,0.0014733764,0.1361389,0.000904734,0.00017782679,0.007941354,0.005068486,0.37527576,0.2541424,0.011891621,0.20594034,0.0006454002],"about_ca_topic_score_codex":0.013491695,"about_ca_topic_score_gemma":0.017936409,"teacher_disagreement_score":0.01593445,"about_ca_system_score_codex":0.000391843,"about_ca_system_score_gemma":0.0007786709,"threshold_uncertainty_score":0.053305984},"labels":[],"label_agreement":null},{"id":"W36340181","doi":"10.1021/acsomega.2c04744","title":"Implementing the Web-based 3D Coast Flood Disaster Simulation System","year":2004,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Typhoon; Flood myth; Natural disaster; Storm; Storm surge; Emergency management; Geographic information system; Natural hazard; Geography; Environmental science; Meteorology; Environmental resource management; Cartography","score_opus":0.011606056498008676,"score_gpt":0.23226952445454693,"score_spread":0.22066346795653827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36340181","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2803399,0.0007818261,0.5663722,0.0012278508,0.00070540275,0.0011204547,0.016406003,0.098485075,0.034561332],"genre_scores_gemma":[0.7809849,0.00054083567,0.1913068,0.00034250648,0.000046050864,0.00086853,0.01331784,0.002425572,0.01016695],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998092,0.000038308342,0.00001807364,0.000044565306,0.000060497132,0.000029336248],"domain_scores_gemma":[0.9997781,0.00007992481,0.000010885474,0.000025372441,0.000058562862,0.000047199912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005006562,0.0014487396,0.00094665255,0.0006231623,0.0005882737,0.0013497988,0.0018657794,0.0013351433,0.019770341],"category_scores_gemma":[0.0007459323,0.00072903006,0.0013219562,0.00041551102,0.00046130808,0.00084844284,0.0016627572,0.0012046008,0.0018296359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062611286,0.00031711976,0.005636357,0.0004241403,0.00023881295,0.0007184014,0.00026699173,0.93270946,0.007860989,0.0023814945,0.012480297,0.03633988],"study_design_scores_gemma":[0.00005810173,0.00003333693,0.0005447497,0.000015120836,0.00001791262,0.000028031607,0.00005137754,0.99230593,0.001559399,0.00071999466,0.004647753,0.000018384892],"about_ca_topic_score_codex":0.019867808,"about_ca_topic_score_gemma":0.02143396,"teacher_disagreement_score":0.019867808,"about_ca_system_score_codex":0.00053501275,"about_ca_system_score_gemma":0.0010931226,"threshold_uncertainty_score":0.06613845},"labels":[],"label_agreement":null},{"id":"W4205895311","doi":"10.5194/isprs-archives-xlvi-4-w3-2021-337-2022","title":"DEVELOPMENT OF 3D MARINE CADASTRE DATA MODEL BASED ON LAND ADMINISTRATION DOMAIN MODEL","year":2022,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universiti Teknologi Malaysia","keywords":"Cadastre; Conceptual model; Domain model; Land administration; Context (archaeology); Computer science; Process (computing); Domain (mathematical analysis); Unified Modeling Language; Systems engineering; Environmental resource management; Data science; Geography; Management science; Process management; Engineering; Environmental planning; Cartography; Database; Environmental science; Software; Archaeology","score_opus":0.025383104816051084,"score_gpt":0.25716452272941276,"score_spread":0.23178141791336168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205895311","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020193607,0.0002423288,0.9504162,0.00038271898,0.00014554051,0.00033221202,0.0041102595,0.0047062044,0.019470997],"genre_scores_gemma":[0.31197995,0.0013622033,0.63712627,0.00021337156,0.000032766995,0.00074211846,0.023484569,0.0009389199,0.024119807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999428,0.00009075176,0.000073692056,0.00009570682,0.00027319437,0.000038576818],"domain_scores_gemma":[0.99952924,0.00008247031,0.00003960986,0.00011308878,0.00020034448,0.000035338795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071407325,0.0006783013,0.0005012775,0.0018136504,0.00055702624,0.002877297,0.0012973122,0.00070920866,0.0044963495],"category_scores_gemma":[0.0013204141,0.00060173613,0.001546784,0.0013275545,0.00047953028,0.002098111,0.0015715976,0.0010239405,0.0016635553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002505711,0.00018840557,0.014180531,0.00097648735,0.00015457244,0.0026493538,0.0022783903,0.46989912,0.029629167,0.20497666,0.03206956,0.24274723],"study_design_scores_gemma":[0.000039488026,0.000051067105,0.0020276802,0.00023849282,0.00007123024,0.0004641324,0.00044927828,0.75037813,0.016467366,0.01147432,0.21824042,0.00009828245],"about_ca_topic_score_codex":0.017677844,"about_ca_topic_score_gemma":0.014641033,"teacher_disagreement_score":0.017677844,"about_ca_system_score_codex":0.0009554714,"about_ca_system_score_gemma":0.0018965779,"threshold_uncertainty_score":0.035149872},"labels":[],"label_agreement":null},{"id":"W4206243064","doi":"10.5194/isprs-archives-xliii-b4-2021-7-2021","title":"PREFACE: TECHNICAL COMMISSION IV","year":2021,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geospatial analysis; Context (archaeology); Spatial analysis; Commission; Spatial planning; Human Dimension; Data science; Computer science; Geography; Political science; Environmental planning; Cartography; Remote sensing","score_opus":0.01636141105971055,"score_gpt":0.2526499909624568,"score_spread":0.23628857990274627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206243064","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002740103,0.007883947,0.039771732,0.046225745,0.15836829,0.003362634,0.01995857,0.008996644,0.7126923],"genre_scores_gemma":[0.009485694,0.003869286,0.009833191,0.006036067,0.014477997,0.0013456057,0.017694889,0.0031602306,0.93409705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99440634,0.0008572223,0.0005442221,0.000831787,0.0028331561,0.0005272151],"domain_scores_gemma":[0.9818926,0.0012975716,0.00054693845,0.0024958865,0.012347295,0.0014196783],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0058938754,0.0013367763,0.0009030944,0.0046597077,0.003486365,0.007984164,0.0023400958,0.0029831708,0.3200763],"category_scores_gemma":[0.015916629,0.0008300276,0.0011408221,0.00286073,0.0011901928,0.0051226793,0.004347005,0.0043563987,0.3536356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003570887,0.000027260003,0.00014336908,0.00018202885,0.0000032861699,0.00007197941,0.00012682889,0.00010565568,0.0006199297,0.0054353387,0.94937766,0.04387089],"study_design_scores_gemma":[0.0000033033843,0.000015684478,0.00028488066,0.00012777811,0.0000018086591,0.000041691623,0.00007724073,0.000045620953,0.00028733467,0.0010353903,0.99807215,0.0000071662434],"about_ca_topic_score_codex":0.0062052105,"about_ca_topic_score_gemma":0.002941779,"teacher_disagreement_score":0.6799237,"about_ca_system_score_codex":0.0044481433,"about_ca_system_score_gemma":0.0060745445,"threshold_uncertainty_score":0.96982867},"labels":[],"label_agreement":null},{"id":"W4206285183","doi":"10.32920/ryerson.14652570.v1","title":"Three-dimensional GIS-based approach for highway design consistency evaluation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Computer science; Visualization; Geographic information system; Function (biology); Transport engineering; Data mining; Engineering; Geography; Artificial intelligence; Cartography","score_opus":0.08156621037763673,"score_gpt":0.2796031292716598,"score_spread":0.19803691889402308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206285183","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01379565,0.00013747202,0.97735184,0.0000700515,0.000029161403,0.00034726376,0.00059818855,0.0024953706,0.005175069],"genre_scores_gemma":[0.12404183,0.00018434318,0.8714387,0.000031303916,0.00001342819,0.00050734426,0.0015139758,0.0003126082,0.0019565013],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964618,0.0009783235,0.0002809718,0.00039086374,0.001717193,0.00017084174],"domain_scores_gemma":[0.9960674,0.0009730041,0.00036505683,0.00035978152,0.0021176147,0.00011720187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003263572,0.0016583935,0.00088063144,0.008861378,0.0007465752,0.0032477921,0.0015495222,0.0009563463,0.0064043035],"category_scores_gemma":[0.0068461183,0.00074717554,0.0019709142,0.00369945,0.0007340543,0.0014633128,0.0020396982,0.00085143576,0.001371588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022186636,0.00033039897,0.016791783,0.0014289825,0.0003103512,0.00074929255,0.0025391064,0.32846928,0.028778056,0.054375075,0.010765058,0.55524075],"study_design_scores_gemma":[0.00003278597,0.00018654652,0.0045666215,0.00016555641,0.00013500162,0.0002648727,0.0015784681,0.9350533,0.016159821,0.014556903,0.02720646,0.00009365399],"about_ca_topic_score_codex":0.008683396,"about_ca_topic_score_gemma":0.009441858,"teacher_disagreement_score":0.008861378,"about_ca_system_score_codex":0.001476248,"about_ca_system_score_gemma":0.0023489401,"threshold_uncertainty_score":0.021424532},"labels":[],"label_agreement":null},{"id":"W4206800366","doi":"10.5194/isprs-annals-viii-4-w2-2021-1-2021","title":"Preface: 3D GeoInfo 2021","year":2021,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Calgary","funders":"National Technical University of Athens; Karabük Üniversitesi; Universiteit Antwerpen; Technische Universität Berlin; Universidade de Vigo; Aristotle University of Thessaloniki; Université de Genève; Universidade de Coimbra; Technische Universität Braunschweig; Lunds Universitet; Aalborg Universitet; Technische Universiteit Delft; University College Dublin; Universiti Teknologi Malaysia; Carnegie Mellon University; National University of Singapore; University College London; University of Limerick; York University; National and Kapodistrian University of Athens; Oregon State University; University of Twente; Université Laval","keywords":"Data management; Usability; Computer science; Geographic information system; Data science; Geography; Cartography; Database; Human–computer interaction","score_opus":0.032601620310026475,"score_gpt":0.2762421164152855,"score_spread":0.24364049610525904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206800366","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015889845,0.0104857655,0.012350961,0.046211965,0.47359216,0.0016100626,0.02578732,0.005066458,0.42330635],"genre_scores_gemma":[0.009121686,0.008274794,0.004661842,0.009587958,0.11654559,0.0009920207,0.022176296,0.0041874507,0.82445234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976502,0.000337997,0.00024781437,0.00026569466,0.001338225,0.0001600344],"domain_scores_gemma":[0.9777615,0.0022112143,0.00080234057,0.0012127772,0.0152510125,0.0027610895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00422785,0.0017927301,0.0009929679,0.006184623,0.0024070858,0.010702039,0.0016268007,0.0024310874,0.3368656],"category_scores_gemma":[0.013123432,0.0006096523,0.0009289149,0.0042092414,0.00068364665,0.0039156345,0.0026842032,0.0034731205,0.23775223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027786999,0.0000112449425,0.00004540247,0.000103437545,0.0000014136805,0.000034699482,0.00002190371,0.000060305993,0.0001498128,0.00071218814,0.98353714,0.015294647],"study_design_scores_gemma":[0.000005776719,0.00002051328,0.00030159773,0.000109007306,0.0000016450336,0.000041749787,0.00004129476,0.00006540086,0.00013154134,0.00046806774,0.9988061,0.0000072395915],"about_ca_topic_score_codex":0.004519106,"about_ca_topic_score_gemma":0.0029949667,"teacher_disagreement_score":0.3368656,"about_ca_system_score_codex":0.0022769254,"about_ca_system_score_gemma":0.0030735692,"threshold_uncertainty_score":0.9458807},"labels":[],"label_agreement":null},{"id":"W4226474236","doi":"10.2352/ei.2022.34.1.vda-414","title":"Visualizing semantic 3D object clouds","year":2022,"lang":"en","type":"article","venue":"Electronic Imaging","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pairwise comparison; Computer science; Object (grammar); Consistency (knowledge bases); Similarity (geometry); Artificial intelligence; Semantic similarity; Set (abstract data type); Variety (cybernetics); Data mining; Image (mathematics)","score_opus":0.004836166657297357,"score_gpt":0.2226281264234303,"score_spread":0.21779195976613294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226474236","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031022372,0.0003521635,0.96147436,0.00033511894,0.000077248515,0.00010834368,0.0012022204,0.0022506546,0.00317756],"genre_scores_gemma":[0.37127644,0.0008234395,0.62201524,0.00015052428,0.000075314885,0.00014113355,0.0028709867,0.00081379374,0.001833131],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994979,0.000093978146,0.000024580233,0.000077044955,0.00024156322,0.0000650594],"domain_scores_gemma":[0.99913687,0.00028621661,0.00009250202,0.00015223802,0.00026429573,0.000067910354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007479464,0.0010293801,0.00070264033,0.0035589256,0.0006314571,0.002523136,0.00094069424,0.0010942797,0.0035579603],"category_scores_gemma":[0.0026923825,0.0005266932,0.0011257731,0.0029614796,0.0007494397,0.0020991266,0.002211539,0.00084886054,0.0008159684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043033445,0.00016106332,0.0067316503,0.00070326764,0.00019897828,0.0009951629,0.0017733295,0.55111194,0.054547813,0.14329016,0.017780712,0.2222755],"study_design_scores_gemma":[0.00004531265,0.000060617967,0.0023483245,0.000100094854,0.000031281936,0.0004754899,0.0005616564,0.8908414,0.018035375,0.067633465,0.019795826,0.000071132985],"about_ca_topic_score_codex":0.0042342204,"about_ca_topic_score_gemma":0.0054233335,"teacher_disagreement_score":0.0042342204,"about_ca_system_score_codex":0.0007727848,"about_ca_system_score_gemma":0.0008556234,"threshold_uncertainty_score":0.011902511},"labels":[],"label_agreement":null},{"id":"W4229614464","doi":"10.5194/isprsannals-iii-4-73-2016","title":"BIM-GIS INTEGRATED GEOSPATIAL INFORMATION MODEL USING SEMANTIC WEB AND RDF GRAPHS","year":2016,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"SPARQL; RDF; Computer science; Geospatial analysis; Building information modeling; Linked data; Semantic analytics; Information retrieval; Geographic information system; Semantic Web; Data mining; Database; Social Semantic Web; Geography; Engineering; Remote sensing","score_opus":0.037545924108081476,"score_gpt":0.2708820743076025,"score_spread":0.23333615019952106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229614464","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033523024,0.00045907404,0.95606977,0.0010735882,0.00013634414,0.0005043406,0.0072717536,0.010509758,0.020622993],"genre_scores_gemma":[0.14782684,0.0025872884,0.7686022,0.0011428936,0.00014060279,0.0015929564,0.06316204,0.002495671,0.0124495905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962287,0.0008251148,0.00044403193,0.0005766608,0.0017221068,0.00020339928],"domain_scores_gemma":[0.998574,0.000314035,0.00010883283,0.0004484573,0.00048024955,0.000074491036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026506644,0.0012782911,0.00088761124,0.004230157,0.0010537625,0.0045177224,0.0027835378,0.0015604798,0.004445762],"category_scores_gemma":[0.004595473,0.0005999308,0.0021835444,0.0044971113,0.0012775358,0.007718216,0.00425927,0.0017750663,0.0028234462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021183815,0.00031627432,0.0025742694,0.000980218,0.00023706655,0.0015452284,0.00070459023,0.11887738,0.005510228,0.6291304,0.061250694,0.17866172],"study_design_scores_gemma":[0.000058623926,0.00004357379,0.00086723414,0.00031581143,0.00012712044,0.0006503776,0.0006035048,0.35056666,0.010900771,0.29050103,0.34524247,0.00012277829],"about_ca_topic_score_codex":0.01630742,"about_ca_topic_score_gemma":0.011790964,"teacher_disagreement_score":0.01630742,"about_ca_system_score_codex":0.0019237212,"about_ca_system_score_gemma":0.0033655842,"threshold_uncertainty_score":0.032424986},"labels":[],"label_agreement":null},{"id":"W4230221908","doi":"10.1201/9781420037845-17","title":"Computer Support for Discussions in Spatial Planning","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.021616192613960337,"score_gpt":0.24778950955563797,"score_spread":0.22617331694167764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230221908","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005774532,0.0031631114,0.09303256,0.004746455,0.0024717432,0.0002731701,0.0041373856,0.021587554,0.87001055],"genre_scores_gemma":[0.008325253,0.0048976135,0.06542304,0.0020031682,0.0022657712,0.0009055986,0.010247157,0.008067438,0.8978648],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981833,0.00054549886,0.0001588643,0.00034255916,0.00065026584,0.00011942176],"domain_scores_gemma":[0.98925054,0.0058881803,0.00022840273,0.0017802117,0.0017667388,0.001085855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034418406,0.002335628,0.0016578378,0.0033520944,0.0018497488,0.007377888,0.0024287328,0.0025321408,0.6331318],"category_scores_gemma":[0.013869816,0.0011148045,0.0009593908,0.007883447,0.0010727717,0.010678031,0.005656751,0.0032195111,0.45850328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034854846,0.000032557673,0.00007009812,0.00012851131,0.0000056481063,0.000074192736,0.00019702033,0.00021589846,0.00036089288,0.025936512,0.8268768,0.14606708],"study_design_scores_gemma":[0.00002017605,0.0000072200623,0.00009616198,0.000105280815,0.000003736179,0.00008009326,0.00005232007,0.0008118726,0.00015205149,0.011554381,0.98710907,0.000007682873],"about_ca_topic_score_codex":0.0017146098,"about_ca_topic_score_gemma":0.002524154,"teacher_disagreement_score":0.6331318,"about_ca_system_score_codex":0.0017026438,"about_ca_system_score_gemma":0.0014363978,"threshold_uncertainty_score":0.5232929},"labels":[],"label_agreement":null},{"id":"W4234700888","doi":"10.1006/rwgn.2001.1017","title":"Position Effects","year":2001,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Genetics","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Position (finance); Computer science; Business","score_opus":0.006172810826969291,"score_gpt":0.19873276565094627,"score_spread":0.19255995482397698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234700888","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008870876,0.0021843768,0.09836786,0.0009998613,0.0020188442,0.00011410505,0.0038473492,0.0028753825,0.8807214],"genre_scores_gemma":[0.14212194,0.0018866926,0.02326936,0.0008276677,0.00029549026,0.00012595482,0.005417384,0.0018373226,0.8242182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992324,0.00006209263,0.000021290874,0.00025750848,0.00032133627,0.00010529646],"domain_scores_gemma":[0.99920446,0.0001477324,0.000050203584,0.00027075352,0.00023780068,0.00008918802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048857776,0.0012231854,0.00076699525,0.0014836221,0.0016102102,0.0030103861,0.0015934274,0.0015243189,0.22959636],"category_scores_gemma":[0.003045361,0.00069979683,0.0008969158,0.0013773483,0.00081022945,0.0026691176,0.002392895,0.001735241,0.0795806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033019314,0.00017308863,0.0026394879,0.00041470415,0.000080683596,0.00037929468,0.00044581923,0.011174528,0.019734375,0.45075345,0.1510923,0.36278203],"study_design_scores_gemma":[0.000053756743,0.00012137003,0.0043617133,0.00016404492,0.00011933679,0.0008390857,0.00031382553,0.012925184,0.014882714,0.10411213,0.8620144,0.0000923494],"about_ca_topic_score_codex":0.0060282713,"about_ca_topic_score_gemma":0.0065405536,"teacher_disagreement_score":0.22959636,"about_ca_system_score_codex":0.0010361889,"about_ca_system_score_gemma":0.0009970289,"threshold_uncertainty_score":0.76807636},"labels":[],"label_agreement":null},{"id":"W4236411454","doi":"10.4095/306092","title":"Surficial mapping","year":2017,"lang":"it","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Computer science; Geology; Geography","score_opus":0.06395212674613177,"score_gpt":0.28809096023696096,"score_spread":0.2241388334908292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236411454","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042196028,0.0011642389,0.2612386,0.0017165943,0.0013699967,0.0006295578,0.03065798,0.023116987,0.63790995],"genre_scores_gemma":[0.30650797,0.0024646895,0.14242546,0.0004643328,0.00028260617,0.0003345145,0.0907543,0.0036490958,0.45311707],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999337,0.000041266543,0.000025323592,0.00011567,0.00039235732,0.00008829131],"domain_scores_gemma":[0.99913317,0.000046500172,0.000023286622,0.00032235865,0.00040506083,0.00006960732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038202488,0.0007495375,0.00043209796,0.0022951325,0.0009268435,0.003191952,0.0008150681,0.00080211414,0.053757526],"category_scores_gemma":[0.0012835354,0.0002777962,0.00045341364,0.0022957223,0.0003704966,0.00151714,0.0028615692,0.00068083423,0.033438392],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019613387,0.00013692795,0.0059934254,0.0002576971,0.000028416853,0.00021447435,0.0002739885,0.0106729595,0.024129005,0.030268427,0.17843822,0.74939024],"study_design_scores_gemma":[0.000032237822,0.00006533531,0.010019925,0.00012504586,0.000032621938,0.00033959595,0.0006888088,0.038142722,0.04577529,0.017766811,0.8869661,0.000045345787],"about_ca_topic_score_codex":0.013219992,"about_ca_topic_score_gemma":0.014515136,"teacher_disagreement_score":0.053757526,"about_ca_system_score_codex":0.0006912822,"about_ca_system_score_gemma":0.0017726151,"threshold_uncertainty_score":0.17983681},"labels":[],"label_agreement":null},{"id":"W4236619440","doi":"10.32920/ryerson.14652570","title":"Three-dimensional GIS-based approach for highway design consistency evaluation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Computer science; Visualization; Geographic information system; Function (biology); Transport engineering; Data mining; Engineering; Geography; Artificial intelligence; Cartography","score_opus":0.08156621037763673,"score_gpt":0.2796031292716598,"score_spread":0.19803691889402308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236619440","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01379565,0.00013747202,0.97735184,0.0000700515,0.000029161403,0.00034726376,0.00059818855,0.0024953706,0.005175069],"genre_scores_gemma":[0.12404183,0.00018434318,0.8714387,0.000031303916,0.00001342819,0.00050734426,0.0015139758,0.0003126082,0.0019565013],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964618,0.0009783235,0.0002809718,0.00039086374,0.001717193,0.00017084174],"domain_scores_gemma":[0.9960674,0.0009730041,0.00036505683,0.00035978152,0.0021176147,0.00011720187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003263572,0.0016583935,0.00088063144,0.008861378,0.0007465752,0.0032477921,0.0015495222,0.0009563463,0.0064043035],"category_scores_gemma":[0.0068461183,0.00074717554,0.0019709142,0.00369945,0.0007340543,0.0014633128,0.0020396982,0.00085143576,0.001371588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022186636,0.00033039897,0.016791783,0.0014289825,0.0003103512,0.00074929255,0.0025391064,0.32846928,0.028778056,0.054375075,0.010765058,0.55524075],"study_design_scores_gemma":[0.00003278597,0.00018654652,0.0045666215,0.00016555641,0.00013500162,0.0002648727,0.0015784681,0.9350533,0.016159821,0.014556903,0.02720646,0.00009365399],"about_ca_topic_score_codex":0.008683396,"about_ca_topic_score_gemma":0.009441858,"teacher_disagreement_score":0.008861378,"about_ca_system_score_codex":0.001476248,"about_ca_system_score_gemma":0.0023489401,"threshold_uncertainty_score":0.021424532},"labels":[],"label_agreement":null},{"id":"W4236950158","doi":"10.32920/14636739","title":"A GIS-Based Web Approach for Serving Land Price Information","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Computer science; Geographic information system; Land information system; The Internet; Web service; Spatial analysis; World Wide Web; Service (business); Land use; Database; Land management; Geography; Business; Engineering; Remote sensing","score_opus":0.015901306922577865,"score_gpt":0.22185726051304333,"score_spread":0.20595595359046548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236950158","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014692952,0.00030585512,0.92559946,0.0004769139,0.00009735823,0.00055962085,0.0024161201,0.029584045,0.026267638],"genre_scores_gemma":[0.19111869,0.0007647795,0.77359176,0.0003804539,0.00011295909,0.00065150554,0.008193338,0.0014480043,0.023738531],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992083,0.00016768619,0.00007180421,0.00015933394,0.00034726373,0.00004565938],"domain_scores_gemma":[0.9991985,0.0001918736,0.000041893883,0.00019983611,0.0002950481,0.00007282846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008434777,0.00079523603,0.0006140639,0.003927434,0.00058857177,0.0031648008,0.0011988431,0.0008643533,0.006591102],"category_scores_gemma":[0.0016155082,0.000431799,0.0007551523,0.00437166,0.00049888645,0.0027463394,0.0012848593,0.0007071125,0.004182683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050842104,0.0007589103,0.013057363,0.0013992278,0.00051819364,0.0038589048,0.0026467338,0.029305762,0.065692656,0.10332551,0.07242806,0.7065002],"study_design_scores_gemma":[0.00011460782,0.00017265051,0.008007175,0.00019802398,0.00023793206,0.0022731044,0.0017867291,0.49941036,0.05097543,0.075723134,0.360908,0.00019284009],"about_ca_topic_score_codex":0.0051271063,"about_ca_topic_score_gemma":0.0043299375,"teacher_disagreement_score":0.006591102,"about_ca_system_score_codex":0.0005470422,"about_ca_system_score_gemma":0.00097601366,"threshold_uncertainty_score":0.022049487},"labels":[],"label_agreement":null},{"id":"W4237109362","doi":"10.1130/gsatg425a.1","title":"Visualization and Sharing of 3D Digital Outcrop Models to Promote Open Science","year":2020,"lang":"en","type":"article","venue":"GSA Today","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Outcrop; Visualization; Geology; Open platform; Open source; Computer science; Data science; Computer graphics (images); Geomorphology; Data mining; Software","score_opus":0.04242820457088809,"score_gpt":0.2802499594139712,"score_spread":0.2378217548430831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237109362","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06766553,0.0016827497,0.8314291,0.0022207529,0.00032932204,0.0002915245,0.002791714,0.02231323,0.07127596],"genre_scores_gemma":[0.37942547,0.002511097,0.5937877,0.0004844997,0.00018773421,0.00040277868,0.0036064708,0.0046072244,0.014986931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990683,0.00023202926,0.00004365346,0.00011889123,0.00044218107,0.00009483691],"domain_scores_gemma":[0.99786407,0.0005937492,0.000114067705,0.00084207335,0.00030601592,0.00027996514],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0016159844,0.0006071337,0.00031078202,0.0020585312,0.0009158751,0.0032919843,0.0014079965,0.000972071,0.011216271],"category_scores_gemma":[0.0038045014,0.00038822688,0.00079856056,0.0015372356,0.0009645977,0.0029026484,0.0057729343,0.0010376638,0.0025357567],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023342745,0.00027470134,0.009052532,0.0015952648,0.00015291401,0.0017351231,0.014811651,0.03515551,0.08354174,0.116430536,0.09297045,0.64404607],"study_design_scores_gemma":[0.000064380445,0.00012565794,0.010082745,0.000554313,0.000062865016,0.0014453455,0.0025788243,0.048387393,0.03446615,0.051938772,0.85005623,0.00023724332],"about_ca_topic_score_codex":0.0023582939,"about_ca_topic_score_gemma":0.0051923846,"teacher_disagreement_score":0.998592,"about_ca_system_score_codex":0.00053343346,"about_ca_system_score_gemma":0.0009980905,"threshold_uncertainty_score":0.037522197},"labels":[],"label_agreement":null},{"id":"W4237114435","doi":"10.1007/978-1-4939-7131-2_100044","title":"Augmented Data","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.05396872255696898,"score_gpt":0.24476748271527252,"score_spread":0.19079876015830355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237114435","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002631385,0.0064507294,0.618376,0.0011897958,0.003508445,0.000164018,0.007256441,0.011414558,0.34900862],"genre_scores_gemma":[0.05272604,0.013377806,0.3125121,0.0011174991,0.0012271295,0.00036790615,0.025708755,0.0039194454,0.5890433],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993383,0.000061454455,0.00003810499,0.00014437053,0.0003838439,0.000033827662],"domain_scores_gemma":[0.9994442,0.00008760392,0.00001796168,0.00028929525,0.00014062975,0.000020357713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044454477,0.0013928708,0.0008461081,0.0014363985,0.0005722596,0.0039664367,0.0014363636,0.001153925,0.0945441],"category_scores_gemma":[0.0015072727,0.00075443194,0.00075051526,0.0022077868,0.0007066493,0.0035944786,0.0032803707,0.0013426974,0.051483754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075142234,0.000035584395,0.00019371686,0.00040343156,0.000037748487,0.00013423251,0.00014365204,0.0070580714,0.0053156153,0.09258874,0.20069507,0.69331914],"study_design_scores_gemma":[0.000007773705,0.000018034561,0.00020029137,0.00011647737,0.000017509828,0.000253955,0.000052873595,0.011119042,0.0038980467,0.03344312,0.9508476,0.000025236382],"about_ca_topic_score_codex":0.0016457167,"about_ca_topic_score_gemma":0.0019483791,"teacher_disagreement_score":0.0945441,"about_ca_system_score_codex":0.00037552806,"about_ca_system_score_gemma":0.00068273186,"threshold_uncertainty_score":0.3162815},"labels":[],"label_agreement":null},{"id":"W4240006260","doi":"10.32920/ryerson.14647443.v1","title":"Synchronous collaborative 3D GIS with agent support","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Usability; Collaborative software; The Internet; Knowledge management; Systems engineering; Human–computer interaction; World Wide Web; Engineering","score_opus":0.009494855436125717,"score_gpt":0.2232648685887182,"score_spread":0.21377001315259248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240006260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024613034,0.00012312242,0.9502413,0.00022204367,0.00006194716,0.00024186751,0.0000746405,0.0034989472,0.020923022],"genre_scores_gemma":[0.3898819,0.00021559672,0.5976592,0.00009494659,0.00005568596,0.00043041815,0.00025833046,0.00027843684,0.011125502],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866927,0.00042196858,0.00011774449,0.00022466497,0.00045073873,0.00011563703],"domain_scores_gemma":[0.99802846,0.0007111304,0.00018901068,0.00056755706,0.00030031745,0.00020353796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012904236,0.00070262223,0.00042672435,0.0007606289,0.0008634445,0.0025338575,0.0020518368,0.0010879475,0.007674701],"category_scores_gemma":[0.003365245,0.00045141738,0.00078668474,0.0006622883,0.0009316826,0.0023558012,0.0038640024,0.0006929847,0.0019081789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006658384,0.00055730884,0.005581748,0.0008782926,0.00017057081,0.002505804,0.0086929705,0.1682878,0.060732543,0.22572444,0.015168612,0.5110342],"study_design_scores_gemma":[0.0002624975,0.00044303786,0.0016024758,0.00013135212,0.00016286597,0.0009584208,0.0012815093,0.6534866,0.034528643,0.065936714,0.24107672,0.0001292045],"about_ca_topic_score_codex":0.0016980342,"about_ca_topic_score_gemma":0.0016144324,"teacher_disagreement_score":0.007674701,"about_ca_system_score_codex":0.0004948793,"about_ca_system_score_gemma":0.0010907021,"threshold_uncertainty_score":0.025674403},"labels":[],"label_agreement":null},{"id":"W4240377242","doi":"10.1007/978-3-662-08039-9_7","title":"Applications","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geomatics; Engineering; Business; Geography; Cartography","score_opus":0.010606746744081156,"score_gpt":0.2016773306020977,"score_spread":0.19107058385801653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240377242","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019529863,0.002216761,0.043200802,0.0018267136,0.002160142,0.00027566287,0.002712261,0.006030877,0.9396237],"genre_scores_gemma":[0.016949534,0.0030137878,0.023616986,0.0020879463,0.0006409294,0.00028632797,0.0063315067,0.0015675816,0.9455054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914706,0.00008763703,0.00003100492,0.00014132715,0.0004943247,0.00009866433],"domain_scores_gemma":[0.99915874,0.000097095704,0.000025089335,0.0001829051,0.00044081997,0.00009535383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073046715,0.0011207951,0.00045187413,0.0016454081,0.0013217995,0.0031007873,0.0017963646,0.0012926968,0.24807361],"category_scores_gemma":[0.0021974214,0.0003298394,0.0006220802,0.0014893848,0.00039576623,0.0022978133,0.0027683051,0.0010934873,0.196929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083080464,0.000084569416,0.00034020958,0.00036440836,0.000012365034,0.00017553581,0.00017784006,0.0009090413,0.0048245983,0.041467622,0.5654369,0.3861239],"study_design_scores_gemma":[0.0000055813844,0.0000116693145,0.00013122347,0.000056927947,0.0000053879508,0.00012713522,0.000043951928,0.00059774594,0.0012796664,0.005589913,0.99214363,0.0000072378316],"about_ca_topic_score_codex":0.0022643458,"about_ca_topic_score_gemma":0.0030569027,"teacher_disagreement_score":0.24807361,"about_ca_system_score_codex":0.0007086844,"about_ca_system_score_gemma":0.0011939552,"threshold_uncertainty_score":0.8298889},"labels":[],"label_agreement":null},{"id":"W4242371233","doi":"10.5194/isprsarchives-xli-b3-425-2016","title":"EXTENSION OF RCC TOPOLOGICAL RELATIONS FOR 3D COMPLEX OBJECTS COMPONENTS EXTRACTED FROM 3D LIDAR POINT CLOUDS","year":2016,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; 3v Geomatics (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Extension (predicate logic); Point cloud; Topology (electrical circuits); Intersection (aeronautics); Connection (principal bundle); Disjoint sets; Computer science; Representation (politics); Mathematics; Combinatorics; Geometry; Artificial intelligence; Geography","score_opus":0.02840774121485496,"score_gpt":0.2586715150499079,"score_spread":0.23026377383505292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242371233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.100965686,0.0003385176,0.8834543,0.00027124185,0.00012045585,0.0003030499,0.0017282972,0.0048862286,0.007932203],"genre_scores_gemma":[0.5889215,0.000619179,0.40096262,0.00017433794,0.00005634123,0.00029920734,0.0052222484,0.00040639332,0.0033381234],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980952,0.00019911998,0.000103366736,0.00047462687,0.0009887683,0.00013892454],"domain_scores_gemma":[0.9988423,0.00023860006,0.00011128605,0.00034151992,0.0004166568,0.000049682138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010328178,0.0007010191,0.000595101,0.0026386972,0.0009303178,0.0021793977,0.0013767128,0.0008371199,0.0037178742],"category_scores_gemma":[0.00368666,0.0004021665,0.0019426867,0.0024399338,0.00090414175,0.0044171177,0.0021398875,0.0011521501,0.0009770585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004949233,0.00036513616,0.008013639,0.0006190909,0.00017483423,0.0012664503,0.0021280511,0.23155636,0.059881434,0.1941631,0.011487619,0.48984945],"study_design_scores_gemma":[0.000038572583,0.00009364734,0.0038004788,0.000044286186,0.0000872766,0.00049789215,0.00059808255,0.90656614,0.024716726,0.034781255,0.028645352,0.00013033526],"about_ca_topic_score_codex":0.015342575,"about_ca_topic_score_gemma":0.011230362,"teacher_disagreement_score":0.015342575,"about_ca_system_score_codex":0.0012896629,"about_ca_system_score_gemma":0.0016697247,"threshold_uncertainty_score":0.030506492},"labels":[],"label_agreement":null},{"id":"W4244369124","doi":"10.32920/14636739.v1","title":"A GIS-Based Web Approach for Serving Land Price Information","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Computer science; Geographic information system; Land information system; Web service; The Internet; Spatial analysis; Service (business); World Wide Web; AM/FM/GIS; Land use; Database; Land management; Geography; Business; GIS applications; Engineering; Remote sensing","score_opus":0.015901306922577865,"score_gpt":0.22185726051304333,"score_spread":0.20595595359046548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244369124","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014692952,0.00030585512,0.92559946,0.0004769139,0.00009735823,0.00055962085,0.0024161201,0.029584045,0.026267638],"genre_scores_gemma":[0.19111869,0.0007647795,0.77359176,0.0003804539,0.00011295909,0.00065150554,0.008193338,0.0014480043,0.023738531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992083,0.00016768619,0.00007180421,0.00015933394,0.00034726373,0.00004565938],"domain_scores_gemma":[0.9991985,0.0001918736,0.000041893883,0.00019983611,0.0002950481,0.00007282846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008434777,0.00079523603,0.0006140639,0.003927434,0.00058857177,0.0031648008,0.0011988431,0.0008643533,0.006591102],"category_scores_gemma":[0.0016155082,0.000431799,0.0007551523,0.00437166,0.00049888645,0.0027463394,0.0012848593,0.0007071125,0.004182683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050842104,0.0007589103,0.013057363,0.0013992278,0.00051819364,0.0038589048,0.0026467338,0.029305762,0.065692656,0.10332551,0.07242806,0.7065002],"study_design_scores_gemma":[0.00011460782,0.00017265051,0.008007175,0.00019802398,0.00023793206,0.0022731044,0.0017867291,0.49941036,0.05097543,0.075723134,0.360908,0.00019284009],"about_ca_topic_score_codex":0.0051271063,"about_ca_topic_score_gemma":0.0043299375,"teacher_disagreement_score":0.006591102,"about_ca_system_score_codex":0.0005470422,"about_ca_system_score_gemma":0.00097601366,"threshold_uncertainty_score":0.022049487},"labels":[],"label_agreement":null},{"id":"W4245605727","doi":"10.1007/978-1-4614-6170-8_100264","title":"Geocomputation","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.009720737902088229,"score_gpt":0.18638601693141063,"score_spread":0.17666527902932241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245605727","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020382649,0.011064821,0.18988232,0.002897127,0.002366423,0.000049391372,0.0011059482,0.0036416417,0.7869541],"genre_scores_gemma":[0.034341652,0.01508212,0.069549374,0.0009950306,0.0011119092,0.00013038129,0.0028309736,0.0025727644,0.87338585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981505,0.000020215266,0.000007192264,0.000042543747,0.00010025608,0.0000148725185],"domain_scores_gemma":[0.9998441,0.000040428564,0.000004500368,0.00005822157,0.00003954729,0.000013184798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018162563,0.00087572215,0.0005527154,0.0011674578,0.0006318622,0.0025541054,0.0010303858,0.00074866373,0.068349876],"category_scores_gemma":[0.00065668946,0.0003257456,0.0003972328,0.001847703,0.0009391682,0.0024533782,0.0018783119,0.0012686434,0.033287656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014042245,0.000012778309,0.0001285814,0.0001872614,0.00000940062,0.00004490186,0.00016759968,0.003660757,0.0015526698,0.38059852,0.24858005,0.3650435],"study_design_scores_gemma":[0.0000022512302,0.000003071376,0.00013633075,0.000059770446,0.0000032651253,0.00007360176,0.00003654398,0.0027894669,0.000803186,0.09576986,0.9003158,0.0000068537056],"about_ca_topic_score_codex":0.0019901197,"about_ca_topic_score_gemma":0.003387334,"teacher_disagreement_score":0.068349876,"about_ca_system_score_codex":0.0008690221,"about_ca_system_score_gemma":0.00068589486,"threshold_uncertainty_score":0.22865307},"labels":[],"label_agreement":null},{"id":"W4246429167","doi":"10.26868/25222708.2019.210707","title":"Using Model Calibration To Improve Urban Modeling","year":2020,"lang":"en","type":"article","venue":"Building Simulation Conference proceedings","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Calibration; Computer science; Statistics; Mathematics","score_opus":0.07870947240019859,"score_gpt":0.29269181858873744,"score_spread":0.21398234618853884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246429167","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2047084,0.0004651641,0.77124727,0.0005852934,0.000136845,0.00017671558,0.0016741189,0.0053466638,0.015659524],"genre_scores_gemma":[0.90037864,0.0003284768,0.09579506,0.000120503944,0.000019899684,0.00013859963,0.0015081213,0.00070507923,0.0010057263],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897695,0.00045653732,0.00006940329,0.00018338772,0.00022445318,0.000089234316],"domain_scores_gemma":[0.9968496,0.0013354053,0.00019750818,0.00097402174,0.00059880136,0.000044707802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023347482,0.0012095119,0.0008251982,0.00090775546,0.0004237365,0.0017075171,0.0013761019,0.0011594732,0.0028987732],"category_scores_gemma":[0.008648715,0.00080294354,0.0008463298,0.0013187049,0.0004124331,0.0023980504,0.0013394316,0.0012568717,0.00081218703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013627286,0.00001897952,0.0012120198,0.000028256729,0.00002043093,0.000015826934,0.000025513298,0.98861873,0.00063227164,0.0013394614,0.00027493175,0.007799977],"study_design_scores_gemma":[0.000009783539,0.000020239531,0.00072622945,0.000022550425,0.000014347939,0.000015565112,0.00003046972,0.9928635,0.0020250382,0.0021461488,0.0021043676,0.000021805154],"about_ca_topic_score_codex":0.011353346,"about_ca_topic_score_gemma":0.006564069,"teacher_disagreement_score":0.011353346,"about_ca_system_score_codex":0.0010813443,"about_ca_system_score_gemma":0.0010668469,"threshold_uncertainty_score":0.022574544},"labels":[],"label_agreement":null},{"id":"W4247906407","doi":"10.32920/14638815.v1","title":"Development of framework for aggregation and visualization of three-dimensional (3D) spatial data","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; Toronto Metropolitan University","funders":"","keywords":"Geospatial analysis; Computer science; Database; Online analytical processing; Geospatial PDF; Spatial analysis; Data warehouse; Spatial data infrastructure; Service (business); Data science; Geographic information system; Spatial database; Data mining; Remote sensing; Geography","score_opus":0.05346917332208811,"score_gpt":0.3012244725527858,"score_spread":0.24775529923069767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247906407","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012290603,0.00013593673,0.98645544,0.00017479109,0.000043277654,0.00023829739,0.00045268147,0.0094709555,0.0017994667],"genre_scores_gemma":[0.019680273,0.0004102212,0.9728818,0.000100114084,0.00003704352,0.0004955957,0.0031086341,0.0011971917,0.0020892073],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981687,0.00023845142,0.00021188903,0.00030393785,0.0008702287,0.00020675393],"domain_scores_gemma":[0.9988248,0.00019997792,0.000075997865,0.00025647425,0.0004697624,0.00017302769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034709412,0.001051442,0.0009698864,0.0025830532,0.0012289903,0.0041203233,0.003725933,0.0012591382,0.003200079],"category_scores_gemma":[0.0036531028,0.0009455424,0.0026769724,0.001930961,0.0011777837,0.0032627117,0.0039785914,0.002599402,0.0017459582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022276027,0.00038674788,0.006104441,0.0009795383,0.0002888057,0.002202457,0.0032083248,0.108349375,0.033714473,0.38491115,0.074162245,0.38546965],"study_design_scores_gemma":[0.00010054079,0.00010670531,0.0019217756,0.00043020185,0.00009836484,0.0010024634,0.0005096717,0.53296447,0.022516733,0.09890294,0.34122008,0.0002260641],"about_ca_topic_score_codex":0.027146257,"about_ca_topic_score_gemma":0.017230056,"teacher_disagreement_score":0.027146257,"about_ca_system_score_codex":0.0016077115,"about_ca_system_score_gemma":0.0039627724,"threshold_uncertainty_score":0.053976476},"labels":[],"label_agreement":null},{"id":"W4248162223","doi":"10.1007/978-0-387-39940-9_3886","title":"Triangulated Terrains","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Terrain; Geography; Geology; Computer science; Cartography","score_opus":0.013854818798597289,"score_gpt":0.21564934856334053,"score_spread":0.20179452976474324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248162223","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009137472,0.0016083646,0.88491964,0.00022681456,0.00034369202,0.00012622205,0.0031447737,0.004196332,0.09629668],"genre_scores_gemma":[0.20561354,0.003462044,0.68285733,0.00019560911,0.00016223542,0.00017973433,0.014227102,0.0026614247,0.09064098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951637,0.00004639723,0.000023119093,0.00010487534,0.0002731185,0.000036186615],"domain_scores_gemma":[0.9997094,0.000064989814,0.000017696084,0.00011485368,0.00007033403,0.000022811699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018419861,0.0007371005,0.0009707914,0.001999594,0.0006348907,0.0025239259,0.0018132222,0.0007828701,0.026631515],"category_scores_gemma":[0.0010762059,0.000759663,0.0008404552,0.0021842872,0.0007928552,0.0016522611,0.0027032478,0.0013160688,0.009452826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008256122,0.00004042953,0.00063584896,0.00037082838,0.0000740331,0.0003036385,0.00029034045,0.094491035,0.008652619,0.42824572,0.043338824,0.42347422],"study_design_scores_gemma":[0.000028931825,0.000039996037,0.0007577702,0.000150958,0.00003692864,0.00079970027,0.00020685271,0.3700109,0.00731351,0.26899913,0.351602,0.000053253065],"about_ca_topic_score_codex":0.0028092526,"about_ca_topic_score_gemma":0.005368304,"teacher_disagreement_score":0.026631515,"about_ca_system_score_codex":0.00055738946,"about_ca_system_score_gemma":0.0005844641,"threshold_uncertainty_score":0.08909124},"labels":[],"label_agreement":null},{"id":"W4248876383","doi":"10.5194/isprsarchives-xli-b2-349-2016","title":"GEOSPATIAL MODELLING APPROACH FOR 3D URBAN DENSIFICATION DEVELOPMENTS","year":2016,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geospatial analysis; Raster graphics; Computer science; Key (lock); Cellular automaton; Raster data; Dimension (graph theory); Geographic information system; Geomatics; Architecture; Spatial analysis; Data science; Geography; Civil engineering; Cartography; Computer graphics (images); Artificial intelligence; Remote sensing; Engineering","score_opus":0.022556949035824534,"score_gpt":0.2391277533851882,"score_spread":0.21657080434936368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248876383","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019182626,0.00021692291,0.96702194,0.00023173897,0.000040100535,0.00009021116,0.0006510819,0.00056800456,0.011997303],"genre_scores_gemma":[0.5799153,0.0008756921,0.40871066,0.000087905944,0.000030706444,0.00044704208,0.0011796381,0.00024834418,0.0085047055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997446,0.00007346983,0.00002140628,0.000043245625,0.00009486337,0.000022339374],"domain_scores_gemma":[0.99980015,0.00007706576,0.000027422904,0.000022955935,0.00005674885,0.000015750547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038192907,0.0006359063,0.0005064302,0.0014218573,0.00063913694,0.002078003,0.0013015976,0.0011181677,0.0037632822],"category_scores_gemma":[0.0007969421,0.00048800666,0.0014645025,0.0015152921,0.0006832764,0.0010330604,0.0013733577,0.000611999,0.0005977144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008671692,0.00001246432,0.0005689356,0.00003364808,0.000017799195,0.00009909245,0.00013841283,0.9623075,0.0008396636,0.028341075,0.0004363737,0.007196298],"study_design_scores_gemma":[0.0000023808745,0.0000043838363,0.00014918242,0.000009264073,0.000006012757,0.000029633755,0.000051413434,0.990302,0.00019896975,0.0055676117,0.0036711423,0.000008022735],"about_ca_topic_score_codex":0.03154472,"about_ca_topic_score_gemma":0.0326286,"teacher_disagreement_score":0.03154472,"about_ca_system_score_codex":0.0012948872,"about_ca_system_score_gemma":0.0011213656,"threshold_uncertainty_score":0.062722206},"labels":[],"label_agreement":null},{"id":"W4248929839","doi":"10.5623/cig2013-024","title":"Québec City Models a Bright Future with 3D GIS","year":2013,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.006241991314669777,"score_gpt":0.16745902961822182,"score_spread":0.16121703830355205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248929839","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13170266,0.009092987,0.19437109,0.054899,0.003299519,0.0004970057,0.06784771,0.012767249,0.52552277],"genre_scores_gemma":[0.64064866,0.0066835657,0.12524518,0.0029260777,0.00026828953,0.00031270768,0.019580359,0.0015641208,0.20277107],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996025,0.000094923365,0.000012165553,0.000064032894,0.00015103667,0.00007543199],"domain_scores_gemma":[0.9993831,0.000070746864,0.000024127612,0.00006861738,0.00038114368,0.000072189294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040456228,0.0009357268,0.000560061,0.0013125214,0.001664864,0.0048393477,0.0015126063,0.00087891886,0.03239319],"category_scores_gemma":[0.001723745,0.000466163,0.00080589275,0.0026308869,0.0008618548,0.002162785,0.0011644085,0.0009991371,0.0031408647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001792478,0.00009526272,0.022960605,0.00026636317,0.00022035064,0.00037656122,0.0007231696,0.19093792,0.0014108723,0.15374285,0.40418804,0.2248988],"study_design_scores_gemma":[0.000055226497,0.000027343427,0.013370568,0.0002468642,0.00010417837,0.00009169524,0.0012181359,0.25507918,0.00063374307,0.02513715,0.70387375,0.00016229493],"about_ca_topic_score_codex":0.9825263,"about_ca_topic_score_gemma":0.9889254,"teacher_disagreement_score":0.03239319,"about_ca_system_score_codex":0.022220308,"about_ca_system_score_gemma":0.015524446,"threshold_uncertainty_score":0.16122037},"labels":[],"label_agreement":null},{"id":"W4250436458","doi":"10.32920/ryerson.14647443","title":"Synchronous collaborative 3D GIS with agent support","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Collaborative software; Usability; The Internet; Knowledge management; Systems engineering; Human–computer interaction; World Wide Web; Engineering","score_opus":0.009494855436125717,"score_gpt":0.2232648685887182,"score_spread":0.21377001315259248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250436458","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024613034,0.00012312242,0.9502413,0.00022204367,0.00006194716,0.00024186751,0.0000746405,0.0034989472,0.020923022],"genre_scores_gemma":[0.3898819,0.00021559672,0.5976592,0.00009494659,0.00005568596,0.00043041815,0.00025833046,0.00027843684,0.011125502],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866927,0.00042196858,0.00011774449,0.00022466497,0.00045073873,0.00011563703],"domain_scores_gemma":[0.99802846,0.0007111304,0.00018901068,0.00056755706,0.00030031745,0.00020353796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012904236,0.00070262223,0.00042672435,0.0007606289,0.0008634445,0.0025338575,0.0020518368,0.0010879475,0.007674701],"category_scores_gemma":[0.003365245,0.00045141738,0.00078668474,0.0006622883,0.0009316826,0.0023558012,0.0038640024,0.0006929847,0.0019081789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006658384,0.00055730884,0.005581748,0.0008782926,0.00017057081,0.002505804,0.0086929705,0.1682878,0.060732543,0.22572444,0.015168612,0.5110342],"study_design_scores_gemma":[0.0002624975,0.00044303786,0.0016024758,0.00013135212,0.00016286597,0.0009584208,0.0012815093,0.6534866,0.034528643,0.065936714,0.24107672,0.0001292045],"about_ca_topic_score_codex":0.0016980342,"about_ca_topic_score_gemma":0.0016144324,"teacher_disagreement_score":0.007674701,"about_ca_system_score_codex":0.0004948793,"about_ca_system_score_gemma":0.0010907021,"threshold_uncertainty_score":0.025674403},"labels":[],"label_agreement":null},{"id":"W4251425401","doi":"10.1007/978-0-387-39940-9_3640","title":"Spatial Analysis","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Geography","score_opus":0.010973989356823036,"score_gpt":0.21437893096894017,"score_spread":0.20340494161211714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251425401","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004185763,0.0029981574,0.62273526,0.0012537036,0.00071699044,0.00017534247,0.008523506,0.008607061,0.35080415],"genre_scores_gemma":[0.103972785,0.0064700264,0.38120848,0.0009290056,0.00060035137,0.0003852546,0.027771715,0.0035618793,0.47510055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945074,0.00006443664,0.000029483637,0.00016054905,0.0002561291,0.000038643826],"domain_scores_gemma":[0.9993992,0.000094087954,0.000028276636,0.00017558038,0.00028114236,0.000021778798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005921233,0.00085875374,0.00062724453,0.0031385082,0.00069420226,0.0035856275,0.0010577312,0.00057762524,0.08282037],"category_scores_gemma":[0.0017842972,0.00038838788,0.00092303683,0.0036294765,0.00052373076,0.0014482422,0.0012846813,0.00066681224,0.04746213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039152226,0.000033842738,0.0018733096,0.00026513266,0.00008562314,0.000103362814,0.00018743078,0.0069710943,0.003915579,0.15278192,0.17305054,0.66069305],"study_design_scores_gemma":[0.000012300364,0.000019510795,0.0029074093,0.000116972595,0.000059088106,0.00030840928,0.00030060837,0.024668833,0.005013533,0.1005376,0.8660239,0.000031866584],"about_ca_topic_score_codex":0.0067336103,"about_ca_topic_score_gemma":0.008277276,"teacher_disagreement_score":0.08282037,"about_ca_system_score_codex":0.0007590204,"about_ca_system_score_gemma":0.0014111035,"threshold_uncertainty_score":0.27706176},"labels":[],"label_agreement":null},{"id":"W4251431066","doi":"10.1007/978-1-4939-7131-2_100406","title":"Geocomputation","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Political science","score_opus":0.013232865106464703,"score_gpt":0.20146600941731624,"score_spread":0.18823314431085153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251431066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020669536,0.012230142,0.1688955,0.0033844444,0.0030349148,0.00004993965,0.0012200638,0.0035666032,0.80555147],"genre_scores_gemma":[0.03552479,0.016782762,0.0639412,0.0010979737,0.0014781433,0.0001345488,0.0031494438,0.002737584,0.8751536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999806,0.00002115276,0.000007500031,0.000045766283,0.00010380385,0.00001579845],"domain_scores_gemma":[0.99982303,0.000046316927,0.0000050859367,0.0000661692,0.00004360041,0.000015771411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001971136,0.00092055474,0.00055053947,0.0011896313,0.00064976106,0.0027795462,0.0010392002,0.0007802374,0.07052111],"category_scores_gemma":[0.0007269256,0.0003217149,0.00040950225,0.0019172681,0.0009651732,0.0025812467,0.001942437,0.0013468817,0.035571843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000147644805,0.000013440417,0.00012619983,0.00020517959,0.000009447843,0.00004370693,0.00016796438,0.0035239696,0.0014342633,0.4024917,0.2655089,0.3264605],"study_design_scores_gemma":[0.0000021558728,0.00000291446,0.00012646933,0.00005850099,0.0000030340698,0.000065772925,0.000033916887,0.0023508794,0.00066776347,0.09592745,0.9007551,0.0000060291304],"about_ca_topic_score_codex":0.0018012638,"about_ca_topic_score_gemma":0.0029840984,"teacher_disagreement_score":0.07052111,"about_ca_system_score_codex":0.0009101758,"about_ca_system_score_gemma":0.0006903279,"threshold_uncertainty_score":0.23591661},"labels":[],"label_agreement":null},{"id":"W4252365478","doi":"10.36227/techrxiv.14396390","title":"Competitive Routing on a variant of Delaunay Triangulation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Delaunay triangulation; Constrained Delaunay triangulation; Bowyer–Watson algorithm; Pitteway triangulation; Ruppert's algorithm; Chew's second algorithm; Minimum-weight triangulation; Computer science; Point set triangulation; Mathematics; Distributed computing; Theoretical computer science; Mathematical optimization; Algorithm","score_opus":0.0177334215943897,"score_gpt":0.23682061287465736,"score_spread":0.21908719128026766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252365478","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060941875,0.0001757532,0.98117495,0.00017021317,0.000090981084,0.00008089163,0.000050052462,0.00041382812,0.0117491735],"genre_scores_gemma":[0.19627632,0.00056996907,0.7897383,0.00027390572,0.00014639641,0.00033228344,0.00028140846,0.0003849818,0.011996471],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977717,0.00053033885,0.00010850536,0.000378916,0.0010404837,0.00016999393],"domain_scores_gemma":[0.9985929,0.00049165345,0.00011560283,0.0003107839,0.0004114321,0.0000775929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011676841,0.00056401605,0.0005885266,0.0008712216,0.0007946259,0.0017172244,0.0018727159,0.0010469985,0.006307863],"category_scores_gemma":[0.004401659,0.00046379663,0.00083133334,0.0012916715,0.001259639,0.0023418653,0.0023741347,0.0011412634,0.0014317592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014706553,0.000056626457,0.00060231454,0.00022085765,0.000041338382,0.00027806504,0.0003985676,0.24158457,0.014810521,0.59276664,0.006963872,0.14212953],"study_design_scores_gemma":[0.00004322391,0.0001605813,0.00026997123,0.000050080394,0.000027714661,0.00042469316,0.0001486947,0.77003914,0.006783039,0.14654176,0.07545568,0.0000553478],"about_ca_topic_score_codex":0.0049196407,"about_ca_topic_score_gemma":0.0047128885,"teacher_disagreement_score":0.006307863,"about_ca_system_score_codex":0.0013125938,"about_ca_system_score_gemma":0.0008935414,"threshold_uncertainty_score":0.021101952},"labels":[],"label_agreement":null},{"id":"W4252483564","doi":"10.1007/978-94-007-0753-5_102538","title":"Modeling, Spatial","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Computer science; Geography","score_opus":0.014350672648078813,"score_gpt":0.19713428949148556,"score_spread":0.18278361684340674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252483564","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020518845,0.023687165,0.61532396,0.005092122,0.0021659585,0.00010479526,0.0018102741,0.0036676605,0.34609622],"genre_scores_gemma":[0.07918158,0.051473763,0.29660055,0.0027740868,0.00182725,0.00036731336,0.0050825826,0.0029273846,0.55976546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994506,0.00008947097,0.00003083235,0.00012862751,0.00027005447,0.00003036401],"domain_scores_gemma":[0.99964786,0.000116184536,0.000015539226,0.00012225696,0.0000818693,0.000016280374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005930866,0.0015177744,0.0007466574,0.0013433242,0.00082573976,0.005634004,0.001815427,0.001593341,0.027208645],"category_scores_gemma":[0.0020400225,0.0008520997,0.0010589337,0.0023610496,0.0016627208,0.005756111,0.002224791,0.0020507425,0.012223052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000916593,0.000021783297,0.0002882563,0.00035729853,0.000025215484,0.000112430906,0.0004018181,0.023369106,0.0009937527,0.6373945,0.11868959,0.21833706],"study_design_scores_gemma":[0.0000031997913,0.000006968229,0.000207576,0.00016768099,0.000015299704,0.00020727591,0.00015731828,0.025160944,0.000596812,0.21414796,0.7593095,0.000019470497],"about_ca_topic_score_codex":0.015201608,"about_ca_topic_score_gemma":0.014702488,"teacher_disagreement_score":0.027208645,"about_ca_system_score_codex":0.001624598,"about_ca_system_score_gemma":0.0019828642,"threshold_uncertainty_score":0.091022015},"labels":[],"label_agreement":null},{"id":"W4254019147","doi":"10.1007/978-1-4939-7131-2_101233","title":"Spatial Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geography","score_opus":0.012672937893367386,"score_gpt":0.2077984394547864,"score_spread":0.19512550156141903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254019147","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024042984,0.0028925925,0.63220936,0.0017258654,0.00093842525,0.00010686805,0.002361569,0.0037284042,0.35363254],"genre_scores_gemma":[0.081392795,0.009506387,0.30793625,0.0012544644,0.0010620455,0.0002983696,0.008621849,0.002889532,0.5870383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994454,0.00006847835,0.000025638663,0.00014955892,0.00027279297,0.000038091777],"domain_scores_gemma":[0.99945027,0.000117188814,0.000024282142,0.00014491133,0.00024325175,0.000020068344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005941279,0.0010238888,0.0006278286,0.0025940384,0.000752166,0.003512493,0.0011492956,0.0007547418,0.065236926],"category_scores_gemma":[0.0018809572,0.00042477786,0.0009661558,0.0026263464,0.0008016312,0.0018669206,0.0015918337,0.0008899804,0.03133156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025541203,0.00002431362,0.00071007665,0.00023378355,0.00005830081,0.000090357156,0.00018844364,0.009526137,0.0031213635,0.32934374,0.13130927,0.52536863],"study_design_scores_gemma":[0.00000570546,0.0000121634785,0.0010650636,0.000114814255,0.000042524527,0.00021165195,0.00024847485,0.02448816,0.0035082889,0.20262854,0.76764864,0.000025955038],"about_ca_topic_score_codex":0.0057481886,"about_ca_topic_score_gemma":0.0058549796,"teacher_disagreement_score":0.065236926,"about_ca_system_score_codex":0.001049543,"about_ca_system_score_gemma":0.0013649013,"threshold_uncertainty_score":0.21823925},"labels":[],"label_agreement":null},{"id":"W4255347314","doi":"10.5194/isprsannals-iii-2-15-2016","title":"A CONCEPTUAL MODEL FOR THE REPRESENTATION OF LANDFORMS USING ONTOLOGY DESIGN PATTERNS","year":2016,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; 3v Geomatics (Canada)","funders":"","keywords":"Landform; Salient; Representation (politics); Terrain; Computer science; Geology; Ontology; Connotation; Artificial intelligence; Geography; Cartography; Geomorphology; Linguistics; Epistemology","score_opus":0.1480574887516105,"score_gpt":0.3343765314714866,"score_spread":0.1863190427198761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255347314","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002912014,0.00013062793,0.9908977,0.00075144315,0.000038188733,0.00018148834,0.0005586318,0.00055791275,0.0039719525],"genre_scores_gemma":[0.04431589,0.00033344794,0.9506187,0.00018098882,0.000026145026,0.00050891994,0.0013979878,0.00013559082,0.002482442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99771094,0.0006676505,0.00045337644,0.00035670394,0.00063148816,0.0001799272],"domain_scores_gemma":[0.99806625,0.00054715667,0.00020958754,0.00054934015,0.00045351195,0.0001740678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00367946,0.0008143014,0.00077046093,0.0032204234,0.0015565375,0.006013657,0.0028765257,0.0020117012,0.0043491907],"category_scores_gemma":[0.004312095,0.00095251075,0.002613106,0.0040575103,0.0026432928,0.008190845,0.002663138,0.0028112358,0.0013738477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003296517,0.000067971225,0.0005685465,0.00024866872,0.000041588155,0.00035189887,0.0016778897,0.011938154,0.0028330395,0.9368757,0.0034381272,0.041925382],"study_design_scores_gemma":[0.000066897956,0.00012716133,0.0008133077,0.00049057545,0.000121404286,0.0009585483,0.0014888886,0.15646398,0.0031882895,0.5798665,0.2563049,0.0001095264],"about_ca_topic_score_codex":0.013384736,"about_ca_topic_score_gemma":0.012294392,"teacher_disagreement_score":0.013384736,"about_ca_system_score_codex":0.0025690761,"about_ca_system_score_gemma":0.003929326,"threshold_uncertainty_score":0.026613653},"labels":[],"label_agreement":null},{"id":"W4280504414","doi":"10.5281/zenodo.6562376","title":"On the Discretization of Richards Equation in Canadian Land Surface Models","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Discretization; Richards equation; Surface (topology); Mathematics; Environmental science; Mathematical analysis; Geometry; Soil science","score_opus":0.03484369141501294,"score_gpt":0.21186541477893323,"score_spread":0.1770217233639203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280504414","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02269356,0.0014888538,0.7978319,0.001881805,0.0006337291,0.00036810886,0.03723817,0.010686294,0.12717748],"genre_scores_gemma":[0.25437889,0.0024844136,0.6233046,0.0007657171,0.00015426714,0.00082445185,0.03769443,0.008291379,0.07210184],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936813,0.00007549843,0.000031152136,0.000074280884,0.00037489366,0.00007615548],"domain_scores_gemma":[0.99901617,0.00020747188,0.000036664962,0.00010038686,0.00057281496,0.000066487526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007165871,0.00091855106,0.00065660436,0.0009387969,0.001208632,0.0015211231,0.0029285983,0.0010244324,0.01703285],"category_scores_gemma":[0.0033481412,0.00056135,0.0010628772,0.0019447422,0.0006186132,0.0009817657,0.0014210058,0.0017247505,0.0042220405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068062924,0.00003277054,0.0023296718,0.00024038182,0.00004996081,0.00016921056,0.00035317734,0.7319329,0.0052304287,0.116122425,0.09265376,0.050817277],"study_design_scores_gemma":[0.000029602059,0.000006580666,0.0010510547,0.000061432314,0.000013354252,0.000037310896,0.000055269655,0.8872455,0.0017189328,0.011372102,0.09834382,0.000065061555],"about_ca_topic_score_codex":0.7708109,"about_ca_topic_score_gemma":0.7095632,"teacher_disagreement_score":0.2291891,"about_ca_system_score_codex":0.0067920997,"about_ca_system_score_gemma":0.009530103,"threshold_uncertainty_score":0.46107763},"labels":[],"label_agreement":null},{"id":"W4297070550","doi":"","title":"Towards Multidimensional User Manuals for Geospatial Datasets: Legal Issues, Research Challenges and Technological Perspective","year":2004,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre de Géomatique du Québec","funders":"","keywords":"Geospatial analysis; Perspective (graphical); Computer science; Data science; Management science; Engineering; Artificial intelligence; Geography; Remote sensing","score_opus":0.0424786218028194,"score_gpt":0.3077019050483424,"score_spread":0.26522328324552297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297070550","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008257117,0.0010818036,0.94382924,0.009089028,0.0002438711,0.00061543274,0.0049106297,0.023190465,0.008782433],"genre_scores_gemma":[0.05529586,0.0013253596,0.9075936,0.0022261292,0.00027187882,0.000676139,0.012471571,0.009467479,0.010671946],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93326974,0.02454551,0.0071872305,0.0066770483,0.026745763,0.0015746567],"domain_scores_gemma":[0.4609019,0.21864063,0.018035835,0.21614887,0.08086711,0.0054057413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07506519,0.0015726449,0.0033914575,0.010967369,0.004675028,0.020064231,0.011671725,0.008478879,0.031189818],"category_scores_gemma":[0.26913768,0.0035019708,0.0030890205,0.01414849,0.005751686,0.027787242,0.016156996,0.006956041,0.019805962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006493231,0.00043209305,0.0064276373,0.0023934522,0.0001892677,0.00082341576,0.008924878,0.0064030737,0.0148426965,0.1194389,0.16677812,0.6726972],"study_design_scores_gemma":[0.00023742516,0.00019575207,0.007111489,0.0032338267,0.00016425866,0.0024208408,0.0066267587,0.1222028,0.038965154,0.15517153,0.66314447,0.00052568037],"about_ca_topic_score_codex":0.012546386,"about_ca_topic_score_gemma":0.012822705,"teacher_disagreement_score":0.07506519,"about_ca_system_score_codex":0.003275854,"about_ca_system_score_gemma":0.0075892196,"threshold_uncertainty_score":0.39698738},"labels":[],"label_agreement":null},{"id":"W4297914556","doi":"","title":"Le défi de la cohabitation entre ressources : l'exemple de l'éolien et du paysage","year":2007,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Cohabitation; Wind power; Energy (signal processing); Energy landscape; Computer science; Environmental science; Environmental economics; Geography; Engineering; Electrical engineering; Physics; Economics; Mathematics; Statistics; Archaeology","score_opus":0.008862753032943205,"score_gpt":0.23245556418159077,"score_spread":0.22359281114864757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297914556","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4030119,0.0037685994,0.019881682,0.020439535,0.0005213205,0.000058264257,0.00020291163,0.000039745355,0.55207604],"genre_scores_gemma":[0.96517664,0.00094803644,0.0027314748,0.00093370606,0.00007382592,0.000043443175,0.000044589422,0.000025690426,0.030022454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990766,0.00036401598,0.000025124767,0.0001389299,0.0001741601,0.00022119803],"domain_scores_gemma":[0.99939036,0.00014807517,0.0000858139,0.00008813332,0.00012998667,0.0001576052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013844438,0.00038636127,0.00037068367,0.00084431324,0.0072478377,0.0037634287,0.0006414574,0.0013478807,0.012285536],"category_scores_gemma":[0.0016343085,0.00017436285,0.0003682579,0.0010405172,0.0097142225,0.0025653522,0.004730443,0.0019055124,0.0008817166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072091956,0.00003436333,0.010133327,0.000070464,0.00001751599,0.0008862479,0.035127427,0.00032909124,0.0009887601,0.9238801,0.003401368,0.025059119],"study_design_scores_gemma":[0.000056895053,0.00014898836,0.036321484,0.00048595842,0.00008360607,0.003384414,0.11832849,0.003016848,0.0018906454,0.43422276,0.4019678,0.00009209043],"about_ca_topic_score_codex":0.046230774,"about_ca_topic_score_gemma":0.06069497,"teacher_disagreement_score":0.046230774,"about_ca_system_score_codex":0.0025519247,"about_ca_system_score_gemma":0.0021997257,"threshold_uncertainty_score":0.091923356},"labels":[],"label_agreement":null},{"id":"W4300020742","doi":"","title":"Exploitation du vague spatial dans le SOLAP : vers une approche de conception prenant en compte les risques d'usage","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Vagueness; Computer science; Data science; Data mining; Risk analysis (engineering); Business; Artificial intelligence; Fuzzy logic","score_opus":0.013095186162091545,"score_gpt":0.2135067804650272,"score_spread":0.20041159430293565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300020742","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004217811,0.0006745103,0.9874609,0.0015969708,0.00008957084,0.000081600694,0.0001532519,0.0006682784,0.00505706],"genre_scores_gemma":[0.11114041,0.0015887697,0.87817854,0.0007749583,0.00013660926,0.00030750615,0.00063584157,0.000476602,0.0067607183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98322105,0.005678712,0.001317699,0.0020942558,0.007123529,0.0005648179],"domain_scores_gemma":[0.985509,0.003824968,0.00078080065,0.0048586964,0.0045646233,0.00046195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011513364,0.001496003,0.0013621158,0.0031922855,0.002240689,0.013764616,0.0043731234,0.0031529032,0.003468943],"category_scores_gemma":[0.015897714,0.0015207458,0.003008489,0.0042118905,0.006335663,0.012226149,0.008930232,0.004985325,0.0013699653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003679477,0.00014577727,0.0040800273,0.001328895,0.0003667664,0.0015994752,0.012940232,0.044664223,0.014472656,0.6803608,0.010564085,0.22910908],"study_design_scores_gemma":[0.000056829103,0.00018754152,0.0016935887,0.0010562463,0.00032639518,0.0022903562,0.0054158675,0.22453639,0.023804732,0.3634197,0.37691614,0.00029626704],"about_ca_topic_score_codex":0.0064415443,"about_ca_topic_score_gemma":0.0065696314,"teacher_disagreement_score":0.013764616,"about_ca_system_score_codex":0.002374206,"about_ca_system_score_gemma":0.0034484188,"threshold_uncertainty_score":0.060889244},"labels":[],"label_agreement":null},{"id":"W4306195202","doi":"10.5194/isprs-archives-xlviii-4-w4-2022-37-2022","title":"A WEB-BASED PLANNING PERMIT ASSESSMENT PROTOTYPE: ITWIN4PP","year":2022,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bentley (Canada); Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Department of Environment, Land, Water and Planning, State Government of Victoria","keywords":"Computer science; Process (computing); 3D city models; Visualization; Geospatial analysis; Spatial planning; Seven Management and Planning Tools; Systems engineering; Engineering; Data mining; Civil engineering; Geography; Remote sensing","score_opus":0.017795525538062892,"score_gpt":0.26438445501376345,"score_spread":0.24658892947570055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306195202","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097383164,0.000309403,0.60314447,0.00080542895,0.00028714497,0.0019853925,0.010077319,0.19949299,0.08651468],"genre_scores_gemma":[0.4187774,0.00048193702,0.49309123,0.00044974044,0.000051583578,0.001691775,0.014003647,0.017488878,0.053963788],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995778,0.000094649935,0.00002356286,0.000087194516,0.0001766106,0.000040167874],"domain_scores_gemma":[0.9986267,0.00066690275,0.000054885844,0.00031247773,0.0002059903,0.00013311586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092882506,0.0010855901,0.00047642255,0.00083671196,0.0003110488,0.0016690904,0.0021755404,0.00095968513,0.047564946],"category_scores_gemma":[0.0030637751,0.0005960154,0.00073432963,0.00062488555,0.0003613514,0.0018088657,0.001745344,0.0010507806,0.0075463913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003341139,0.0010090829,0.00953419,0.002891013,0.0002565882,0.007814659,0.007088571,0.085259676,0.11828713,0.015727522,0.17707154,0.5717188],"study_design_scores_gemma":[0.00088539853,0.0014266297,0.018500715,0.0007266471,0.00018812467,0.0039910707,0.0017685954,0.4705942,0.084212236,0.01382886,0.40337968,0.0004978833],"about_ca_topic_score_codex":0.003443776,"about_ca_topic_score_gemma":0.0037610428,"teacher_disagreement_score":0.047564946,"about_ca_system_score_codex":0.00038797586,"about_ca_system_score_gemma":0.0006401644,"threshold_uncertainty_score":0.15912062},"labels":[],"label_agreement":null},{"id":"W4312783890","doi":"10.2139/ssrn.4236019","title":"Automating the Conversion of 2d Building Plans to 3d Models","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Lakehead University","funders":"","keywords":"Computer science; Business","score_opus":0.007866936509057967,"score_gpt":0.21265632901529002,"score_spread":0.20478939250623207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312783890","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022015389,0.00017906119,0.92911863,0.00014598222,0.000121612415,0.0003625417,0.0026442679,0.037661634,0.007750943],"genre_scores_gemma":[0.1828392,0.000425518,0.80115217,0.00012296913,0.000023732764,0.0002709616,0.006459811,0.0037652678,0.004940332],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993106,0.00007195909,0.000036065896,0.00017128834,0.00034080888,0.00006917797],"domain_scores_gemma":[0.99891734,0.00037820777,0.00007105175,0.00032955196,0.00026260846,0.000041301602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059082,0.0016434673,0.0011659325,0.0022190327,0.0006972389,0.0029868758,0.0015697147,0.0009893517,0.015518436],"category_scores_gemma":[0.00299093,0.0013959025,0.0017755268,0.002163595,0.0005662838,0.0012209807,0.002714158,0.0014503498,0.008336224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002724589,0.00020582718,0.004234316,0.00078311807,0.00013072033,0.000544436,0.0011166254,0.12808485,0.03211997,0.008654408,0.02502628,0.79882693],"study_design_scores_gemma":[0.000047754576,0.00008290951,0.004945051,0.00011920596,0.00007703476,0.0004627511,0.00073952985,0.8901437,0.045739982,0.011120843,0.046423774,0.00009746449],"about_ca_topic_score_codex":0.019270845,"about_ca_topic_score_gemma":0.026523389,"teacher_disagreement_score":0.019270845,"about_ca_system_score_codex":0.00078565243,"about_ca_system_score_gemma":0.0015131667,"threshold_uncertainty_score":0.051914334},"labels":[],"label_agreement":null},{"id":"W4318478970","doi":"10.3390/buildings13020350","title":"An Automated Space-Based Graph Generation Framework for Building Energy Consumption Estimation","year":2023,"lang":"en","type":"article","venue":"Buildings","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Regular polygon; Energy consumption; Data mining; Graph; Building model; Theoretical computer science; Algorithm; Mathematics; Engineering; Simulation; Geometry","score_opus":0.027579204990291362,"score_gpt":0.3037564805819206,"score_spread":0.27617727559162925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318478970","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002114359,0.00006305971,0.9943553,0.00003405738,0.00001210892,0.00004799769,0.00034220703,0.0024992698,0.0005316119],"genre_scores_gemma":[0.09516293,0.00018093649,0.89836645,0.000058751455,0.000023018767,0.00022476287,0.0038087883,0.000504852,0.0016695617],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995461,0.000063740736,0.00001838982,0.00015201319,0.0001801813,0.00003963562],"domain_scores_gemma":[0.9996774,0.000092586146,0.000032792268,0.000069111295,0.00010865829,0.000019427185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003985469,0.0012425411,0.00096598273,0.0028683012,0.000606238,0.001058632,0.0018336157,0.000708837,0.0039640507],"category_scores_gemma":[0.0013179384,0.0005529354,0.0019312443,0.0023028946,0.00044069975,0.0012065483,0.0012095827,0.00096371165,0.0014515284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007275793,0.00011770357,0.0020579388,0.00026421397,0.00010992753,0.00025120188,0.00019514374,0.48022512,0.008682291,0.037372813,0.010259907,0.46039096],"study_design_scores_gemma":[0.000005995785,0.000010400672,0.00024912148,0.000008407201,0.00001016137,0.00004384187,0.000026806338,0.98366725,0.0013764515,0.01128814,0.0033042366,0.000009167976],"about_ca_topic_score_codex":0.01812223,"about_ca_topic_score_gemma":0.032086737,"teacher_disagreement_score":0.01812223,"about_ca_system_score_codex":0.00082702446,"about_ca_system_score_gemma":0.0012939686,"threshold_uncertainty_score":0.03603351},"labels":[],"label_agreement":null},{"id":"W4319311182","doi":"10.52547/jgst.12.2.78","title":"Landscape assessment of high-rise buildings: A method based on 3DGIS, BIM and AHP","year":2023,"lang":"en","type":"article","venue":"Journal of Geomatics Science and Technology","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geomatics; Analytic hierarchy process; Geography; Architectural engineering; Cartography; Environmental resource management; Computer science; Engineering; Environmental science; Operations research","score_opus":0.008463136631537976,"score_gpt":0.28395427842258686,"score_spread":0.2754911417910489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319311182","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07444427,0.00019750954,0.9195198,0.00008457627,0.00004110127,0.00020506857,0.000536787,0.00082704844,0.0041438253],"genre_scores_gemma":[0.64634526,0.0002645477,0.35062298,0.000039085855,0.000026406238,0.0003342462,0.00077490846,0.00009927667,0.0014932137],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995627,0.00007973069,0.000030685904,0.000068362795,0.00021113506,0.000047265323],"domain_scores_gemma":[0.9996055,0.00014168287,0.000036975172,0.000025580926,0.00016576132,0.000024598448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005576975,0.00091639796,0.0009366,0.0033927907,0.00060086383,0.0011355506,0.0009739056,0.00072034536,0.0027073582],"category_scores_gemma":[0.0011159346,0.00053851225,0.0010814994,0.0023168635,0.00028979758,0.00085237337,0.0008964835,0.0005546612,0.00046034384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015862615,0.0003012421,0.011126278,0.00042222842,0.00016821905,0.000261664,0.00025136187,0.44565955,0.013535008,0.004271931,0.0018008715,0.5220431],"study_design_scores_gemma":[0.000007987963,0.000023698063,0.0018361664,0.00001589869,0.000028481047,0.000048549926,0.000081211125,0.9951298,0.0012763152,0.0009727901,0.000564696,0.00001449236],"about_ca_topic_score_codex":0.008196806,"about_ca_topic_score_gemma":0.00863767,"teacher_disagreement_score":0.008196806,"about_ca_system_score_codex":0.00043385726,"about_ca_system_score_gemma":0.0010703773,"threshold_uncertainty_score":0.016298175},"labels":[],"label_agreement":null},{"id":"W4319899","doi":"10.1139/o70-148","title":"Microsoft: varianta pe 64 biți a lui Windows 7 câștigă teren","year":2010,"lang":"ro","type":"article","venue":"Canadian Journal of Biochemistry","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0047293641434646315,"score_gpt":0.19040682383373617,"score_spread":0.18567745969027152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319899","genre_codex":"software","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030871937,0.002003053,0.14209835,0.000722962,0.0008341896,0.00027275103,0.065168835,0.6498746,0.1359381],"genre_scores_gemma":[0.02640606,0.003508351,0.21827616,0.0010428855,0.0005442255,0.0012174499,0.14757852,0.28663224,0.31479418],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910444,0.000108310756,0.000108133136,0.00021938713,0.00032209462,0.00013762165],"domain_scores_gemma":[0.99767655,0.00063975353,0.0001276174,0.00060337846,0.00068466016,0.00026807535],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017239043,0.0031554159,0.002400109,0.0028311578,0.0006596712,0.004572777,0.0034167937,0.002076892,0.45451742],"category_scores_gemma":[0.005587471,0.0020666234,0.0018890629,0.0027180072,0.00052402535,0.005092645,0.0022076208,0.0022745747,0.39509356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012925087,0.00013379073,0.00042639775,0.001091306,0.0001282813,0.00016254303,0.0001716741,0.0004980286,0.0075478056,0.006022349,0.8087871,0.17373812],"study_design_scores_gemma":[0.0006264984,0.00015580091,0.0017367111,0.0004989063,0.00024155002,0.0005138063,0.00009879386,0.008262247,0.020280825,0.0152829345,0.95208514,0.00021682325],"about_ca_topic_score_codex":0.0020756135,"about_ca_topic_score_gemma":0.001947895,"teacher_disagreement_score":0.5454826,"about_ca_system_score_codex":0.0005394596,"about_ca_system_score_gemma":0.0009876977,"threshold_uncertainty_score":0.77806467},"labels":[],"label_agreement":null},{"id":"W4322747721","doi":"10.1007/978-3-031-23876-5_5","title":"Mathematical and Geospatial Tools","year":2023,"lang":"en","type":"book-chapter","venue":"International series in management science/operations research/International series in operations research & management science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Geospatial analysis; Computer science; Data science; Geography; Cartography","score_opus":0.08030921947428829,"score_gpt":0.38556471278644167,"score_spread":0.3052554933121534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322747721","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051001953,0.043845564,0.58113074,0.008719247,0.003037149,0.000038634596,0.0007562134,0.0006627331,0.35670948],"genre_scores_gemma":[0.29702124,0.055278122,0.23795201,0.0035863891,0.0080161225,0.0003202859,0.0015928111,0.0012379499,0.39499512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994312,0.00015135623,0.000047531972,0.00009776888,0.00024320836,0.00002893664],"domain_scores_gemma":[0.99918693,0.00041294296,0.000055783945,0.0001496993,0.0001664518,0.000028324384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008345108,0.0012551975,0.0011308931,0.002754904,0.0008640956,0.004370504,0.000947207,0.0010960825,0.017456243],"category_scores_gemma":[0.0027076683,0.00056541065,0.0009079727,0.0036224446,0.0031627286,0.0072900746,0.0019009102,0.0029412517,0.005496208],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010654999,0.0000040740833,0.000021370319,0.000035875997,0.00000414473,0.000013062754,0.000040869505,0.000729291,0.0000645033,0.98275834,0.007134757,0.009192554],"study_design_scores_gemma":[0.0000014675894,0.0000026167102,0.000049908653,0.000024215076,0.0000048443917,0.000055637105,0.000022945362,0.004485852,0.000087163426,0.9397852,0.05547554,0.0000046369537],"about_ca_topic_score_codex":0.0016474631,"about_ca_topic_score_gemma":0.0012637976,"teacher_disagreement_score":0.017456243,"about_ca_system_score_codex":0.0017397064,"about_ca_system_score_gemma":0.0007440166,"threshold_uncertainty_score":0.058396935},"labels":[],"label_agreement":null},{"id":"W4362650407","doi":"10.1007/978-3-031-25488-8_9","title":"Digital Contribution to Urban Planning and Architecture","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Architecture; Computer science; Computer architecture; Geography; Archaeology","score_opus":0.011635755579826327,"score_gpt":0.20881329687477215,"score_spread":0.19717754129494583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362650407","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00097178895,0.023106039,0.031240929,0.0019710627,0.002233036,0.000024990888,0.0002846073,0.0003584526,0.9398091],"genre_scores_gemma":[0.017016452,0.046087507,0.015259539,0.000676386,0.0007461759,0.000037674363,0.00045002997,0.0003380693,0.9193882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986184,0.000019930367,0.0000043799664,0.000016416709,0.0000855072,0.000011965082],"domain_scores_gemma":[0.9998542,0.000055833392,0.000004357934,0.000031303596,0.0000399332,0.000014311154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017308522,0.00074821943,0.00033426392,0.0017404418,0.0009392214,0.004083898,0.0005949187,0.0007661493,0.046718564],"category_scores_gemma":[0.00054956746,0.00033804597,0.0002826656,0.003547012,0.0010247519,0.0024554536,0.0016482264,0.0011260288,0.010079528],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006089008,0.0000151615195,0.00012282161,0.00022939117,0.0000055901996,0.0000825738,0.00026580243,0.003271456,0.00046478363,0.46654123,0.20733997,0.32165518],"study_design_scores_gemma":[5.940576e-7,0.0000015687812,0.00007052289,0.00007683514,0.000002607572,0.000067921654,0.00006452329,0.0007247495,0.00013511325,0.036434557,0.96241814,0.000002787875],"about_ca_topic_score_codex":0.0074216425,"about_ca_topic_score_gemma":0.016312392,"teacher_disagreement_score":0.046718564,"about_ca_system_score_codex":0.0015123053,"about_ca_system_score_gemma":0.0012898429,"threshold_uncertainty_score":0.15628916},"labels":[],"label_agreement":null},{"id":"W4366492275","doi":"10.11159/iceptp23.108","title":"A Study on the Proper Scheduling Of the Sand Filtration Process through Artificial Intelligence Learning","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Process (computing); Artificial intelligence; Filtration (mathematics); Scheduling (production processes); Machine learning; Engineering; Mathematics; Operations management; Statistics; Operating system","score_opus":0.01880498968699354,"score_gpt":0.22920519607040704,"score_spread":0.2104002063834135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366492275","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29861912,0.0010616548,0.6928745,0.0005589949,0.00012372948,0.00014142712,0.00005896341,0.00024088073,0.0063207136],"genre_scores_gemma":[0.94931376,0.00041051177,0.048488703,0.000048078415,0.00005389387,0.00003929671,0.0000700275,0.000036473302,0.0015392526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992207,0.00020328944,0.000043250348,0.00025572773,0.00013752078,0.00013942168],"domain_scores_gemma":[0.9939242,0.004494808,0.00038561487,0.00029546922,0.00069505535,0.0002048108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017368342,0.0004780798,0.0008174022,0.00057826197,0.0005676489,0.0012582396,0.0012069978,0.0008707108,0.0021354915],"category_scores_gemma":[0.009820769,0.0003348224,0.0005721609,0.000730699,0.00060992455,0.0018810128,0.0004520249,0.0009213239,0.00012480823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004717744,0.0004696907,0.0073493086,0.00022435765,0.00008440866,0.00012262451,0.00018173282,0.85781103,0.004963199,0.022682764,0.0010347436,0.10460439],"study_design_scores_gemma":[0.000009585619,0.00006493942,0.00044799034,0.0000045025163,0.000015903513,0.000009734343,0.000024544193,0.9961373,0.0007540288,0.0023116341,0.00021568149,0.000004208088],"about_ca_topic_score_codex":0.012469073,"about_ca_topic_score_gemma":0.004630874,"teacher_disagreement_score":0.012469073,"about_ca_system_score_codex":0.001058873,"about_ca_system_score_gemma":0.002250957,"threshold_uncertainty_score":0.024793029},"labels":[],"label_agreement":null},{"id":"W4379352850","doi":"10.1007/978-3-031-34612-5_2","title":"Towards Integration of Spatial Context in Building Energy Demand Assessment Supported by CityGML Energy Extension","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"CityGML; Computer science; Workflow; Energy consumption; Software deployment; Wireless sensor network; Context (archaeology); Distributed computing; Real-time computing; Data mining; Database; Visualization; Computer network; Software engineering","score_opus":0.01585701792542811,"score_gpt":0.2508530144132535,"score_spread":0.23499599648782538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379352850","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2757311,0.0007851536,0.68682426,0.00028811593,0.00007585684,0.00017081255,0.0033186383,0.0052880733,0.027517943],"genre_scores_gemma":[0.6944226,0.00034232636,0.29891497,0.000053608026,0.000021481987,0.00008621491,0.0030735333,0.00027498725,0.0028102004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995902,0.0000988263,0.000027522012,0.00007613179,0.0001708435,0.000036478516],"domain_scores_gemma":[0.99962914,0.000102638,0.00003723227,0.00007361479,0.00013679071,0.000020591086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062750076,0.0005304013,0.00043591368,0.0013838644,0.00024485184,0.0017929913,0.00053827337,0.00041934816,0.002173248],"category_scores_gemma":[0.0013455668,0.00034387602,0.0005642742,0.001459859,0.00017453951,0.0015572077,0.0017592484,0.00039726932,0.000994421],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037566343,0.00038166463,0.05975836,0.00057026965,0.00023239022,0.0004716308,0.0010441158,0.21425447,0.049497347,0.01800531,0.005589658,0.6498192],"study_design_scores_gemma":[0.000021203414,0.000062631196,0.020335212,0.000111358466,0.00009566835,0.00012528252,0.0007247886,0.926812,0.016798407,0.009315313,0.025552742,0.0000454096],"about_ca_topic_score_codex":0.008172307,"about_ca_topic_score_gemma":0.020148337,"teacher_disagreement_score":0.008172307,"about_ca_system_score_codex":0.00038873404,"about_ca_system_score_gemma":0.00061080477,"threshold_uncertainty_score":0.016249478},"labels":[],"label_agreement":null},{"id":"W4381144045","doi":"10.51202/0043-7131-2023-5-016","title":"AI-basierte Bildverarbeitungstools für Papiermacher","year":2023,"lang":"de","type":"article","venue":"Wochenblatt für Papierfabrikation","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.018385240013107245,"score_gpt":0.29307717530269417,"score_spread":0.2746919352895869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381144045","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03264557,0.007164885,0.72315764,0.004558732,0.0018085026,0.0009006465,0.0037213848,0.031122291,0.19492024],"genre_scores_gemma":[0.18003778,0.0057525695,0.6451738,0.00066555245,0.00026040326,0.00082604995,0.006731358,0.0034141846,0.15713827],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983613,0.00030822036,0.00006661627,0.0002088421,0.00087076396,0.0001843148],"domain_scores_gemma":[0.9982109,0.0005132075,0.000053955217,0.00035401288,0.00065497035,0.00021301518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019867027,0.0011095231,0.00064762845,0.001534912,0.0012657106,0.00407956,0.0015321231,0.0015653118,0.04802784],"category_scores_gemma":[0.0036033033,0.0005653643,0.00089422456,0.0012517453,0.0007714079,0.0022341413,0.0033320389,0.0030540207,0.019671557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047038443,0.0003123027,0.0009757259,0.0007145599,0.00006263597,0.00019771305,0.0011110785,0.032940913,0.031954616,0.03615773,0.052003466,0.8430989],"study_design_scores_gemma":[0.00015310197,0.00036605514,0.001652568,0.00039191617,0.00007061949,0.00028650687,0.0010645814,0.13125485,0.06248557,0.034909427,0.7672374,0.00012729158],"about_ca_topic_score_codex":0.010146333,"about_ca_topic_score_gemma":0.010659886,"teacher_disagreement_score":0.04802784,"about_ca_system_score_codex":0.002183323,"about_ca_system_score_gemma":0.0026700178,"threshold_uncertainty_score":0.16066915},"labels":[],"label_agreement":null},{"id":"W4381333664","doi":"10.3897/jbgs.2018.39.16","title":"Simple queries - Simple answers. First steps in the spatial databases","year":2018,"lang":"bg","type":"article","venue":"Journal of the Bulgarian Geographical Society","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Simple (philosophy); Computer science; Information retrieval; Database","score_opus":0.016575959113348224,"score_gpt":0.24883939504920052,"score_spread":0.2322634359358523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381333664","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011070187,0.001717362,0.89914554,0.004973811,0.0007911985,0.0021195672,0.013702514,0.032913186,0.03356661],"genre_scores_gemma":[0.1174886,0.0015617072,0.81535816,0.00205312,0.00039143418,0.0015277287,0.020011816,0.0045571164,0.03705018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98688066,0.0038710276,0.0020954867,0.0017107854,0.004577326,0.00086467277],"domain_scores_gemma":[0.9748344,0.014170957,0.00085863535,0.0060522947,0.0034091363,0.00067459047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010186178,0.0016607953,0.002072608,0.003521281,0.0028395418,0.010070359,0.0039057713,0.0041503822,0.062392976],"category_scores_gemma":[0.046603993,0.00200812,0.0033469684,0.0053782025,0.0030526593,0.020118596,0.010151156,0.003245794,0.027624734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013429901,0.00045765174,0.003951689,0.003084363,0.0002081399,0.0010859142,0.0042678895,0.0050395806,0.006833815,0.50891125,0.13356557,0.33125108],"study_design_scores_gemma":[0.00027207306,0.0002855847,0.0013163227,0.00077255536,0.0001648574,0.0016044683,0.0029692801,0.041324865,0.017358463,0.5305004,0.40317288,0.00025819716],"about_ca_topic_score_codex":0.004773328,"about_ca_topic_score_gemma":0.004920705,"teacher_disagreement_score":0.062392976,"about_ca_system_score_codex":0.0019038935,"about_ca_system_score_gemma":0.0039900397,"threshold_uncertainty_score":0.20872533},"labels":[],"label_agreement":null},{"id":"W4382404770","doi":"10.1016/j.comgeo.2023.102035","title":"Guest editorial: Special issue on the 33rd Canadian Conference on Computational Geometry (CCCG)","year":2023,"lang":"en","type":"editorial","venue":"Computational Geometry","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geometry; Computer science; Mathematics","score_opus":0.018482199184813492,"score_gpt":0.2555176904222433,"score_spread":0.2370354912374298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382404770","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020199468,0.0027586229,0.0000877918,0.01869102,0.97630364,0.000021296535,0.00006194362,0.00004438985,0.0020110495],"genre_scores_gemma":[0.00032954308,0.003093532,0.00010520822,0.012120987,0.96536595,0.000031137894,0.00007028459,0.00008166703,0.01880168],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99336797,0.0006816176,0.00042877774,0.00074086466,0.0042247935,0.00055591355],"domain_scores_gemma":[0.9765173,0.004510125,0.0012784429,0.0005625275,0.011942457,0.005189133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060997442,0.0044369195,0.005220381,0.005554527,0.0040826434,0.010684,0.0037954417,0.017528057,0.046775926],"category_scores_gemma":[0.02344218,0.0013662323,0.003308771,0.0019518241,0.0023771927,0.0035769036,0.0025040384,0.014774284,0.028216757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001942792,0.000004930512,0.000010401188,0.000048694026,0.0000066306243,0.000036199202,0.0000032497514,0.000011823434,0.000026234133,0.00007498325,0.99821293,0.001544604],"study_design_scores_gemma":[0.000077193115,0.000019450214,0.0002443647,0.0002268713,0.000041442338,0.00011318619,0.000025719179,0.00016297754,0.00007712248,0.0005293198,0.9984658,0.000016568187],"about_ca_topic_score_codex":0.0065682,"about_ca_topic_score_gemma":0.023405978,"teacher_disagreement_score":0.9934318,"about_ca_system_score_codex":0.004571672,"about_ca_system_score_gemma":0.0046562036,"threshold_uncertainty_score":0.15648109},"labels":[],"label_agreement":null},{"id":"W4383099037","doi":"10.1007/978-3-031-37189-9","title":"Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries","year":2023,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Brescia; Syddansk Universitet; Technion-Israel Institute of Technology; Universidade Federal de Juiz de Fora; Universidade do Porto; Tallinna Tehnikaülikool; Nottingham Trent University; İzmir Yüksek Teknoloji Enstitüsü; University of Southern California; Trent University; University of East London; University of Thessaly; Université de Liège; Technische Universiteit Delft; Aarhus Universitet; Universidade do Minho; Eidgenössische Technische Hochschule Zürich; RMIT University; Massachusetts Institute of Technology; Technische Universität München; KU Leuven","keywords":"Futures contract; Computer science; Architectural design; Architectural engineering; Architecture; Systems engineering; Data science; Human–computer interaction; Engineering; Visual arts; Business; Art","score_opus":0.03448093971174093,"score_gpt":0.28600956452595006,"score_spread":0.2515286248142091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383099037","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012893707,0.013546177,0.771355,0.0017613863,0.0013544847,0.00011496803,0.0013745701,0.007395927,0.20180812],"genre_scores_gemma":[0.03989774,0.014354387,0.5762497,0.00067471183,0.0003868772,0.00045691384,0.003779658,0.0042646443,0.35993546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995472,0.00007211506,0.000016618618,0.0000660334,0.00027911077,0.000019020645],"domain_scores_gemma":[0.99938333,0.00026091246,0.00002514056,0.00012214258,0.00018231831,0.000026120886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006612206,0.0015569474,0.00071495376,0.0011434577,0.00066706334,0.0031795895,0.0015410219,0.0014258587,0.06787402],"category_scores_gemma":[0.0015545255,0.0012078874,0.0008943578,0.0016365577,0.0009352614,0.001829266,0.0015718297,0.0016379631,0.02168548],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004034644,0.00003197522,0.0002942552,0.0006307678,0.000052047915,0.00010280329,0.00022348255,0.05899634,0.0036367145,0.1371231,0.3497298,0.44913843],"study_design_scores_gemma":[0.000018702533,0.000020552705,0.00024782773,0.00015418029,0.000023395718,0.00020215135,0.00007634072,0.09387014,0.0023719284,0.07541182,0.8275747,0.000028288798],"about_ca_topic_score_codex":0.0051630535,"about_ca_topic_score_gemma":0.010429149,"teacher_disagreement_score":0.06787402,"about_ca_system_score_codex":0.00079454033,"about_ca_system_score_gemma":0.0010615061,"threshold_uncertainty_score":0.22706121},"labels":[],"label_agreement":null},{"id":"W4384831866","doi":"10.1016/j.enbuild.2023.113376","title":"Structuring heterogeneous urban data: A framework to develop the data model for energy simulation of cities","year":2023,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"CityGML; Computer science; Context (archaeology); Data model (GIS); Key (lock); 3D city models; Data modeling; Structuring; Data science; Energy modeling; Process (computing); Systems engineering; Efficient energy use; Data mining; Database; Engineering; Visualization; Geography; Artificial intelligence","score_opus":0.05267797678432999,"score_gpt":0.28126385948535987,"score_spread":0.22858588270102986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384831866","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038727748,0.000040109986,0.99048585,0.00022604111,0.0000263705,0.000091949354,0.0019200646,0.0019953034,0.0013415752],"genre_scores_gemma":[0.15400004,0.00029033693,0.8312105,0.00022007967,0.000040369574,0.0005781425,0.0101891905,0.0012271408,0.0022442015],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988933,0.00028829242,0.000155661,0.00017414211,0.000402321,0.00008625775],"domain_scores_gemma":[0.99831367,0.000500083,0.000098711,0.0006085461,0.00037263893,0.00010648143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019589635,0.00079936034,0.00087891886,0.0017693639,0.0010157765,0.0039020793,0.0026603106,0.001440342,0.0032069143],"category_scores_gemma":[0.0055981316,0.00086731464,0.0027149508,0.0023248398,0.0009486652,0.003306031,0.0030511504,0.0018959327,0.0012990865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051223396,0.00010857694,0.0039428547,0.0001611543,0.00012772254,0.0002092045,0.00048281183,0.7686055,0.0024725602,0.17723607,0.007292558,0.03930974],"study_design_scores_gemma":[0.000009471513,0.000008780007,0.00019310309,0.000027895969,0.000017545644,0.00003124248,0.00007587989,0.9440543,0.0015773862,0.038807295,0.0151815,0.000015523277],"about_ca_topic_score_codex":0.018054616,"about_ca_topic_score_gemma":0.0242476,"teacher_disagreement_score":0.018054616,"about_ca_system_score_codex":0.0013755484,"about_ca_system_score_gemma":0.002385948,"threshold_uncertainty_score":0.035899043},"labels":[],"label_agreement":null},{"id":"W4386014738","doi":"10.1007/978-3-662-67868-8","title":"Transactions on Computational Science XL","year":2023,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University; Concordia University; University of Calgary","funders":"","keywords":"Computer science; Volume (thermodynamics); Object (grammar); Computational geometry; Artificial intelligence; Computer graphics (images); Theoretical computer science; Computational science","score_opus":0.014558231244954534,"score_gpt":0.2427303762897514,"score_spread":0.22817214504479685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386014738","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051746597,0.058502812,0.36448222,0.019624373,0.03643199,0.0002966971,0.0069815316,0.0059330934,0.50257254],"genre_scores_gemma":[0.04587943,0.039158612,0.13384634,0.0027339456,0.00708832,0.00047659603,0.010209527,0.0031074975,0.75749964],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861765,0.00029388643,0.00009788981,0.0002386069,0.0006721379,0.00007982062],"domain_scores_gemma":[0.9974891,0.00069965085,0.00006291468,0.0010394757,0.0005846482,0.00012413973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016529165,0.0013096761,0.001818994,0.0015670484,0.0007649124,0.0037366962,0.0013256636,0.0010915223,0.1816285],"category_scores_gemma":[0.005261908,0.0005676208,0.0010026911,0.003354958,0.0012155708,0.0026261841,0.0025638847,0.0024730111,0.080605105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007164553,0.00006285027,0.0004928963,0.0004483461,0.00005977412,0.000065379994,0.000062537685,0.0026938622,0.00073911675,0.07047921,0.51685524,0.40796912],"study_design_scores_gemma":[0.000037745704,0.000039472707,0.0008006888,0.00028440304,0.00003913454,0.00019931767,0.0000857805,0.016160991,0.0007091762,0.09635485,0.8852745,0.000013948182],"about_ca_topic_score_codex":0.0030129794,"about_ca_topic_score_gemma":0.0033810267,"teacher_disagreement_score":0.1816285,"about_ca_system_score_codex":0.0011686538,"about_ca_system_score_gemma":0.0016512257,"threshold_uncertainty_score":0.60760784},"labels":[],"label_agreement":null},{"id":"W4386432437","doi":"10.1007/978-981-19-9822-5_314","title":"Simulation of Electricity Demand in Non-residential Buildings Based on CityGML Data Models","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electricity; CityGML; Quarter (Canadian coin); Work (physics); Electricity demand; Environmental economics; Computer science; Architectural engineering; Environmental science; Electricity generation; Engineering; Geography; Economics; Data mining","score_opus":0.01873633407076747,"score_gpt":0.2135081673661933,"score_spread":0.19477183329542583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386432437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82407886,0.00033384183,0.12329765,0.0008243668,0.00025607197,0.0001895427,0.012668463,0.0052983523,0.033052776],"genre_scores_gemma":[0.965163,0.00012898761,0.024140079,0.00006867278,0.00001822454,0.00011304188,0.00470956,0.00028307585,0.005375405],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998234,0.000048998696,0.000012834819,0.00003772485,0.000045783538,0.000031317624],"domain_scores_gemma":[0.9992605,0.0004896918,0.000034880017,0.000053212214,0.000112738606,0.000048970174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037311154,0.000672572,0.0007451192,0.000553769,0.00044124218,0.0012207424,0.0014298578,0.0010475937,0.006591886],"category_scores_gemma":[0.0011203971,0.0006532067,0.0009935782,0.00082880224,0.00039434832,0.0009553572,0.00056178577,0.00074121304,0.00079341227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002174984,0.000029900613,0.00077726145,0.000015905543,0.000010949905,0.000020912787,0.000013339863,0.9963965,0.0002860535,0.0004889896,0.0004334315,0.0015049671],"study_design_scores_gemma":[0.0000040837062,0.0000027825783,0.00012484414,0.0000010094049,0.0000013230697,0.0000018949062,0.0000044259355,0.9994574,0.0001471255,0.00012762325,0.00012566969,0.0000018983446],"about_ca_topic_score_codex":0.06756611,"about_ca_topic_score_gemma":0.061649956,"teacher_disagreement_score":0.06756611,"about_ca_system_score_codex":0.0015979619,"about_ca_system_score_gemma":0.00089365087,"threshold_uncertainty_score":0.13434565},"labels":[],"label_agreement":null},{"id":"W4386499819","doi":"10.52267/ijaser.2023.4403","title":"TOWARDS A 3D WEB TOOL FOR VISUALIZATION AND SIMULATION OF URBAN FLOODING: THE CASE OF METROPOLITAN CITIES IN CAMEROON","year":2023,"lang":"en","type":"article","venue":"International Journal of Applied Science and Engineering Review","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre de Géomatique du Québec","funders":"","keywords":"Metropolitan area; Visualization; Flooding (psychology); Environmental planning; Computer science; Geography; Environmental science; Data mining; Archaeology; Psychology","score_opus":0.0194126965960385,"score_gpt":0.3023602302182019,"score_spread":0.2829475336221634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386499819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63725066,0.00085912773,0.3336166,0.0015394868,0.00014672894,0.00085085165,0.003348557,0.009946818,0.012440996],"genre_scores_gemma":[0.7540211,0.0008333641,0.2404853,0.00009112593,0.000014958839,0.00039313952,0.001889417,0.00029847314,0.0019732106],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994442,0.0003217945,0.00003275521,0.000046099874,0.00010004863,0.000055101133],"domain_scores_gemma":[0.9989587,0.0005686761,0.00006452733,0.000102496895,0.00018428356,0.00012129223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016616716,0.00091458665,0.0003796769,0.0016930456,0.00060087134,0.0021277617,0.0008721494,0.0010790923,0.0028803153],"category_scores_gemma":[0.0024321736,0.00032390954,0.00073521683,0.0015108039,0.00058397604,0.0011581243,0.0016933728,0.00046438872,0.00036814858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013018288,0.00069879356,0.029767541,0.0018228408,0.0002530561,0.0038699477,0.006188247,0.6554763,0.034395803,0.01459444,0.01470269,0.23692854],"study_design_scores_gemma":[0.00010430799,0.00025812193,0.010926069,0.00030340726,0.000092862225,0.00035680103,0.0030884296,0.9442641,0.012383691,0.0040366533,0.024074936,0.0001107415],"about_ca_topic_score_codex":0.017234618,"about_ca_topic_score_gemma":0.017056322,"teacher_disagreement_score":0.017234618,"about_ca_system_score_codex":0.0007325526,"about_ca_system_score_gemma":0.0010342721,"threshold_uncertainty_score":0.034268618},"labels":[],"label_agreement":null},{"id":"W4386761115","doi":"10.1016/j.landusepol.2023.106905","title":"3D real property in vertical mixed-use developments. A comparative analysis of common property and management aspects in selected jurisdictions – The case of British Columbia, Denmark and Sweden","year":2023,"lang":"en","type":"article","venue":"Land Use Policy","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Innovationsfonden","keywords":"Legislation; Jurisdiction; Property (philosophy); Property rights; Property law; Law and economics; Common law; Real property; Business; Law; Political science; Sociology","score_opus":0.02676280894863053,"score_gpt":0.2679161577148407,"score_spread":0.24115334876621014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386761115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88339293,0.0018657531,0.0013863381,0.00066539785,0.00001504502,0.00003599467,0.00017901683,0.000013336625,0.11244624],"genre_scores_gemma":[0.995394,0.00036995922,0.0004230236,0.000026120437,0.0000011465186,0.000007739743,0.00006227375,0.0000059668,0.0037098154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99747604,0.0005009287,0.00007471932,0.00024978537,0.0010757801,0.0006227955],"domain_scores_gemma":[0.9981896,0.00045396786,0.00036864833,0.00015912323,0.0005702717,0.00025845424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010266331,0.00018296558,0.000267617,0.002999197,0.0054658055,0.0068117213,0.0011206111,0.0008939476,0.004283418],"category_scores_gemma":[0.0027727329,0.00024356888,0.0003480998,0.0054568416,0.0069399728,0.00211181,0.0032078428,0.0007485168,0.00021631953],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019430243,0.00022052547,0.23177838,0.0006235034,0.00017131584,0.012710696,0.12627232,0.01813778,0.0036979422,0.489906,0.0052289036,0.111058235],"study_design_scores_gemma":[0.000013801769,0.00008026187,0.5507094,0.0007667316,0.00010093839,0.0014363276,0.26277852,0.00813948,0.0010948497,0.013146899,0.16161719,0.000115573355],"about_ca_topic_score_codex":0.8135687,"about_ca_topic_score_gemma":0.9184839,"teacher_disagreement_score":0.18643129,"about_ca_system_score_codex":0.024646182,"about_ca_system_score_gemma":0.014077855,"threshold_uncertainty_score":0.3750584},"labels":[],"label_agreement":null},{"id":"W4387208539","doi":"10.1016/j.gmod.2023.101203","title":"Editorial special issue on the 9th smart tools and applications in graphics conference (STAG 2022)","year":2023,"lang":"en","type":"article","venue":"Graphical Models","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Computer graphics (images)","score_opus":0.02852276398535324,"score_gpt":0.23995423729515006,"score_spread":0.2114314733097968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387208539","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000062799794,0.0024941077,0.00018652696,0.017697025,0.975759,0.00003802797,0.00012383178,0.000094074625,0.0035445932],"genre_scores_gemma":[0.00066172413,0.003006839,0.00019589558,0.01592326,0.9391272,0.00006120628,0.00017212871,0.000120904464,0.040730923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682474,0.0004110355,0.00021377385,0.00043646496,0.001713352,0.00040071816],"domain_scores_gemma":[0.98882514,0.0023928983,0.00084201066,0.00035532864,0.0048119933,0.0027726449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041349754,0.0044446457,0.0036427872,0.0036232998,0.002445439,0.0083618695,0.0027871046,0.013209446,0.08435616],"category_scores_gemma":[0.010422164,0.0012778675,0.0030715754,0.001266842,0.0012156587,0.0031613852,0.0024259377,0.010654582,0.047141053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006974199,0.000017077438,0.000020687126,0.000076990524,0.0000104878745,0.00004716095,0.0000031832808,0.000022825783,0.00009922219,0.00009345201,0.99550533,0.0040338016],"study_design_scores_gemma":[0.00013683441,0.0000642612,0.00039981955,0.00018208216,0.000048408605,0.00010339644,0.000021098638,0.00024028108,0.00015935986,0.00062727294,0.9980013,0.000015799316],"about_ca_topic_score_codex":0.0015416222,"about_ca_topic_score_gemma":0.005570295,"teacher_disagreement_score":0.08435616,"about_ca_system_score_codex":0.0018936098,"about_ca_system_score_gemma":0.0016825966,"threshold_uncertainty_score":0.28219944},"labels":[],"label_agreement":null},{"id":"W4387803165","doi":"10.1109/igarss52108.2023.10283369","title":"Instance Segmentation on 3D City Meshes for Building Extraction","year":2023,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Segmentation; Computer science; Polygon mesh; Scale-space segmentation; Image segmentation; Artificial intelligence; Segmentation-based object categorization; Architecture; Hidden Markov model; Data mining; Pattern recognition (psychology); Machine learning; Computer vision; Computer graphics (images); Geography","score_opus":0.03521102526170028,"score_gpt":0.3070178034023432,"score_spread":0.2718067781406429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387803165","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039688546,0.00047915557,0.93539006,0.00024253098,0.00012544337,0.0002907387,0.0056008995,0.013950188,0.0042325025],"genre_scores_gemma":[0.31266752,0.0006481339,0.653995,0.00023697749,0.00009266199,0.00030655705,0.027679503,0.0014516216,0.0029220413],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994124,0.000053011907,0.000033937325,0.00019602824,0.00020886808,0.00009574203],"domain_scores_gemma":[0.99961877,0.0001194991,0.00003592444,0.00010474594,0.00009750535,0.000023578887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003045869,0.0012309614,0.0012387165,0.0037642976,0.0007288848,0.0015954396,0.0015212744,0.0016932591,0.004458557],"category_scores_gemma":[0.0017707488,0.0007245685,0.0020851535,0.0036402321,0.00052415923,0.0013355267,0.0013334353,0.0010384129,0.0024793267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033536553,0.0001877589,0.0069005755,0.0005530812,0.00024522978,0.00066075654,0.0003666764,0.31605175,0.047174536,0.013051279,0.03129543,0.5831775],"study_design_scores_gemma":[0.00001037011,0.00002195118,0.0018245418,0.00003530304,0.000030201014,0.00020540626,0.0001267852,0.96923023,0.0124267535,0.0070880097,0.008977503,0.000022881803],"about_ca_topic_score_codex":0.012526976,"about_ca_topic_score_gemma":0.028057184,"teacher_disagreement_score":0.012526976,"about_ca_system_score_codex":0.0008589259,"about_ca_system_score_gemma":0.0008438078,"threshold_uncertainty_score":0.024908125},"labels":[],"label_agreement":null},{"id":"W4388989606","doi":"10.1016/j.landusepol.2023.106972","title":"A conceptual framework for automatic modelling and conflict detection of 3D land-use regulation restrictions to support issuing planning permits","year":2023,"lang":"en","type":"article","venue":"Land Use Policy","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"CityGML; Zoning; Computer science; Variety (cybernetics); Representation (politics); 3D city models; Task (project management); Conceptual model; Conceptual framework; Land use; Subdivision; Data science; Data mining; Artificial intelligence; Systems engineering; Civil engineering; Engineering; Database; Visualization; Law","score_opus":0.07010182355830272,"score_gpt":0.3144135034923158,"score_spread":0.24431167993401307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388989606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010911709,0.000045163662,0.99531317,0.000117476455,0.000025368874,0.00008702594,0.0003164993,0.001622014,0.0013821195],"genre_scores_gemma":[0.06520838,0.00017988661,0.93145955,0.00009840311,0.000028321452,0.00027611945,0.0011288979,0.00032320357,0.0012972314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975986,0.00050394784,0.00031341452,0.00047800128,0.0009013578,0.00020472592],"domain_scores_gemma":[0.99622476,0.0014906263,0.0004165974,0.00075341034,0.0008808436,0.0002337613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040467684,0.0013193049,0.0012009523,0.0038115089,0.0014666595,0.0076752063,0.0053868024,0.002518841,0.007512593],"category_scores_gemma":[0.009250987,0.0014188396,0.0033724653,0.0029855885,0.0026837946,0.0050601494,0.0042311396,0.0026196437,0.0022836255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086432054,0.0001843808,0.0021587436,0.0004093947,0.00016775324,0.00048128868,0.00095347705,0.3720025,0.0051501733,0.5389924,0.0064821383,0.07293122],"study_design_scores_gemma":[0.000018803792,0.00002184661,0.0002176834,0.0000836273,0.000048658294,0.00008837858,0.00014514994,0.8839277,0.0028758268,0.08801392,0.024512868,0.00004566867],"about_ca_topic_score_codex":0.028489364,"about_ca_topic_score_gemma":0.032055844,"teacher_disagreement_score":0.028489364,"about_ca_system_score_codex":0.002086707,"about_ca_system_score_gemma":0.0043453597,"threshold_uncertainty_score":0.056647062},"labels":[],"label_agreement":null},{"id":"W4389331807","doi":"10.5194/isprs-annals-x-1-w1-2023-97-2023","title":"ENABLING INTEROPERABILITY OF URBAN BUILDING ENERGY DATA BASED ON OGC API STANDARDS AND CITYGML 3D CITY MODELS","year":2023,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Natural Resources Canada; Bundesministerium für Bildung und Forschung","keywords":"CityGML; Web Coverage Service; Interoperability; Computer science; Geospatial analysis; Application programming interface; Database; Sensor web; Testbed; World Wide Web; Web service; Visualization; Operating system; Geography; Data mining; Web mapping; Web standards; Remote sensing","score_opus":0.08418290754031164,"score_gpt":0.3159703051163066,"score_spread":0.23178739757599492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389331807","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055976983,0.00021644641,0.8234732,0.0016216491,0.0002856951,0.0008712307,0.022316182,0.04437695,0.05086169],"genre_scores_gemma":[0.42591333,0.00052816654,0.4781712,0.0006602129,0.000064330285,0.0011769562,0.07759997,0.008055425,0.00783043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99464923,0.0010887363,0.00066135655,0.0005431374,0.0026404206,0.0004170384],"domain_scores_gemma":[0.9889902,0.0015479896,0.00048655056,0.0058487854,0.0028216902,0.0003047082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065950397,0.0009791142,0.00079995784,0.00431613,0.0013386479,0.009006339,0.002794467,0.0012776544,0.0030282438],"category_scores_gemma":[0.013826591,0.00073799875,0.001522776,0.007342132,0.0014328539,0.0060008815,0.0060185334,0.0023562675,0.0021970565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087515777,0.0007542101,0.036386024,0.00081719895,0.00045257504,0.001169597,0.004814387,0.18821947,0.018943295,0.37606362,0.07820185,0.29330257],"study_design_scores_gemma":[0.00012051646,0.00008574224,0.0122693805,0.00052447506,0.00013644823,0.0002539323,0.0019225335,0.46770176,0.04502543,0.08730955,0.384345,0.00030523745],"about_ca_topic_score_codex":0.0511018,"about_ca_topic_score_gemma":0.047131993,"teacher_disagreement_score":0.0511018,"about_ca_system_score_codex":0.0033457167,"about_ca_system_score_gemma":0.0055245208,"threshold_uncertainty_score":0.10160869},"labels":[],"label_agreement":null},{"id":"W4389356848","doi":"10.5194/isprs-annals-x-1-w1-2023-487-2023","title":"AUTOMATIC GENERATION OF ROUTING GRAPHS FOR INDOOR-OUTDOOR TRANSITIONAL SPACE TO SUPPORT SEAMLESS NAVIGATION","year":2023,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Geospatial analysis; CityGML; Focus (optics); Geography; Artificial intelligence; Remote sensing","score_opus":0.07339405097472022,"score_gpt":0.31665694418307855,"score_spread":0.2432628932083583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389356848","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021619007,0.00018041907,0.92082036,0.00013298752,0.0001052341,0.00018928613,0.003557073,0.049824025,0.0035715585],"genre_scores_gemma":[0.22560418,0.00030281342,0.751001,0.00009684579,0.000019314557,0.0003207176,0.015161525,0.004465583,0.003028048],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999653,0.000053247433,0.000021738962,0.00010873628,0.00012190912,0.00004141658],"domain_scores_gemma":[0.99946636,0.0002010471,0.00005351594,0.00011501832,0.00011557944,0.0000485725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037354912,0.0016946944,0.00071594474,0.0016002229,0.000625555,0.0012266495,0.0015208292,0.0008903587,0.005629622],"category_scores_gemma":[0.0016953957,0.0007468239,0.0016770215,0.0011083146,0.00043027152,0.0009476849,0.0016756457,0.0009243662,0.0024237437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026417192,0.0002261063,0.008330999,0.0010018295,0.0002566062,0.0010692129,0.00085515826,0.6389817,0.020378496,0.019648196,0.03631942,0.2726681],"study_design_scores_gemma":[0.000023270279,0.00003030542,0.0007931375,0.000045058376,0.000034916306,0.00012884135,0.00012694199,0.9662389,0.0067907674,0.009339141,0.016412364,0.000036360438],"about_ca_topic_score_codex":0.010549106,"about_ca_topic_score_gemma":0.024390196,"teacher_disagreement_score":0.010549106,"about_ca_system_score_codex":0.0006063366,"about_ca_system_score_gemma":0.0013803239,"threshold_uncertainty_score":0.020975411},"labels":[],"label_agreement":null},{"id":"W4389434155","doi":"10.1007/979-8-8688-0041-2_6","title":"Creating 3D Infographic Projects and Perspective Basics","year":2023,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delta-Q Technologies (Canada)","funders":"","keywords":"Infographic; Perspective (graphical); Computer science; Artificial intelligence; Data mining","score_opus":0.02663844301141992,"score_gpt":0.22588909730707066,"score_spread":0.19925065429565075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389434155","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003980616,0.001833105,0.6628834,0.0010357754,0.00058913603,0.00025222855,0.0010690356,0.005463634,0.32289305],"genre_scores_gemma":[0.0418251,0.008039794,0.7448793,0.0004456668,0.00023209678,0.0005412487,0.0030465063,0.0050700326,0.19592029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994905,0.00011824298,0.000023293062,0.00006119372,0.00026795387,0.000038815124],"domain_scores_gemma":[0.99945146,0.00019099737,0.000017194581,0.00011597564,0.00012428517,0.00010014549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069595804,0.0010806615,0.00039225767,0.002198145,0.0013815443,0.0061490308,0.0009385192,0.0011291176,0.054033782],"category_scores_gemma":[0.002402301,0.0007531052,0.0010188562,0.0025699523,0.0015949331,0.0056656273,0.0038879707,0.0017766622,0.01875983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031173124,0.000040686507,0.00050970714,0.0008817809,0.000011631118,0.00048745028,0.0060491944,0.003825727,0.0049927304,0.430955,0.11582633,0.43638858],"study_design_scores_gemma":[0.000005701001,0.000018123948,0.0003256315,0.00025749367,0.0000067180877,0.00080612826,0.00081790437,0.0024082076,0.0020498852,0.036364887,0.95691735,0.000021912565],"about_ca_topic_score_codex":0.0014876152,"about_ca_topic_score_gemma":0.0035197772,"teacher_disagreement_score":0.054033782,"about_ca_system_score_codex":0.0007305295,"about_ca_system_score_gemma":0.0007909973,"threshold_uncertainty_score":0.18076104},"labels":[],"label_agreement":null},{"id":"W4389614785","doi":"10.29327/projetar2023.650921","title":"Escuta cidadã com crianças para planejar a cidade: tecnologias de VGI e Geodesign","year":2023,"lang":"pt","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Volunteered geographic information; Computer science; Data science","score_opus":0.04987180215721663,"score_gpt":0.27778200345087045,"score_spread":0.22791020129365383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389614785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6745663,0.024260506,0.053945653,0.020612514,0.0006469962,0.0008195452,0.00050711737,0.00067936006,0.22396201],"genre_scores_gemma":[0.9366812,0.010649505,0.042323623,0.00031456677,0.00010236948,0.00020019265,0.000103028426,0.000052872434,0.009572615],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944939,0.0036682575,0.00017283036,0.0004731875,0.0006740864,0.0005176479],"domain_scores_gemma":[0.9955016,0.0024754622,0.00058745366,0.00057655794,0.00047513915,0.00038376413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007283356,0.0008948671,0.0005036185,0.0045837094,0.0057901638,0.008180479,0.0015812726,0.0013794163,0.005648177],"category_scores_gemma":[0.010418333,0.00043208332,0.00046155503,0.010618628,0.0056106616,0.003494595,0.0062429067,0.0014094575,0.000754917],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002576852,0.00020604477,0.06927888,0.0021405201,0.000050078143,0.0030193168,0.21707556,0.0020138514,0.0034326552,0.08792423,0.0076334607,0.6069677],"study_design_scores_gemma":[0.000036093214,0.00040021958,0.05801222,0.0014979808,0.00008879746,0.0042666355,0.5092407,0.0013914856,0.002450685,0.018076338,0.40442353,0.00011529358],"about_ca_topic_score_codex":0.02110958,"about_ca_topic_score_gemma":0.05161109,"teacher_disagreement_score":0.02110958,"about_ca_system_score_codex":0.0059732,"about_ca_system_score_gemma":0.007682895,"threshold_uncertainty_score":0.043338835},"labels":[],"label_agreement":null},{"id":"W4390114512","doi":"10.1002/9781394264933.ch8","title":"BIM, GIS","year":2023,"lang":"en","type":"other","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Interoperability; Computer science; Building information modeling; Geographic information system; Smart city; Data sharing; Process (computing); AM/FM/GIS; Information system; Data science; Data model (GIS); Database; World Wide Web; GIS applications; Internet of Things; Engineering; Geography","score_opus":0.01120359608806031,"score_gpt":0.21540888871996544,"score_spread":0.20420529263190512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390114512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003496772,0.025714459,0.29153934,0.010727054,0.0044279452,0.0004751953,0.009979356,0.009814883,0.643825],"genre_scores_gemma":[0.15155412,0.05898887,0.48203802,0.007289017,0.003867297,0.0010098467,0.024517687,0.0056941244,0.26504105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968741,0.00069356646,0.00020022354,0.00039973433,0.0016901607,0.0001420659],"domain_scores_gemma":[0.99855286,0.00033020708,0.000106873544,0.00030380065,0.0005718087,0.00013442352],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001789407,0.0015054088,0.00090953725,0.006344372,0.0016877691,0.010314014,0.0022482076,0.0026733633,0.040984105],"category_scores_gemma":[0.004911578,0.0006091026,0.0007270243,0.011586185,0.0027937922,0.007250665,0.0048077535,0.0019674816,0.022511676],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004376326,0.000042247008,0.00068377034,0.0008225328,0.000033355303,0.0002817539,0.000601899,0.0049712816,0.00081243494,0.4452567,0.21634759,0.33010265],"study_design_scores_gemma":[0.000004298358,0.000006629088,0.00024617006,0.00016075798,0.000008546405,0.0003110012,0.00020526834,0.0017813873,0.00030915716,0.055834014,0.9411172,0.00001557783],"about_ca_topic_score_codex":0.008715062,"about_ca_topic_score_gemma":0.005879806,"teacher_disagreement_score":0.9590159,"about_ca_system_score_codex":0.0021330756,"about_ca_system_score_gemma":0.002574818,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4390650811","doi":"10.33022/ijcs.v12i6.3486","title":"Pemodelan Simulasi Aliran Udara terhadap Bangunan 3d Berbasis CityGML dan Computational Fluid Dynamics","year":2023,"lang":"id","type":"article","venue":"Indonesian Journal of Computer Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics","score_opus":0.013234969775622083,"score_gpt":0.2437441647650252,"score_spread":0.23050919498940312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390650811","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17254423,0.0014799375,0.7322985,0.0022224789,0.00069940166,0.0003223788,0.004066152,0.006547727,0.07981928],"genre_scores_gemma":[0.7608236,0.0022651812,0.17032607,0.0004945068,0.00009003418,0.0005727283,0.0036871086,0.0012191432,0.06052161],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997458,0.00004154179,0.000016089423,0.000050248796,0.000114500996,0.000031851316],"domain_scores_gemma":[0.9996871,0.00012736292,0.000025135276,0.00003830976,0.0000997273,0.000022429045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032995385,0.0008079958,0.0006654971,0.0003999706,0.00075428816,0.0020236531,0.00072954537,0.0013623941,0.011911929],"category_scores_gemma":[0.0010690591,0.00047340215,0.00095355493,0.0004480541,0.0005717823,0.0013706523,0.0011521681,0.0011665496,0.0020542822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028621405,0.00016932953,0.0070920424,0.0006550503,0.00008131434,0.00050159515,0.0005946104,0.82874507,0.04366799,0.016423566,0.009718211,0.09206512],"study_design_scores_gemma":[0.00003654514,0.00007303869,0.0020361554,0.000070395196,0.00003291672,0.000112063644,0.00021705155,0.9445666,0.017851954,0.003289595,0.031650096,0.00006363013],"about_ca_topic_score_codex":0.013026399,"about_ca_topic_score_gemma":0.009688815,"teacher_disagreement_score":0.013026399,"about_ca_system_score_codex":0.00078828615,"about_ca_system_score_gemma":0.0019002814,"threshold_uncertainty_score":0.0398494},"labels":[],"label_agreement":null},{"id":"W4390826091","doi":"10.14733/cadaps.2024.778-790","title":"3D Modeling for Multimodal Visualization of Medical Data","year":2024,"lang":"en","type":"article","venue":"Computer-Aided Design and Applications","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Visualization; Computer science; Data visualization; Human–computer interaction; Data science; Artificial intelligence","score_opus":0.0627931498983788,"score_gpt":0.32299960644812997,"score_spread":0.26020645654975116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390826091","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006483391,0.002108445,0.9625014,0.0014891858,0.00024704545,0.00020584316,0.004087881,0.01674617,0.0061305817],"genre_scores_gemma":[0.24812613,0.0048435186,0.7254464,0.0013459665,0.00030933664,0.0008750844,0.0063330512,0.0043120743,0.00840853],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929893,0.00022199353,0.00006100219,0.00010071651,0.00026644254,0.00005087522],"domain_scores_gemma":[0.9987627,0.00069438264,0.0000923308,0.0002067677,0.00018300566,0.000060845792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012905311,0.0011815503,0.00087001873,0.002976003,0.00037546078,0.0034814568,0.0010496946,0.0015745005,0.023333155],"category_scores_gemma":[0.005282479,0.0006839999,0.0015820204,0.0021322232,0.0004075094,0.0011629038,0.002554901,0.0009956022,0.005608257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009059722,0.00017982893,0.004424517,0.0019465046,0.00033282195,0.0017072926,0.0016225319,0.07725033,0.05139642,0.026491517,0.099375024,0.7343672],"study_design_scores_gemma":[0.00011688801,0.00023092037,0.0037844654,0.00048041038,0.00016147984,0.0030687398,0.0004451073,0.77664644,0.026582008,0.03625744,0.15202148,0.00020461883],"about_ca_topic_score_codex":0.0021816895,"about_ca_topic_score_gemma":0.0032481533,"teacher_disagreement_score":0.023333155,"about_ca_system_score_codex":0.0004386776,"about_ca_system_score_gemma":0.0008633409,"threshold_uncertainty_score":0.07805723},"labels":[],"label_agreement":null},{"id":"W4391227510","doi":"10.3389/feart.2023.1230973","title":"Review of the state of practice in geovisualization in the geosciences","year":2024,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geovisualization; State (computer science); Geology; Data science; Computer science; Visualization; Data mining; Information visualization","score_opus":0.008128537654737675,"score_gpt":0.2743356431373535,"score_spread":0.2662071054826158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391227510","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019482209,0.9931571,0.00055312994,0.0021458513,0.0007876064,0.000013869535,0.0000551748,0.000019092466,0.0030734278],"genre_scores_gemma":[0.0018070095,0.99511826,0.0008781476,0.0009176274,0.0005789035,0.00002260379,0.00007561865,0.00001712126,0.0005846297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962322,0.001172627,0.0006994807,0.00043779315,0.001282656,0.00017529461],"domain_scores_gemma":[0.9683207,0.02266376,0.0017787641,0.00063455914,0.0058379215,0.000764226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071842996,0.0008305649,0.0015353967,0.008626266,0.00071243785,0.005298609,0.0019869287,0.0022977567,0.010477433],"category_scores_gemma":[0.023672989,0.0006072197,0.0010791395,0.011266302,0.0021127095,0.005454337,0.00195897,0.0023564366,0.003347242],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006782434,0.000044797187,0.0003967995,0.041016586,0.00006591156,0.000090366026,0.00067817495,0.00038999706,0.00045227123,0.009994241,0.053488307,0.89331484],"study_design_scores_gemma":[0.000009277976,0.000051341034,0.0017906312,0.06325643,0.00011556085,0.00054638856,0.00058675895,0.00014491634,0.0002586613,0.0033595525,0.92984533,0.000035149576],"about_ca_topic_score_codex":0.009327088,"about_ca_topic_score_gemma":0.010897413,"teacher_disagreement_score":0.010477433,"about_ca_system_score_codex":0.0038401482,"about_ca_system_score_gemma":0.0072569116,"threshold_uncertainty_score":0.037994623},"labels":[],"label_agreement":null},{"id":"W4391728917","doi":"10.1007/978-3-031-17299-1_2591","title":"Scalogram Analysis","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","score_opus":0.019998152110578093,"score_gpt":0.21471152541793917,"score_spread":0.19471337330736108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391728917","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002807811,0.00072742096,0.9325168,0.0003942765,0.00047000486,0.00009079227,0.0019359518,0.0110833235,0.049973667],"genre_scores_gemma":[0.07377437,0.0027029985,0.72549236,0.00071107084,0.00093829323,0.00029963464,0.010486146,0.012256555,0.17333855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943286,0.000069908856,0.000027723087,0.00014150947,0.0002727869,0.000055072243],"domain_scores_gemma":[0.99871325,0.0003151217,0.00007360791,0.0003382149,0.00050694,0.000052887597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007958031,0.0011916732,0.0008076971,0.0026293632,0.00067345746,0.0028681336,0.0011480952,0.00073938904,0.06753663],"category_scores_gemma":[0.0036588016,0.0005104372,0.0009113377,0.0037158665,0.00064360735,0.0016419776,0.0016037264,0.0010839404,0.035947576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011427879,0.000037538473,0.0010215384,0.00018915528,0.00007128845,0.00013490782,0.00009077881,0.011097518,0.010111123,0.06772466,0.10884128,0.8005659],"study_design_scores_gemma":[0.00003984019,0.000053110653,0.0048983856,0.00014650931,0.00014552785,0.0006093724,0.00023440404,0.32383582,0.032392874,0.114923336,0.5226124,0.00010846752],"about_ca_topic_score_codex":0.004228314,"about_ca_topic_score_gemma":0.0038311295,"teacher_disagreement_score":0.06753663,"about_ca_system_score_codex":0.0006154572,"about_ca_system_score_gemma":0.0011092975,"threshold_uncertainty_score":0.22593254},"labels":[],"label_agreement":null},{"id":"W4391967042","doi":"10.1007/978-3-031-43699-4_33","title":"A Hierarchy of Levels of Detail for 3D Utility Network Models","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in geoinformation and cartography","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Hierarchy; Dimension (graph theory); Computer science; Context (archaeology); Data mining; Cover (algebra); Space (punctuation); Quality (philosophy); Theoretical computer science; Topology (electrical circuits); Mathematics; Engineering; Geography","score_opus":0.01746571216180576,"score_gpt":0.21638033096745526,"score_spread":0.1989146188056495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391967042","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032736575,0.00028506617,0.99207336,0.00011097359,0.000016610698,0.000049179656,0.00023484352,0.00056431716,0.0033920147],"genre_scores_gemma":[0.11658244,0.0008999745,0.876817,0.000087249675,0.000031328153,0.00019372295,0.0008879087,0.0005030885,0.0039972737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989826,0.00026585572,0.00010016687,0.00012760205,0.00043888166,0.00008489256],"domain_scores_gemma":[0.9985403,0.00063755986,0.000107611835,0.00039473144,0.00024783684,0.000072008894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012336823,0.0010550306,0.001019872,0.0014196006,0.00097480556,0.0029922712,0.0018577202,0.0013496573,0.0050059883],"category_scores_gemma":[0.0055331415,0.0013888215,0.0017864421,0.0015314551,0.0010615618,0.0035311398,0.0026668743,0.0020986204,0.0013390712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086742075,0.000055333,0.0011900775,0.00025599534,0.000052486896,0.00019129715,0.00048798637,0.5969429,0.0053924792,0.25627816,0.0050687296,0.13399783],"study_design_scores_gemma":[0.000006936507,0.000018956349,0.00015847832,0.000052031544,0.000017519189,0.000054047163,0.000040029834,0.9149859,0.00095363474,0.07466157,0.009030719,0.000020202768],"about_ca_topic_score_codex":0.0088143535,"about_ca_topic_score_gemma":0.01274385,"teacher_disagreement_score":0.0088143535,"about_ca_system_score_codex":0.0014061526,"about_ca_system_score_gemma":0.0009036383,"threshold_uncertainty_score":0.01752609},"labels":[],"label_agreement":null},{"id":"W4393362051","doi":"10.30998/faktorexacta.v15i4.11419","title":"Pembuatan Peta 3D Urban Model Untuk Visualisasi Dampak Banjir","year":2023,"lang":"id","type":"article","venue":"Faktor Exacta","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geography","score_opus":0.028269625067173138,"score_gpt":0.27162553912061316,"score_spread":0.24335591405344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393362051","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085793436,0.0018323364,0.72165036,0.0013350345,0.0006168385,0.00051164883,0.010392917,0.014761606,0.16310582],"genre_scores_gemma":[0.6073968,0.0048406953,0.26846132,0.00026447064,0.000101438665,0.0010094501,0.016319433,0.0022337611,0.09937269],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998242,0.000028049195,0.0000133508465,0.000038845792,0.000073833566,0.000021778587],"domain_scores_gemma":[0.9998833,0.000029141607,0.000008867175,0.000018729033,0.000050469054,0.000009594818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024083337,0.00083778217,0.00054704165,0.0010937111,0.0006229556,0.0028617587,0.0006031167,0.0008050473,0.02313599],"category_scores_gemma":[0.000443142,0.00047851933,0.0011089916,0.0009862399,0.0004137738,0.0017081172,0.0012115857,0.0006449936,0.00569666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004429,0.00026163942,0.009061259,0.0016484509,0.00011161823,0.0018879072,0.0020009386,0.5550999,0.023680242,0.063552655,0.046617404,0.2956351],"study_design_scores_gemma":[0.00006666486,0.000100630525,0.0051686163,0.00030631816,0.00010448701,0.000993296,0.00091197836,0.67482555,0.016749486,0.014524627,0.28605187,0.00019642875],"about_ca_topic_score_codex":0.007755665,"about_ca_topic_score_gemma":0.006759198,"teacher_disagreement_score":0.02313599,"about_ca_system_score_codex":0.0004911668,"about_ca_system_score_gemma":0.0009384929,"threshold_uncertainty_score":0.077397585},"labels":[],"label_agreement":null},{"id":"W4393623462","doi":"10.5281/zenodo.8277054","title":"GEO-Bench: m-pv4ger-seg","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"Computer science","score_opus":0.0359405857572664,"score_gpt":0.24029301688943241,"score_spread":0.204352431132166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393623462","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024055433,0.000055602817,0.00030958003,0.000076084085,0.000048818936,0.000012432272,0.9949515,0.0031456756,0.0011597489],"genre_scores_gemma":[0.00039355777,0.0000265698,0.00049614283,0.000033556193,0.000006076522,0.00003015379,0.9981115,0.0003800573,0.0005224246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990096,0.00014700502,0.000082226834,0.00032350622,0.00025028063,0.00018735876],"domain_scores_gemma":[0.9987447,0.00016744608,0.00008210984,0.00046924793,0.00040839633,0.00012802675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077904563,0.0029949783,0.0015045939,0.0028585095,0.00091563474,0.0024236804,0.0040255743,0.0028353094,0.06631521],"category_scores_gemma":[0.0031633738,0.00090138364,0.0018591948,0.004774407,0.00059593277,0.0022113484,0.0026402876,0.0023920848,0.19481836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003779687,0.00001438412,0.0004190659,0.00021847457,0.000020470683,0.000018409872,0.000018701212,0.00044317596,0.0001622833,0.00041541544,0.9964916,0.0017402181],"study_design_scores_gemma":[0.00014230213,0.000015740547,0.0025413246,0.0001288729,0.00002238002,0.00007538628,0.00010730297,0.001235387,0.0008351302,0.0018693119,0.99298495,0.000041992924],"about_ca_topic_score_codex":0.02269524,"about_ca_topic_score_gemma":0.04349812,"teacher_disagreement_score":0.06631521,"about_ca_system_score_codex":0.001285821,"about_ca_system_score_gemma":0.0016222502,"threshold_uncertainty_score":0.22184646},"labels":[],"label_agreement":null},{"id":"W4393706063","doi":"10.5281/zenodo.8277053","title":"GEO-Bench: m-pv4ger-seg","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"Computer science","score_opus":0.0359405857572664,"score_gpt":0.24029301688943241,"score_spread":0.204352431132166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393706063","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024055433,0.000055602817,0.00030958003,0.000076084085,0.000048818936,0.000012432272,0.9949515,0.0031456756,0.0011597489],"genre_scores_gemma":[0.00039355777,0.0000265698,0.00049614283,0.000033556193,0.000006076522,0.00003015379,0.9981115,0.0003800573,0.0005224246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990096,0.00014700502,0.000082226834,0.00032350622,0.00025028063,0.00018735876],"domain_scores_gemma":[0.9987447,0.00016744608,0.00008210984,0.00046924793,0.00040839633,0.00012802675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077904563,0.0029949783,0.0015045939,0.0028585095,0.00091563474,0.0024236804,0.0040255743,0.0028353094,0.06631521],"category_scores_gemma":[0.0031633738,0.00090138364,0.0018591948,0.004774407,0.00059593277,0.0022113484,0.0026402876,0.0023920848,0.19481836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003779687,0.00001438412,0.0004190659,0.00021847457,0.000020470683,0.000018409872,0.000018701212,0.00044317596,0.0001622833,0.00041541544,0.9964916,0.0017402181],"study_design_scores_gemma":[0.00014230213,0.000015740547,0.0025413246,0.0001288729,0.00002238002,0.00007538628,0.00010730297,0.001235387,0.0008351302,0.0018693119,0.99298495,0.000041992924],"about_ca_topic_score_codex":0.02269524,"about_ca_topic_score_gemma":0.04349812,"teacher_disagreement_score":0.06631521,"about_ca_system_score_codex":0.001285821,"about_ca_system_score_gemma":0.0016222502,"threshold_uncertainty_score":0.22184646},"labels":[],"label_agreement":null},{"id":"W4393893855","doi":"10.5281/zenodo.8008792","title":"GEO-Bench: m-pv4ger-seg","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"Environmental science","score_opus":0.0359405857572664,"score_gpt":0.24029301688943241,"score_spread":0.204352431132166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393893855","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024055433,0.000055602817,0.00030958003,0.000076084085,0.000048818936,0.000012432272,0.9949515,0.0031456756,0.0011597489],"genre_scores_gemma":[0.00039355777,0.0000265698,0.00049614283,0.000033556193,0.000006076522,0.00003015379,0.9981115,0.0003800573,0.0005224246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990096,0.00014700502,0.000082226834,0.00032350622,0.00025028063,0.00018735876],"domain_scores_gemma":[0.9987447,0.00016744608,0.00008210984,0.00046924793,0.00040839633,0.00012802675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077904563,0.0029949783,0.0015045939,0.0028585095,0.00091563474,0.0024236804,0.0040255743,0.0028353094,0.06631521],"category_scores_gemma":[0.0031633738,0.00090138364,0.0018591948,0.004774407,0.00059593277,0.0022113484,0.0026402876,0.0023920848,0.19481836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003779687,0.00001438412,0.0004190659,0.00021847457,0.000020470683,0.000018409872,0.000018701212,0.00044317596,0.0001622833,0.00041541544,0.9964916,0.0017402181],"study_design_scores_gemma":[0.00014230213,0.000015740547,0.0025413246,0.0001288729,0.00002238002,0.00007538628,0.00010730297,0.001235387,0.0008351302,0.0018693119,0.99298495,0.000041992924],"about_ca_topic_score_codex":0.02269524,"about_ca_topic_score_gemma":0.04349812,"teacher_disagreement_score":0.06631521,"about_ca_system_score_codex":0.001285821,"about_ca_system_score_gemma":0.0016222502,"threshold_uncertainty_score":0.22184646},"labels":[],"label_agreement":null},{"id":"W4394697876","doi":"10.18174/646111","title":"Wood it be possible: constructing timber houses in the Netherlands","year":2024,"lang":"en","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Ministerie van Landbouw, Natuur en Voedselkwaliteit","keywords":"Geography; Agricultural economics; Business; Agroforestry; Forestry; Environmental science; Economics","score_opus":0.04426342730549576,"score_gpt":0.29583460482976687,"score_spread":0.2515711775242711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394697876","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92538726,0.0009228847,0.0028475197,0.0007733661,0.000024587944,0.00015080381,0.0015034976,0.000022622828,0.068367295],"genre_scores_gemma":[0.9816976,0.0008757621,0.004248136,0.00008225506,0.0000043690184,0.00009857784,0.0012946345,0.000046569807,0.011652054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990319,0.00028469999,0.00004157282,0.00012704056,0.00032690514,0.00018786159],"domain_scores_gemma":[0.9989581,0.00049654406,0.0001466667,0.000059686008,0.000221477,0.00011744295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010798712,0.00021636533,0.0001808278,0.00048386637,0.0009551684,0.0022980878,0.0006448148,0.0005824196,0.0043114154],"category_scores_gemma":[0.003102819,0.000324806,0.00020883471,0.0014089128,0.00064141635,0.0017804581,0.0012129956,0.00044063356,0.00056563545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045323075,0.000876081,0.2316468,0.0029634626,0.00018575734,0.021094846,0.1804316,0.042654004,0.014282472,0.13470587,0.055788856,0.31491703],"study_design_scores_gemma":[0.000049148213,0.00020235672,0.31329522,0.0007925707,0.00006752056,0.001827643,0.2278019,0.017894961,0.0050044693,0.013759391,0.4191688,0.00013611265],"about_ca_topic_score_codex":0.25828606,"about_ca_topic_score_gemma":0.48407918,"teacher_disagreement_score":0.25828606,"about_ca_system_score_codex":0.0041317856,"about_ca_system_score_gemma":0.0037356508,"threshold_uncertainty_score":0.5135653},"labels":[],"label_agreement":null},{"id":"W4394862602","doi":"10.1109/wacvw60836.2024.00088","title":"Proceedings of the Workshop on 3D Geometry Generation for Scientific Computing","year":2024,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto","funders":"","keywords":"Computer science; Computational geometry; Computer graphics (images); Computational science; Engineering drawing; Geometry; Artificial intelligence; Engineering; Mathematics","score_opus":0.029730000491240704,"score_gpt":0.2536999511989273,"score_spread":0.2239699507076866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394862602","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065826634,0.05178719,0.6877585,0.045519747,0.07806334,0.00047366097,0.004730838,0.007335806,0.11774821],"genre_scores_gemma":[0.07184484,0.050856374,0.47886902,0.010042733,0.03238851,0.0010372986,0.025132118,0.009076847,0.3207523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769586,0.00068365294,0.000150004,0.00039765093,0.0008722417,0.000200527],"domain_scores_gemma":[0.99603796,0.0011604957,0.000079225116,0.00093017245,0.0010844772,0.000707754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004149322,0.0017532685,0.0016464619,0.0017005127,0.0013083279,0.005878482,0.0029513484,0.002813719,0.047344178],"category_scores_gemma":[0.005830564,0.00094361434,0.0019979675,0.0020434815,0.0014226462,0.0051825885,0.0049226414,0.005424226,0.021860315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022083381,0.00010332195,0.00025646703,0.00048211872,0.000119968776,0.00020348025,0.00038645562,0.005925574,0.0044959965,0.04346548,0.75902164,0.18531866],"study_design_scores_gemma":[0.000033843044,0.0000444267,0.0003037213,0.00021289561,0.000032835265,0.00020208441,0.00011037971,0.012435453,0.0027776517,0.038126,0.94568145,0.00003928922],"about_ca_topic_score_codex":0.002819619,"about_ca_topic_score_gemma":0.0036527815,"teacher_disagreement_score":0.047344178,"about_ca_system_score_codex":0.0017118598,"about_ca_system_score_gemma":0.0021526262,"threshold_uncertainty_score":0.15838206},"labels":[],"label_agreement":null},{"id":"W4394937511","doi":"10.1109/ic-etite58242.2024.10493720","title":"Middle School Architect: Programmatic Modeling and Construction via a 3D Graphics Platform in Elm","year":2024,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Simon Fraser University","funders":"","keywords":"Graphics; Computer science; Computer graphics (images); Computer graphics; 3D computer graphics; Software engineering; Engineering; Engineering drawing","score_opus":0.01704136756777917,"score_gpt":0.21678508429366317,"score_spread":0.199743716725884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394937511","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11422404,0.00028308446,0.6885173,0.0013137271,0.000112898866,0.00024909212,0.000657633,0.029012822,0.1656295],"genre_scores_gemma":[0.25959596,0.0004161061,0.59727335,0.00033941396,0.000043472322,0.00025174156,0.0010166469,0.0035607566,0.1375026],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996803,0.000091481306,0.000011580372,0.00006577034,0.00009350035,0.000057427384],"domain_scores_gemma":[0.9996675,0.00009795815,0.000011849891,0.00008684465,0.00005063865,0.00008526715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088704185,0.00062930165,0.00030896484,0.0011504972,0.0011108477,0.0027739713,0.0012284553,0.0009253509,0.03165608],"category_scores_gemma":[0.0011325005,0.00043930177,0.0005550544,0.0009619124,0.0009163277,0.0030074867,0.0029013224,0.0011414808,0.0069556586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042309452,0.0011035807,0.012923396,0.00025473133,0.000022676884,0.0016682548,0.018352449,0.016198166,0.029693877,0.25529817,0.062094834,0.6019667],"study_design_scores_gemma":[0.00010315578,0.00022764338,0.0054150545,0.00015774218,0.000032556683,0.00082432077,0.0022839287,0.10322869,0.02297353,0.05706765,0.8075992,0.00008652465],"about_ca_topic_score_codex":0.0031046413,"about_ca_topic_score_gemma":0.009023046,"teacher_disagreement_score":0.03165608,"about_ca_system_score_codex":0.0012495797,"about_ca_system_score_gemma":0.0015139852,"threshold_uncertainty_score":0.10590017},"labels":[],"label_agreement":null},{"id":"W4395072907","doi":"10.1080/10095020.2024.2337360","title":"Integrating 3D city data through knowledge graphs","year":2024,"lang":"en","type":"article","venue":"Geo-spatial Information Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bishop's University","funders":"","keywords":"Knowledge graph; Data science; Computer science; Information retrieval; Knowledge management","score_opus":0.04615955147547686,"score_gpt":0.31224265374670807,"score_spread":0.2660831022712312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395072907","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011900504,0.0005236154,0.9326225,0.0012800654,0.00012572433,0.00024221916,0.014953475,0.022893578,0.015458363],"genre_scores_gemma":[0.19329959,0.0021255233,0.74166554,0.00073328166,0.000066268876,0.00034014432,0.052412268,0.0034751862,0.005882172],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979407,0.00038107135,0.00021673193,0.00041343353,0.00091326784,0.00013477152],"domain_scores_gemma":[0.99709046,0.000918507,0.00019844245,0.0010993646,0.0005417181,0.00015140782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015314573,0.0009619674,0.00067023677,0.007855859,0.0008219159,0.005966496,0.0021059266,0.0012321714,0.004393344],"category_scores_gemma":[0.007326395,0.00065440434,0.0016643609,0.008994715,0.0009972806,0.0067601204,0.0072866664,0.0013496617,0.0022481338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024753506,0.0002967581,0.009786964,0.0013752233,0.0004440272,0.00177848,0.0036745663,0.16449128,0.0081552705,0.26524648,0.0742292,0.47027412],"study_design_scores_gemma":[0.000039475362,0.000039633607,0.0028983476,0.0003406793,0.00017128127,0.0004567139,0.0018503338,0.3199621,0.010881205,0.26520002,0.39800158,0.00015862516],"about_ca_topic_score_codex":0.034246147,"about_ca_topic_score_gemma":0.041042253,"teacher_disagreement_score":0.034246147,"about_ca_system_score_codex":0.0018083449,"about_ca_system_score_gemma":0.0019554314,"threshold_uncertainty_score":0.0680936},"labels":[],"label_agreement":null},{"id":"W4396785978","doi":"10.1016/j.isprsjprs.2024.04.024","title":"Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction","year":2024,"lang":"en","type":"article","venue":"ISPRS Journal of Photogrammetry and Remote Sensing","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Foundation (evidence); Geography; Point cloud; Point (geometry); Computer science; Ecology; Environmental resource management; Architectural engineering; Environmental science; Artificial intelligence; Archaeology; Engineering; Biology; Mathematics","score_opus":0.03204957254971702,"score_gpt":0.259932959104503,"score_spread":0.22788338655478596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396785978","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0275259,0.00016527019,0.8828689,0.00018938945,0.00010947064,0.00021650459,0.0046778573,0.07912389,0.005122807],"genre_scores_gemma":[0.3467351,0.00040077762,0.62142426,0.00014546346,0.000032279237,0.00053608924,0.011478397,0.012187351,0.007060359],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998116,0.000023037783,0.0000074637323,0.000041218864,0.000085406165,0.00003116489],"domain_scores_gemma":[0.99972576,0.00012354125,0.000008979399,0.000055496734,0.000045488876,0.000040758627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003050722,0.0014474081,0.0009076444,0.00096209516,0.00060749985,0.001064844,0.0019005871,0.00091608806,0.022771431],"category_scores_gemma":[0.0009929503,0.00079217326,0.0016309664,0.00072454364,0.00043562416,0.001291556,0.0027230473,0.0011115103,0.0029374575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010937449,0.00061644666,0.0057950052,0.0016960385,0.00045901258,0.0016812838,0.0033387076,0.22332934,0.07304675,0.015134331,0.12159858,0.5522108],"study_design_scores_gemma":[0.000130825,0.000080195954,0.001785745,0.000077914716,0.000080085134,0.00032219966,0.00051512534,0.9297946,0.01801115,0.008146647,0.040951587,0.00010392637],"about_ca_topic_score_codex":0.014371342,"about_ca_topic_score_gemma":0.030241346,"teacher_disagreement_score":0.022771431,"about_ca_system_score_codex":0.0004238597,"about_ca_system_score_gemma":0.00072040025,"threshold_uncertainty_score":0.076177955},"labels":[],"label_agreement":null},{"id":"W4396910357","doi":"10.1007/978-3-031-54908-3_2","title":"Projections","year":2024,"lang":"en","type":"book-chapter","venue":"Compact textbooks in mathematics","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Computer science","score_opus":0.032149646031953714,"score_gpt":0.25581601443278795,"score_spread":0.22366636840083423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396910357","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048253657,0.0011230964,0.31788042,0.0012820568,0.0020916413,0.0001993233,0.006192277,0.005415963,0.6609898],"genre_scores_gemma":[0.13276371,0.003265245,0.16314632,0.0018299078,0.0013814648,0.0005196208,0.024305817,0.00538768,0.6674002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989617,0.00013033065,0.00004015414,0.00036246591,0.0003759514,0.00012941005],"domain_scores_gemma":[0.99926656,0.00009399233,0.00003118321,0.00023067434,0.0003015164,0.00007609605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004536497,0.0013098707,0.00068147754,0.0012282617,0.0010730006,0.0041040042,0.0008738688,0.00078506576,0.18611005],"category_scores_gemma":[0.0023315838,0.0005068117,0.00080669875,0.0011613313,0.00090575503,0.0032362954,0.0031388735,0.0022191026,0.09530433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013214686,0.00005463825,0.0004427256,0.00021758926,0.000029130646,0.00012388987,0.00017700126,0.0030942725,0.0041833455,0.5265019,0.19156069,0.2734827],"study_design_scores_gemma":[0.000022106962,0.000039010447,0.00045235397,0.000083091276,0.000016682405,0.00036592848,0.00019561165,0.009606345,0.004734017,0.32902613,0.6554321,0.000026600861],"about_ca_topic_score_codex":0.0015759771,"about_ca_topic_score_gemma":0.001248663,"teacher_disagreement_score":0.18611005,"about_ca_system_score_codex":0.0005551269,"about_ca_system_score_gemma":0.0011153086,"threshold_uncertainty_score":0.62260014},"labels":[],"label_agreement":null},{"id":"W4398384201","doi":"10.7910/dvn/k0oyqf/ps4efk","title":"house200","year":2019,"lang":"bn","type":"dataset","venue":"Harvard Dataverse","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.020386370613820093,"score_gpt":0.23586527790000147,"score_spread":0.21547890728618138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398384201","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021874966,0.000067810215,0.000116110496,0.00006810133,0.000052123556,0.000017058343,0.99570554,0.0019725075,0.0017820147],"genre_scores_gemma":[0.00034071703,0.000054112,0.0002754384,0.00005085025,0.000008850457,0.00003463604,0.99774504,0.0002465167,0.001243828],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986577,0.00018487344,0.00014680519,0.00039598596,0.0003388337,0.00027585257],"domain_scores_gemma":[0.99703693,0.00047693282,0.00019569234,0.001164428,0.0006611946,0.00046490072],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012143465,0.0033271508,0.0016169986,0.0066936663,0.0011491664,0.00298051,0.0035565067,0.0019248925,0.15199375],"category_scores_gemma":[0.006632694,0.00097184,0.0015752157,0.0073000197,0.00063939,0.001890726,0.0027213022,0.0016884739,0.27432165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005097727,0.000022896123,0.00031618009,0.0002560595,0.00001762193,0.0000129340415,0.000015799373,0.00016890798,0.00014275212,0.00033501495,0.995465,0.0031960143],"study_design_scores_gemma":[0.00019987818,0.000025856894,0.0018275338,0.00015371533,0.000028353943,0.00005033649,0.00007005619,0.00067887193,0.000636089,0.0016146072,0.9946801,0.00003459642],"about_ca_topic_score_codex":0.026334688,"about_ca_topic_score_gemma":0.037547104,"teacher_disagreement_score":0.84800625,"about_ca_system_score_codex":0.0011718208,"about_ca_system_score_gemma":0.0023888543,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4399040791","doi":"10.29173/mlj809","title":"Bill 40, the Condominium Act and Amendments respecting Condominium Conversions Reviews: 5th Session, 39th Legislature","year":2012,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Legislature; Business; Law; Political science; Advertising","score_opus":0.029960244991558565,"score_gpt":0.26501205622831303,"score_spread":0.23505181123675448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399040791","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017455926,0.006729766,0.0062027434,0.13827334,0.01634072,0.0030407433,0.00841494,0.0015021337,0.80203974],"genre_scores_gemma":[0.032787416,0.0018718984,0.004959202,0.15036112,0.0020247132,0.0020464847,0.001829277,0.00039836243,0.80372155],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98363066,0.0018801136,0.0011662523,0.0015368662,0.008074762,0.0037113563],"domain_scores_gemma":[0.99008757,0.0031624006,0.00055518537,0.0006934938,0.004716697,0.0007846332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012275542,0.0010950138,0.0011661246,0.0021105744,0.013631744,0.009465909,0.004632358,0.0338545,0.024775952],"category_scores_gemma":[0.028732682,0.002427413,0.0019113246,0.0020732435,0.0037453745,0.0025964614,0.0029297057,0.013812795,0.015959168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006249722,0.00013698117,0.001046962,0.000116977506,0.0000132438845,0.0003924063,0.0018314476,0.00022504138,0.00091926614,0.12529005,0.8601979,0.009767264],"study_design_scores_gemma":[0.000051765677,0.000041029845,0.0036333692,0.00029968866,0.000031462365,0.00008180329,0.0006225676,0.00016736481,0.000560723,0.0036737607,0.99077016,0.00006629397],"about_ca_topic_score_codex":0.49224228,"about_ca_topic_score_gemma":0.629832,"teacher_disagreement_score":0.5077577,"about_ca_system_score_codex":0.017977908,"about_ca_system_score_gemma":0.056968,"threshold_uncertainty_score":0.9787542},"labels":[],"label_agreement":null},{"id":"W4399291617","doi":"10.47392/irjaem.2024.0265","title":"Unleashing the Power of Graphics: A Comprehensive Exploration of WebGPU","year":2024,"lang":"en","type":"article","venue":"International Research Journal on Advanced Engineering and Management (IRJAEM)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Graphics; Power (physics); Computer graphics (images); Computer science; Physics","score_opus":0.04362551825443241,"score_gpt":0.3334063582054406,"score_spread":0.28978083995100823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399291617","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14557388,0.11277723,0.47413033,0.01518167,0.00070418516,0.00026099719,0.00044125385,0.0043655066,0.24656484],"genre_scores_gemma":[0.6058125,0.10133255,0.26789248,0.0025965373,0.00067261985,0.0002300792,0.0005106263,0.0030749615,0.017877705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987319,0.00028693923,0.000039035847,0.00007336385,0.00075737294,0.000111427085],"domain_scores_gemma":[0.99876463,0.00066464423,0.00004783134,0.00020748295,0.00023242064,0.00008293151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011245479,0.0004796935,0.0006046964,0.0020895097,0.0010922503,0.006553462,0.0009717464,0.0010036492,0.0025800625],"category_scores_gemma":[0.003904419,0.0006595885,0.0005893745,0.0041921255,0.0029256202,0.0074706646,0.0026953968,0.0025572353,0.0006402209],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016025697,0.00007283598,0.004201158,0.0010697909,0.000048600174,0.00058352534,0.0036162166,0.021796953,0.0076137013,0.4407929,0.013821597,0.5062225],"study_design_scores_gemma":[0.000024866647,0.00014702676,0.0039209123,0.0013589502,0.00005677855,0.0018035299,0.0022584216,0.08418321,0.010653271,0.20872541,0.68673766,0.00012998376],"about_ca_topic_score_codex":0.005235334,"about_ca_topic_score_gemma":0.003526859,"teacher_disagreement_score":0.006553462,"about_ca_system_score_codex":0.0012473203,"about_ca_system_score_gemma":0.0018283668,"threshold_uncertainty_score":0.010409713},"labels":[],"label_agreement":null},{"id":"W4399637003","doi":"10.32614/cran.package.vancouvr","title":"VancouvR: Access the 'City of Vancouver' Open Data API","year":2019,"lang":"en","type":"dataset","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geography; World Wide Web; Database","score_opus":0.13493532178225925,"score_gpt":0.3587945587756071,"score_spread":0.22385923699334787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399637003","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028155296,0.00008471048,0.00074022164,0.00011816841,0.000056423858,0.0000499007,0.9819948,0.0076475996,0.009026686],"genre_scores_gemma":[0.0008086291,0.00009668973,0.001149206,0.000059460803,0.000006564776,0.000100589554,0.99187547,0.0019008396,0.0040025925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988649,0.0000925228,0.00010986841,0.00023243399,0.00045059793,0.0002496851],"domain_scores_gemma":[0.99669963,0.00023377773,0.00010141713,0.000885493,0.0016217567,0.00045787657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009128259,0.002145258,0.0015329593,0.003769899,0.0019499543,0.0049553397,0.0032284202,0.0012706395,0.09034659],"category_scores_gemma":[0.005529228,0.0012806077,0.0009775683,0.008157579,0.0005591761,0.0025246523,0.0048840772,0.0024970295,0.16582413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002771289,0.0000062856566,0.00032688645,0.00013841575,0.000008288217,0.000013862809,0.00004102764,0.00006334113,0.000116602205,0.0005328769,0.99630034,0.002424436],"study_design_scores_gemma":[0.00003276926,0.000001933675,0.0017822143,0.000104122926,0.000005955917,0.000017895334,0.00010168251,0.00024944489,0.00044511465,0.00082278554,0.9964071,0.000029004505],"about_ca_topic_score_codex":0.49304435,"about_ca_topic_score_gemma":0.687581,"teacher_disagreement_score":0.5069556,"about_ca_system_score_codex":0.0039367853,"about_ca_system_score_gemma":0.006933925,"threshold_uncertainty_score":0.980349},"labels":[],"label_agreement":null},{"id":"W4400315661","doi":"10.1109/isivc61350.2024.10577779","title":"A Comparative Study of Text-to-Image Generative Models","year":2024,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Generative grammar; Natural language processing; Image (mathematics); Artificial intelligence","score_opus":0.041622864590763656,"score_gpt":0.2971235440903709,"score_spread":0.25550067949960725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400315661","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38756758,0.00883407,0.55040354,0.0046168407,0.00042101985,0.0003771249,0.0011189549,0.002473445,0.044187438],"genre_scores_gemma":[0.95006603,0.0020501695,0.040310513,0.00031639764,0.0000996888,0.00012683011,0.0009252633,0.0002763034,0.005828885],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99901545,0.00041283589,0.000042654534,0.00017427404,0.00027200524,0.00008283336],"domain_scores_gemma":[0.9899776,0.008087743,0.00037965275,0.0006455556,0.00068621326,0.00022322041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003117438,0.0007944752,0.0006900198,0.0010419139,0.00033855456,0.0013455624,0.0014208468,0.0013782753,0.0031042164],"category_scores_gemma":[0.012313527,0.0003732896,0.00097148586,0.00060476875,0.00093394396,0.002319516,0.00083818624,0.001273289,0.0006123871],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002015691,0.00012239785,0.0020882706,0.00023024369,0.000085852604,0.00014218804,0.0001770911,0.91905135,0.0019367823,0.02848791,0.0023851814,0.04509124],"study_design_scores_gemma":[0.000007734747,0.00005768242,0.0003924006,0.000017567867,0.000010555382,0.000052092102,0.000021375681,0.9921301,0.0008791863,0.005564392,0.00085724803,0.00000962794],"about_ca_topic_score_codex":0.00464608,"about_ca_topic_score_gemma":0.004134174,"teacher_disagreement_score":0.00464608,"about_ca_system_score_codex":0.0018539663,"about_ca_system_score_gemma":0.00069367816,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4400831686","doi":"10.1016/b978-0-323-91723-0.00004-0","title":"The Spatial Analyses of Data Fields","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Computer science","score_opus":0.058344769733228254,"score_gpt":0.30442916083484245,"score_spread":0.2460843911016142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400831686","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016998377,0.024888776,0.89115274,0.0011345347,0.0005936704,0.00004887805,0.0011054381,0.0043692077,0.0750069],"genre_scores_gemma":[0.03720863,0.0499625,0.7765879,0.0006006751,0.00078084716,0.00015402885,0.0036624945,0.002326302,0.12871657],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918526,0.00017986326,0.00006454768,0.00016118688,0.0003803949,0.000028728817],"domain_scores_gemma":[0.9983948,0.00092814653,0.000050313916,0.00034001225,0.00025198955,0.000034780245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010655747,0.0010961478,0.0011259731,0.0031900012,0.00038325012,0.0051286193,0.0011263127,0.00077783543,0.01813278],"category_scores_gemma":[0.0033303841,0.0010649925,0.0014651226,0.0059116906,0.001657647,0.0031748384,0.0013951275,0.0013007759,0.008542194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001485954,0.000016540174,0.00070748467,0.00049478485,0.000062726125,0.00013022628,0.00033326162,0.008355209,0.002287324,0.13269565,0.05923009,0.7956719],"study_design_scores_gemma":[0.0000071747018,0.000018261497,0.0032506539,0.000444527,0.000062240346,0.0004884414,0.00025577677,0.048103943,0.002167364,0.3342593,0.61089987,0.000042428044],"about_ca_topic_score_codex":0.0080497945,"about_ca_topic_score_gemma":0.0068426244,"teacher_disagreement_score":0.01813278,"about_ca_system_score_codex":0.00089716155,"about_ca_system_score_gemma":0.0009009788,"threshold_uncertainty_score":0.060660183},"labels":[],"label_agreement":null},{"id":"W4400962171","doi":"10.1007/978-3-031-65668-2_15","title":"Estate 360: AI-Driven Centralized Real Estate Platform","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Computer science; Real estate; Estate; Real-time computing; Finance; Business","score_opus":0.013900379421283315,"score_gpt":0.24106403802134913,"score_spread":0.22716365860006582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400962171","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032894515,0.00047532178,0.6533592,0.00054795516,0.00043841347,0.00043976936,0.0035980064,0.17774233,0.1305045],"genre_scores_gemma":[0.5070225,0.0006371229,0.32678133,0.0006231227,0.00013537382,0.00057687,0.01197406,0.0084325215,0.14381705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973196,0.000022809778,0.000013045769,0.00005718131,0.00014373598,0.00003131243],"domain_scores_gemma":[0.9997634,0.00003450084,0.000010020345,0.00007461036,0.000067355744,0.00005016335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033467752,0.000588629,0.00043311037,0.00044746746,0.00045900105,0.0019281106,0.0020678155,0.000567644,0.037425537],"category_scores_gemma":[0.0008476155,0.00044878208,0.00030310804,0.00061275985,0.0003320964,0.0017855063,0.001545746,0.0010868013,0.013970738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001601952,0.0005714072,0.0019426277,0.0004423172,0.0001156944,0.0006856079,0.0007541273,0.08564778,0.08659062,0.08769745,0.32042018,0.41353032],"study_design_scores_gemma":[0.00028712014,0.00017007178,0.00096409855,0.000035639496,0.00004296067,0.00025951193,0.00013522926,0.63733214,0.03224673,0.042144123,0.28629205,0.000090301524],"about_ca_topic_score_codex":0.0041495725,"about_ca_topic_score_gemma":0.0040594493,"teacher_disagreement_score":0.037425537,"about_ca_system_score_codex":0.00052033446,"about_ca_system_score_gemma":0.00087711343,"threshold_uncertainty_score":0.12520093},"labels":[],"label_agreement":null},{"id":"W4400985184","doi":"10.1145/3641520.3665305","title":"AI in mixed reality - Copilot on HoloLens: Spatial computing with large language models","year":2024,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsoft (Canada)","funders":"","keywords":"Mixed reality; Computer science; Augmented reality; Human–computer interaction; Artificial intelligence","score_opus":0.016599317713631486,"score_gpt":0.2627393488444116,"score_spread":0.2461400311307801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400985184","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010275989,0.0011974013,0.9576239,0.0025048668,0.0002042683,0.00009109379,0.00019778492,0.0033667602,0.024537943],"genre_scores_gemma":[0.23629013,0.0020445106,0.7278879,0.0009259409,0.00014499929,0.00030573324,0.00071590854,0.0014687375,0.030216103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922025,0.0003356855,0.000034681034,0.00015578755,0.0001958405,0.000057820052],"domain_scores_gemma":[0.99877745,0.00073344045,0.000027871385,0.00021744907,0.0001360292,0.00010778572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013526182,0.00069888216,0.0006397137,0.00074881065,0.001714822,0.0043063443,0.0016047836,0.0013358822,0.010779858],"category_scores_gemma":[0.0037612233,0.00053030177,0.0010939087,0.0007238639,0.0039205602,0.006727117,0.0046783485,0.0022797578,0.002053516],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035000074,0.000097222284,0.00059616216,0.00032806484,0.00007610301,0.00058995886,0.003441405,0.035598863,0.008657044,0.7033716,0.028406717,0.21848685],"study_design_scores_gemma":[0.00006245675,0.00006621044,0.00038035586,0.00018687565,0.0000318861,0.0003484855,0.0008904403,0.37128934,0.013831564,0.44424644,0.16858062,0.00008541972],"about_ca_topic_score_codex":0.006825293,"about_ca_topic_score_gemma":0.009345369,"teacher_disagreement_score":0.010779858,"about_ca_system_score_codex":0.0015587251,"about_ca_system_score_gemma":0.0007988704,"threshold_uncertainty_score":0.03606224},"labels":[],"label_agreement":null},{"id":"W4401070349","doi":"10.1109/jiot.2024.3435344","title":"Creation and Verification of High-Definition Point Cloud Maps for Autonomous Vehicle Navigation","year":2024,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Cloud computing; Point cloud; Real-time computing; Computer vision; Operating system","score_opus":0.014300166733724027,"score_gpt":0.2380736368242316,"score_spread":0.22377347009050758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401070349","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10729885,0.000099635,0.8848253,0.00007631874,0.00008094854,0.00016689637,0.00076882925,0.0030344245,0.0036488776],"genre_scores_gemma":[0.633295,0.00014635228,0.36357844,0.000032624543,0.000022211096,0.00014261316,0.0016652541,0.00020006084,0.0009174442],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989236,0.00011909142,0.000036892026,0.000080021935,0.00077217806,0.00006824368],"domain_scores_gemma":[0.997463,0.00024665083,0.00020054598,0.00060068315,0.0014194048,0.00006969485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060898473,0.00048606054,0.0002555689,0.0016212711,0.00049744244,0.0008408926,0.0008064562,0.00045388698,0.0013441555],"category_scores_gemma":[0.0029257692,0.0002012911,0.00026040807,0.001258486,0.00030811355,0.0010869799,0.0009847544,0.0004201326,0.00086714077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026682383,0.00023543529,0.03147754,0.0002200853,0.00009361674,0.00085073063,0.000561437,0.11094494,0.1759374,0.0104528,0.0074287616,0.66153044],"study_design_scores_gemma":[0.00004663695,0.00016064777,0.03865244,0.00005696748,0.00004504664,0.0004690081,0.0004492238,0.72672665,0.20787127,0.0045727408,0.020849122,0.00010029916],"about_ca_topic_score_codex":0.0060164486,"about_ca_topic_score_gemma":0.0058335913,"teacher_disagreement_score":0.0060164486,"about_ca_system_score_codex":0.00037135533,"about_ca_system_score_gemma":0.00094999745,"threshold_uncertainty_score":0.011962891},"labels":[],"label_agreement":null},{"id":"W4401285842","doi":"10.18260/1-2--47031","title":"Board 44: CampNav: A System for Inside Buildings and Campus Navigation","year":2024,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Architectural engineering; Aeronautics; Engineering","score_opus":0.00810568367614594,"score_gpt":0.22822786519270633,"score_spread":0.22012218151656038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401285842","genre_codex":"software","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06347757,0.0010955711,0.3620136,0.00093093695,0.0014234082,0.0020483406,0.008894262,0.40634024,0.15377602],"genre_scores_gemma":[0.44596928,0.0010583326,0.2723317,0.0009860503,0.00042679757,0.0016890396,0.022059219,0.013220627,0.24225903],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997154,0.000037767284,0.000013223445,0.000080017875,0.000105826155,0.000047784048],"domain_scores_gemma":[0.9995303,0.000082757026,0.000018883002,0.00008002122,0.00015132794,0.00013674783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029662802,0.0010260761,0.0006249919,0.0005779432,0.00044983914,0.0008590516,0.0011082913,0.0006974134,0.063638106],"category_scores_gemma":[0.0010423125,0.00041850496,0.00028177176,0.00038418733,0.00025981784,0.0011551847,0.0014011987,0.0007929765,0.023744632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009977849,0.00027771466,0.0058131414,0.0007177173,0.000064546766,0.0007120511,0.0012852796,0.0021844471,0.060241744,0.0040783747,0.39611742,0.52750975],"study_design_scores_gemma":[0.0002818835,0.0007348495,0.011657136,0.000143537,0.0000887971,0.00086533313,0.0004580981,0.03283659,0.029235356,0.0014782428,0.9220583,0.0001618253],"about_ca_topic_score_codex":0.00852554,"about_ca_topic_score_gemma":0.010615312,"teacher_disagreement_score":0.063638106,"about_ca_system_score_codex":0.0002502779,"about_ca_system_score_gemma":0.0006872978,"threshold_uncertainty_score":0.21289068},"labels":[],"label_agreement":null},{"id":"W4401929761","doi":"10.18261/kp.117.2.3","title":"Land Tenure Systems, Land Governance in Canada and Accreditation Arrangements for Cadastral Surveyors","year":2024,"lang":"en","type":"article","venue":"Kart og plan","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Cadastre; Accreditation; Corporate governance; Business; Environmental planning; Geography; Finance; Economic growth; Economics; Cartography","score_opus":0.013423257660069087,"score_gpt":0.20570715081173252,"score_spread":0.19228389315166344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401929761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.560733,0.0073928637,0.0054989867,0.017565012,0.00022120227,0.00040216558,0.0030163024,0.00022409293,0.40494633],"genre_scores_gemma":[0.9423455,0.0027458412,0.005691406,0.00054937304,0.000022239465,0.00005626802,0.00088648876,0.000041255465,0.047661625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947454,0.00053644594,0.00016009506,0.00032870402,0.0022733351,0.0019560216],"domain_scores_gemma":[0.99211967,0.00077089143,0.0006803619,0.00035521778,0.0041306904,0.0019431455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025036822,0.00022807589,0.00021960634,0.0039838534,0.0107871005,0.006363504,0.0013530034,0.0006369763,0.005778868],"category_scores_gemma":[0.008171902,0.0003557237,0.0002510532,0.009688742,0.0054148547,0.0015737278,0.002145298,0.00090168556,0.0003645586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012052707,0.00014466392,0.20879272,0.00031249883,0.00003104674,0.00067064125,0.031647187,0.0044389796,0.0013679144,0.4107448,0.05383728,0.28789175],"study_design_scores_gemma":[0.000024002853,0.00004933551,0.52311146,0.00052579347,0.00003091604,0.00029989053,0.04368828,0.0047802753,0.0007819319,0.010874955,0.41569826,0.00013480011],"about_ca_topic_score_codex":0.9964553,"about_ca_topic_score_gemma":0.99837804,"teacher_disagreement_score":0.8658598,"about_ca_system_score_codex":0.13414021,"about_ca_system_score_gemma":0.18592924,"threshold_uncertainty_score":0.97325987},"labels":[],"label_agreement":null},{"id":"W4402262518","doi":"10.62973/09-037r1","title":"OWS-6 UTDS-CityGML Implementation Profile","year":2009,"lang":"en","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Joint Program Executive Office for Chemical, Biological, Radiological and Nuclear Defense; Natural Resources Canada; U.S. Geological Survey","keywords":"CityGML; Computer science; Data mining; Visualization","score_opus":0.029210710723966225,"score_gpt":0.3197597496487503,"score_spread":0.29054903892478406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402262518","genre_codex":"software","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050502717,0.00010098005,0.279654,0.00046970724,0.00033425255,0.0007031325,0.12792493,0.52996355,0.05579916],"genre_scores_gemma":[0.028588861,0.00030727725,0.30289897,0.0004688635,0.00010753836,0.001865188,0.42413875,0.15761383,0.0840107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874204,0.00016296931,0.00010434653,0.00012463609,0.0006752894,0.00019076461],"domain_scores_gemma":[0.997521,0.0003956607,0.00008380587,0.0008943821,0.0009076845,0.00019746937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018166112,0.001810504,0.0013183089,0.0021733784,0.0010967572,0.0029080205,0.0052524046,0.0017902096,0.14827469],"category_scores_gemma":[0.005787768,0.0020014665,0.0017553521,0.0023196419,0.00061603315,0.003519996,0.002875391,0.0024797807,0.10868758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000930822,0.00029127896,0.0020112025,0.00046696415,0.000082363644,0.00018308793,0.00035785922,0.012363818,0.009129772,0.017104778,0.84973466,0.107343234],"study_design_scores_gemma":[0.00054540747,0.00006065591,0.0020298855,0.00015545174,0.000049989634,0.0001618645,0.00012336971,0.08787349,0.033542562,0.010464552,0.8648234,0.00016940413],"about_ca_topic_score_codex":0.02245353,"about_ca_topic_score_gemma":0.024381943,"teacher_disagreement_score":0.14827469,"about_ca_system_score_codex":0.0011580648,"about_ca_system_score_gemma":0.002527453,"threshold_uncertainty_score":0.49602824},"labels":[],"label_agreement":null},{"id":"W4403439494","doi":"10.1007/978-3-031-62170-3_4","title":"Extracting Domain Folksonomy for the Built Environment—An Automated Approach","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Folksonomy; Computer science; Domain (mathematical analysis); Information retrieval; Mathematics","score_opus":0.014470939089581534,"score_gpt":0.22572081795255428,"score_spread":0.21124987886297275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403439494","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1370895,0.006650265,0.6993528,0.0013442753,0.0004028379,0.0016573191,0.10177657,0.025794433,0.025932038],"genre_scores_gemma":[0.20010136,0.0030213636,0.6486905,0.00019857138,0.0001358142,0.0005375256,0.13696906,0.0008506565,0.009495114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883515,0.00012054502,0.00015310862,0.00040284212,0.00037805838,0.00011026822],"domain_scores_gemma":[0.99810493,0.0006890749,0.00017204799,0.00032750823,0.0005654246,0.00014097214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068665354,0.0015150893,0.0013414691,0.015599879,0.0011916806,0.0029154574,0.0011930288,0.000973971,0.0050019524],"category_scores_gemma":[0.0036489088,0.000547197,0.001639689,0.008459255,0.00042760393,0.0038381822,0.0019154476,0.0010667025,0.005741023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034455312,0.0006058352,0.022324126,0.002207833,0.0003484531,0.002221116,0.0013307461,0.004359096,0.04459876,0.0110516865,0.071524285,0.83908355],"study_design_scores_gemma":[0.00015007476,0.00047563342,0.10435347,0.001720281,0.0012207031,0.012708275,0.008584601,0.39207053,0.065008305,0.08146191,0.3318635,0.00038276997],"about_ca_topic_score_codex":0.0067559173,"about_ca_topic_score_gemma":0.014426685,"teacher_disagreement_score":0.015599879,"about_ca_system_score_codex":0.0008602988,"about_ca_system_score_gemma":0.0023525087,"threshold_uncertainty_score":0.01673323},"labels":[],"label_agreement":null},{"id":"W4403531319","doi":"10.5194/isprs-annals-x-4-2024-419-2024","title":"The Concept of Levels of Detail for 3D Niche Models in CityGML","year":2024,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Niche; CityGML; Computer science; Biology; Ecology; Data mining; Visualization","score_opus":0.06577117533019829,"score_gpt":0.30797051228719313,"score_spread":0.24219933695699486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403531319","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04564876,0.00037462075,0.9358744,0.00031553252,0.000060616545,0.00017527923,0.002624609,0.003543861,0.01138246],"genre_scores_gemma":[0.4526705,0.00046862807,0.5379393,0.00012847477,0.00002068254,0.00026251213,0.0052207373,0.0007045891,0.0025845964],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998882,0.00024655645,0.0001041301,0.00015888912,0.000479538,0.00012893249],"domain_scores_gemma":[0.99877256,0.00040426446,0.000114929055,0.00043401617,0.00019481005,0.00007946248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009761959,0.0006075797,0.0005058807,0.0025101926,0.0006466959,0.0047518816,0.0012544128,0.0010933126,0.002327913],"category_scores_gemma":[0.0031005708,0.0007301926,0.0016390465,0.0021975122,0.0015543766,0.0024317754,0.003637419,0.0011390602,0.0008866329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028126565,0.000117270436,0.019678792,0.0012769613,0.00017018292,0.0011947048,0.0055643907,0.38614312,0.02754323,0.30230194,0.016584054,0.2391441],"study_design_scores_gemma":[0.000037645317,0.00008006324,0.010870753,0.00037594768,0.00008332678,0.0010899046,0.0019128586,0.68404186,0.014824244,0.0679958,0.2184795,0.00020809109],"about_ca_topic_score_codex":0.00814302,"about_ca_topic_score_gemma":0.010950179,"teacher_disagreement_score":0.00814302,"about_ca_system_score_codex":0.0014324138,"about_ca_system_score_gemma":0.0008811863,"threshold_uncertainty_score":0.016191244},"labels":[],"label_agreement":null},{"id":"W4404126816","doi":"10.2139/ssrn.5013717","title":"Examining the Generalizability of Inverse Surrogate Models for Different Geometries and Locations","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Generalizability theory; Inverse; Inverse method; Econometrics; Computer science; Applied mathematics; Mathematics; Statistics; Geometry","score_opus":0.031443315682915404,"score_gpt":0.24570531811045182,"score_spread":0.2142620024275364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404126816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.620802,0.0009596127,0.3627525,0.0027668544,0.00024287196,0.00021221887,0.001277328,0.0008924057,0.010094201],"genre_scores_gemma":[0.98084867,0.00046341613,0.015920455,0.00023995558,0.00008093864,0.00006836673,0.0011639103,0.00026853074,0.0009458117],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9928637,0.0041681873,0.0002954468,0.0015326103,0.0008775282,0.00026252386],"domain_scores_gemma":[0.9032628,0.07385105,0.0035866671,0.01447688,0.0043694386,0.00045324158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019900527,0.0017718037,0.0010837043,0.00151849,0.0008272783,0.0027045053,0.0019775124,0.0033058252,0.0032618556],"category_scores_gemma":[0.13733016,0.001099431,0.002687886,0.0015995982,0.0024810596,0.0041887965,0.0030074397,0.0032511281,0.0006636268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000981789,0.00016659775,0.020518629,0.00027088614,0.00060453964,0.00024621363,0.00048423235,0.9220975,0.003615344,0.017122878,0.0011901261,0.03270112],"study_design_scores_gemma":[0.00012018882,0.0002547289,0.007293625,0.00009842473,0.00025938833,0.00022845643,0.0003153607,0.9623593,0.002338474,0.025737738,0.00093906216,0.00005527565],"about_ca_topic_score_codex":0.013969714,"about_ca_topic_score_gemma":0.005086826,"teacher_disagreement_score":0.019900527,"about_ca_system_score_codex":0.0009065562,"about_ca_system_score_gemma":0.0012936353,"threshold_uncertainty_score":0.10524535},"labels":[],"label_agreement":null},{"id":"W4404867079","doi":"10.54254/2755-2721/2024.17919","title":"A Review of the State of the Art 3D Generative Models and Their Applications","year":2024,"lang":"en","type":"review","venue":"Applied and Computational Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Generative grammar; State (computer science); Computer science; Artificial intelligence; Programming language","score_opus":0.018208369643955325,"score_gpt":0.23942161412004692,"score_spread":0.2212132444760916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404867079","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058956223,0.9811638,0.009911457,0.00043383564,0.00036823208,0.00001813546,0.0001279686,0.00011016296,0.007276839],"genre_scores_gemma":[0.0042700125,0.98819435,0.004629544,0.00019998923,0.00031155744,0.000019957035,0.00021255654,0.000032960495,0.0021291678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996891,0.000049383525,0.00004168468,0.000069277274,0.00013083317,0.000019652254],"domain_scores_gemma":[0.99906796,0.0006283972,0.000066412525,0.000041193158,0.00016938632,0.000026653966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073755364,0.0011985119,0.0010264947,0.0022601762,0.00034096238,0.001326525,0.0010992534,0.0010834319,0.007889617],"category_scores_gemma":[0.0019039124,0.000695297,0.0010462068,0.0030170856,0.00041112438,0.0017898654,0.0006361812,0.0011709795,0.0032606914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033956367,0.00005795496,0.00036442216,0.013628616,0.00009207114,0.00013578493,0.00010121974,0.0069528813,0.0015113101,0.016954852,0.027794488,0.93237257],"study_design_scores_gemma":[0.000007346488,0.000082802944,0.0006782951,0.0038818975,0.00016857666,0.00093349145,0.00007707425,0.004804693,0.0015770413,0.008448615,0.9792835,0.00005677676],"about_ca_topic_score_codex":0.0022443389,"about_ca_topic_score_gemma":0.002272348,"teacher_disagreement_score":0.007889617,"about_ca_system_score_codex":0.0004671786,"about_ca_system_score_gemma":0.0011219376,"threshold_uncertainty_score":0.026393414},"labels":[],"label_agreement":null},{"id":"W4405185491","doi":"10.3390/ijgi13120445","title":"A 3D Model-Based Framework for Real-Time Emergency Evacuation Using GIS and IoT Devices","year":2024,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science; Software; Real-time computing; Simulation; Human–computer interaction","score_opus":0.013808967155051045,"score_gpt":0.29553249471216225,"score_spread":0.2817235275571112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405185491","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012091824,0.000116964664,0.9936799,0.000115354196,0.000030972427,0.000054327003,0.00020949311,0.0017295796,0.0028541195],"genre_scores_gemma":[0.09224982,0.00076951017,0.8995299,0.0001063891,0.000034737688,0.00037725316,0.0013098131,0.00045196677,0.005170671],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970144,0.00006837724,0.000024485254,0.00005869815,0.000118700256,0.000028369688],"domain_scores_gemma":[0.99982905,0.00004864498,0.000016831003,0.00003083791,0.00004932614,0.000025319781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052436866,0.0012178818,0.00070205063,0.0014384566,0.00071068155,0.0024842103,0.0022920729,0.0014034155,0.0069293855],"category_scores_gemma":[0.00076895655,0.000662663,0.0025284125,0.0009210268,0.0009983615,0.0018142883,0.0026789298,0.0011657004,0.0018349427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007177307,0.000095752344,0.0011510627,0.0003917158,0.00009866455,0.00073496334,0.00069397833,0.7476,0.008694346,0.13554284,0.008911232,0.09601374],"study_design_scores_gemma":[0.000013422396,0.00003632739,0.00021563958,0.00008181774,0.000029539424,0.00016306461,0.00015251421,0.9347197,0.001775612,0.02370893,0.039062668,0.000040811825],"about_ca_topic_score_codex":0.013415709,"about_ca_topic_score_gemma":0.01840337,"teacher_disagreement_score":0.013415709,"about_ca_system_score_codex":0.00089234137,"about_ca_system_score_gemma":0.0015586673,"threshold_uncertainty_score":0.026675224},"labels":[],"label_agreement":null},{"id":"W4405800240","doi":"10.3390/architecture5010001","title":"Re-(De)fined Level of Detail for Urban Elements: Integrating Geometric and Attribute Data","year":2024,"lang":"en","type":"article","venue":"Architecture","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National University of Singapore","keywords":"Computer science; Geography","score_opus":0.08210066360431757,"score_gpt":0.2998018959724811,"score_spread":0.21770123236816352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405800240","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020867547,0.0005436274,0.96076375,0.00060053566,0.00013748751,0.00025823814,0.0041918634,0.0031978546,0.009439075],"genre_scores_gemma":[0.19820236,0.0008207884,0.7865526,0.00037729286,0.00006928603,0.00028894615,0.009427101,0.0012121053,0.003049568],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958389,0.0007837877,0.000635612,0.00068103016,0.0017785042,0.00028213853],"domain_scores_gemma":[0.9859476,0.0028635275,0.0008426924,0.007734046,0.0023266464,0.0002855345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004170621,0.00095351174,0.0010638934,0.0047965623,0.0010066724,0.0074020997,0.0020519423,0.0010779924,0.0023566252],"category_scores_gemma":[0.019326814,0.0007794541,0.0016232467,0.0057457583,0.0017092444,0.008328577,0.0071728267,0.0022601741,0.0016404142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030999992,0.00018624018,0.033595815,0.0013026913,0.0001762021,0.00070009084,0.0074571176,0.04601673,0.02200301,0.24089809,0.036926754,0.6104273],"study_design_scores_gemma":[0.000045457793,0.00017038992,0.021965016,0.00085214427,0.00021092845,0.0017035134,0.004524105,0.14485551,0.040767975,0.14802314,0.6365326,0.0003492422],"about_ca_topic_score_codex":0.0053295908,"about_ca_topic_score_gemma":0.007959393,"teacher_disagreement_score":0.0074020997,"about_ca_system_score_codex":0.0011564972,"about_ca_system_score_gemma":0.0013895248,"threshold_uncertainty_score":0.02205664},"labels":[],"label_agreement":null},{"id":"W4406022276","doi":"10.48550/arxiv.2408.07757","title":"Inverse k-visibility for RSSI-based Indoor Geometric Mapping","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Visibility; Inverse; Computer science; Geography; Computer vision; Geodesy; Artificial intelligence; Remote sensing; Mathematics; Geometry; Meteorology","score_opus":0.08614779866798226,"score_gpt":0.19194141859308766,"score_spread":0.1057936199251054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406022276","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007253713,0.000106283944,0.99107146,0.000039967737,0.000023231169,0.00000904203,0.000037662267,0.0004041506,0.0010545147],"genre_scores_gemma":[0.49940163,0.00038103078,0.49791524,0.0000448787,0.000048271904,0.00007489423,0.00038225847,0.00021191042,0.0015398333],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992473,0.00016254128,0.00003239443,0.00015453545,0.0003179067,0.00008531117],"domain_scores_gemma":[0.9990435,0.0003465305,0.00013693435,0.0002437178,0.00018780645,0.000041475254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004801606,0.00076646404,0.0006937244,0.0012117779,0.00046512546,0.00130659,0.0011851478,0.0006133395,0.0010190503],"category_scores_gemma":[0.0041495883,0.0004560976,0.00090782513,0.0015354538,0.0009797693,0.0014349383,0.0025695283,0.0011419544,0.0007132986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023514395,0.000086514025,0.003576726,0.00030148163,0.00010606948,0.00025690402,0.00063709036,0.42414457,0.022421822,0.06423627,0.002723913,0.4812734],"study_design_scores_gemma":[0.000012093383,0.00005944743,0.0009760704,0.00003120616,0.000014896154,0.00025952002,0.00009790229,0.95462275,0.011040215,0.027012214,0.005836148,0.00003752486],"about_ca_topic_score_codex":0.0031644353,"about_ca_topic_score_gemma":0.003158357,"teacher_disagreement_score":0.0031644353,"about_ca_system_score_codex":0.0004529907,"about_ca_system_score_gemma":0.00097068463,"threshold_uncertainty_score":0.006292045},"labels":[],"label_agreement":null},{"id":"W4406032241","doi":"10.48550/arxiv.2501.00744","title":"Assessing the Distributional Fidelity of Synthetic Chest X-rays using the Embedded Characteristic Score","year":2025,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; National Human Genome Research Institute; Parker Institute for Cancer Immunotherapy; Canadian Institute for Advanced Research","keywords":"Generative grammar; Image (mathematics); Computer science; Generative model; Artificial intelligence","score_opus":0.09507198635032155,"score_gpt":0.23176315427228888,"score_spread":0.13669116792196734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406032241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7113433,0.00080561516,0.28155896,0.0008570079,0.00011541967,0.0001423607,0.0016395818,0.0008316019,0.002706208],"genre_scores_gemma":[0.96804774,0.00019558007,0.029652752,0.000082709,0.000030705905,0.000041003474,0.0014912956,0.00009578814,0.00036247954],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835783,0.00073325983,0.00011724596,0.00029517378,0.00041254878,0.000084029896],"domain_scores_gemma":[0.9774915,0.016085198,0.0017796484,0.002695019,0.0015056342,0.00044297113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005481796,0.00066576287,0.000439644,0.0014286117,0.0003068779,0.0014423714,0.00068205653,0.0012313466,0.0011298008],"category_scores_gemma":[0.04310236,0.00026644053,0.00047030428,0.0008491473,0.0014529257,0.0014611698,0.0016182662,0.0010258157,0.00027382557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080222747,0.00016374268,0.054254767,0.00035212797,0.00017698288,0.00041530162,0.0002996879,0.83574986,0.012166543,0.016196558,0.0028230075,0.076599255],"study_design_scores_gemma":[0.000029689774,0.00021187823,0.013202882,0.000055631386,0.000025679905,0.00061675074,0.00011775212,0.9638461,0.010029158,0.0105830515,0.0012354476,0.000045991528],"about_ca_topic_score_codex":0.0019138476,"about_ca_topic_score_gemma":0.0015494211,"teacher_disagreement_score":0.005481796,"about_ca_system_score_codex":0.00087814155,"about_ca_system_score_gemma":0.0006138997,"threshold_uncertainty_score":0.028990865},"labels":[],"label_agreement":null},{"id":"W4406209913","doi":"10.37308/effc-dfi-wptg-guide-e1-2020","title":"EFFC/DFI Guide to Working Platforms","year":2020,"lang":"en","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.043011034682009265,"score_gpt":0.2895330312897786,"score_spread":0.24652199660776933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406209913","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074189686,0.003982365,0.039874773,0.0018007352,0.0007118743,0.000925916,0.034937244,0.00697743,0.91004765],"genre_scores_gemma":[0.0038837472,0.007291116,0.081564456,0.0008321607,0.00014726099,0.0015509224,0.04721077,0.004887802,0.85263175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787927,0.00030285973,0.00019953841,0.00016446598,0.0012455985,0.00020830316],"domain_scores_gemma":[0.99755585,0.00050372735,0.000102786486,0.00040877573,0.0012851714,0.00014377931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028276837,0.0019565225,0.0009312265,0.008556353,0.0019760581,0.0050965436,0.0032306737,0.002697786,0.25581643],"category_scores_gemma":[0.0063769016,0.0017442511,0.0006912246,0.008449641,0.00082684006,0.0055059437,0.002574452,0.0023379659,0.28417742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019912428,0.00004294359,0.00016947015,0.00026959187,0.000002335536,0.00009540726,0.0003498722,0.0006632386,0.0005277517,0.017038455,0.8294664,0.15135467],"study_design_scores_gemma":[0.0000016853155,0.0000033102651,0.000114974806,0.00009230542,4.7322018e-7,0.000039714036,0.000051531104,0.00007108336,0.00007057109,0.0008983092,0.99865097,0.0000050643507],"about_ca_topic_score_codex":0.04007561,"about_ca_topic_score_gemma":0.06184585,"teacher_disagreement_score":0.25581643,"about_ca_system_score_codex":0.0027438304,"about_ca_system_score_gemma":0.006068746,"threshold_uncertainty_score":0.8557912},"labels":[],"label_agreement":null},{"id":"W4406515298","doi":"10.1016/s0967-0653(97)83763-5","title":"10.1016/s0967-0653(97)83763-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pelagic zone; Representation (politics); Ecosystem; Space (punctuation); Object (grammar); Computer science; Environmental science; Geography; Ecology; Artificial intelligence; Biology; Political science","score_opus":0.006597804359799372,"score_gpt":0.16681994701812858,"score_spread":0.1602221426583292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406515298","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042592292,0.00040070945,0.001017379,0.00031950508,0.00031499952,0.00010704366,0.0008057849,0.0011044376,0.9955043],"genre_scores_gemma":[0.0005784178,0.00019718618,0.0004499173,0.00018136838,0.000057748875,0.000055119603,0.00044841826,0.00020058369,0.9978313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991948,0.000053223735,0.00007074291,0.0003050932,0.00021259915,0.00016352313],"domain_scores_gemma":[0.9973501,0.00066912244,0.0001723608,0.00035467144,0.00066535757,0.0007883245],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011793475,0.0029910565,0.001975982,0.0030466719,0.0025693108,0.004527888,0.00394235,0.0057070944,0.9884731],"category_scores_gemma":[0.001789189,0.0010356989,0.0016316553,0.0032498457,0.0020164405,0.0062863682,0.003671743,0.0028923606,0.9929871],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034827815,0.0002130306,0.00084166974,0.00061692524,0.00004377353,0.00027017397,0.00013042925,0.0005506269,0.0022507382,0.006350873,0.3807431,0.6076403],"study_design_scores_gemma":[0.00005120126,0.000115318486,0.0005428751,0.00033327704,0.00001696931,0.0003579437,0.00012134252,0.00029604023,0.00040139552,0.00067397725,0.99706143,0.000028202878],"about_ca_topic_score_codex":0.0043967906,"about_ca_topic_score_gemma":0.0036833861,"teacher_disagreement_score":0.011526883,"about_ca_system_score_codex":0.0012106858,"about_ca_system_score_gemma":0.0011946288,"threshold_uncertainty_score":0.016441703},"labels":[],"label_agreement":null},{"id":"W4406584380","doi":"10.1016/s0967-0653(99)90045-5","title":"10.1016/s0967-0653(99)90045-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Tidal flat; Geology; Environmental science; Hydrology (agriculture); Geotechnical engineering; Geomorphology; Paleontology; Sediment","score_opus":0.005527228204379782,"score_gpt":0.16466683089711487,"score_spread":0.15913960269273508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406584380","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048072886,0.00037692793,0.001151598,0.00033287256,0.00034215886,0.000113559174,0.0007069374,0.0010047237,0.9954905],"genre_scores_gemma":[0.00064832956,0.00018773586,0.0005048358,0.00018902613,0.000059469843,0.000057106347,0.00040259692,0.0001872595,0.99776363],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992211,0.000051741546,0.00006841241,0.0002963913,0.0002017658,0.00016057708],"domain_scores_gemma":[0.99758697,0.0005981184,0.0001368101,0.00033643103,0.0006032172,0.0007385463],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011779761,0.0027772842,0.001740045,0.0029091947,0.0026668452,0.0042216834,0.0036756583,0.005878145,0.9882423],"category_scores_gemma":[0.0018072064,0.0010182651,0.0015765423,0.0028661445,0.0021366917,0.006303573,0.0035179518,0.0027498272,0.9923422],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036599312,0.0002301501,0.00095359987,0.0006015372,0.000039987888,0.00028314168,0.0001413533,0.0005358833,0.002480921,0.00704266,0.38303187,0.6042929],"study_design_scores_gemma":[0.000049668266,0.00011935359,0.0005454011,0.00031248954,0.000016134369,0.00038269622,0.0001232619,0.0003205829,0.0004067565,0.0007224878,0.99697435,0.000026838827],"about_ca_topic_score_codex":0.0041252337,"about_ca_topic_score_gemma":0.0035530308,"teacher_disagreement_score":0.011757672,"about_ca_system_score_codex":0.0011525024,"about_ca_system_score_gemma":0.0011238476,"threshold_uncertainty_score":0.0167709},"labels":[],"label_agreement":null},{"id":"W4406869125","doi":"10.1080/14649357.2024.2444775","title":"Pragmatic Spatial Planning: Practical Theory for Professionals","year":2024,"lang":"en","type":"article","venue":"Planning Theory & Practice","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Spatial planning; Environmental planning; Management science; Geography; Sociology; Psychology; Engineering","score_opus":0.028649702771234905,"score_gpt":0.36179724084796566,"score_spread":0.33314753807673075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406869125","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029797037,0.016317941,0.25513047,0.4944744,0.0033740294,0.00017242807,0.00020966162,0.00033567497,0.22700557],"genre_scores_gemma":[0.5867971,0.029100042,0.2734353,0.060857482,0.0043346463,0.0015720277,0.0004271855,0.00060051575,0.04287576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99143136,0.005797169,0.00042188034,0.0005811024,0.0013012699,0.00046717675],"domain_scores_gemma":[0.98696136,0.0094725955,0.0004946237,0.0010727957,0.001331845,0.0006668106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014504519,0.00089261093,0.0012785224,0.0020755562,0.0061338725,0.013004744,0.0031823036,0.009271924,0.010651415],"category_scores_gemma":[0.023599913,0.0008945581,0.0009652628,0.002728087,0.054400228,0.020508837,0.008453594,0.010731628,0.0026404157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003179899,0.0000048020497,0.00004190062,0.00005869872,0.000002869303,0.000016761345,0.001358895,0.00042298762,0.000014070653,0.98126626,0.011673178,0.0051364875],"study_design_scores_gemma":[0.000004837312,0.0000039798647,0.000030970627,0.00010887799,0.0000015937758,0.000022382888,0.001255187,0.0005330013,0.000027053611,0.9585049,0.039498843,0.000008326152],"about_ca_topic_score_codex":0.012201579,"about_ca_topic_score_gemma":0.008004365,"teacher_disagreement_score":0.014504519,"about_ca_system_score_codex":0.007816828,"about_ca_system_score_gemma":0.011448337,"threshold_uncertainty_score":0.07670814},"labels":[],"label_agreement":null},{"id":"W4406991041","doi":"10.1080/13658816.2025.2457482","title":"HMLPA*: a hierarchical multi-target LPA* pathfinding algorithm designed for dynamic indoor path network","year":2025,"lang":"en","type":"article","venue":"International Journal of Geographical Information Systems","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Pathfinding; Path (computing); Computer science; Algorithm; Computer network; Shortest path problem; Theoretical computer science","score_opus":0.007581009108604531,"score_gpt":0.256162011292788,"score_spread":0.24858100218418344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406991041","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009708333,0.00011754261,0.98397857,0.000105545434,0.00003570864,0.00010224109,0.00017240348,0.003363066,0.0024166114],"genre_scores_gemma":[0.16001178,0.00010622519,0.83528894,0.00010555979,0.000016134267,0.0003049309,0.0008509397,0.00036511483,0.0029503538],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997111,0.000046832367,0.000017258231,0.00009486625,0.00007807691,0.000051864517],"domain_scores_gemma":[0.9995634,0.00013994715,0.000059312653,0.00009353365,0.000102485516,0.000041283052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031407335,0.00089136703,0.000654216,0.0010310673,0.0008776372,0.00091675256,0.0017428203,0.0008453272,0.0040598987],"category_scores_gemma":[0.0012170033,0.00052622496,0.0007968036,0.0009340949,0.00046561254,0.0012920789,0.0016378212,0.0010701754,0.0011963135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013025897,0.00010873108,0.0017577887,0.00015657485,0.00007607735,0.0001448553,0.00016296742,0.56467944,0.011273767,0.010275047,0.0111047365,0.40012977],"study_design_scores_gemma":[0.000016064123,0.000040772033,0.00018959245,0.0000052413243,0.000009736082,0.0000639357,0.00003169713,0.9908574,0.0023179972,0.0027039105,0.0037542298,0.000009402524],"about_ca_topic_score_codex":0.012129034,"about_ca_topic_score_gemma":0.018284729,"teacher_disagreement_score":0.012129034,"about_ca_system_score_codex":0.000793647,"about_ca_system_score_gemma":0.00222778,"threshold_uncertainty_score":0.024116874},"labels":[],"label_agreement":null},{"id":"W4407173600","doi":"10.32920/28324313.v1","title":"Applications of 3D printing in physical geography education and urban visualization","year":2025,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visualization; Geography; Urban geography; 3D printing; Computer graphics (images); Economic geography; Data science; Computer science; Urban planning; Civil engineering; Engineering; Mechanical engineering; Data mining","score_opus":0.005573524465733764,"score_gpt":0.2659422088524363,"score_spread":0.2603686843867025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407173600","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04830802,0.0047063148,0.79832435,0.006840931,0.00057539315,0.000291448,0.0015372832,0.008493823,0.13092251],"genre_scores_gemma":[0.39908665,0.008363518,0.5676315,0.00074403366,0.00028122982,0.00025912316,0.0011915124,0.0015197429,0.020922767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985839,0.0006465983,0.000064535416,0.00012392543,0.0005187132,0.000062366176],"domain_scores_gemma":[0.9946227,0.0037131591,0.00011597073,0.00092947285,0.0004306997,0.00018800801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016979179,0.00066031,0.00032901717,0.0019504302,0.0006043461,0.0037382815,0.0008265797,0.0010288723,0.01996805],"category_scores_gemma":[0.0059729815,0.0004331981,0.0007526776,0.0029728313,0.0012230375,0.0014519818,0.0029744033,0.00091344933,0.00261892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104860286,0.00016922421,0.005204508,0.0008853474,0.000057585137,0.0008633468,0.0044361087,0.048530772,0.018621176,0.05204488,0.029380944,0.83970124],"study_design_scores_gemma":[0.000079481215,0.00025542206,0.014179682,0.00093904376,0.00006462024,0.001970812,0.0037006007,0.15651307,0.04470831,0.13101947,0.6463135,0.0002560303],"about_ca_topic_score_codex":0.00518338,"about_ca_topic_score_gemma":0.0060396222,"teacher_disagreement_score":0.01996805,"about_ca_system_score_codex":0.0009858467,"about_ca_system_score_gemma":0.0006844267,"threshold_uncertainty_score":0.06679982},"labels":[],"label_agreement":null},{"id":"W4407173809","doi":"10.32920/28324313","title":"Applications of 3D printing in physical geography education and urban visualization","year":2025,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Visualization; Geography; Urban geography; Human geography; Development geography; Economic geography; Data science; Regional science; Computer graphics (images); Historical geography; Urban planning; Computer science; Engineering; Civil engineering; Mechanical engineering","score_opus":0.005573524465733764,"score_gpt":0.2659422088524363,"score_spread":0.2603686843867025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407173809","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04830802,0.0047063148,0.79832435,0.006840931,0.00057539315,0.000291448,0.0015372832,0.008493823,0.13092251],"genre_scores_gemma":[0.39908665,0.008363518,0.5676315,0.00074403366,0.00028122982,0.00025912316,0.0011915124,0.0015197429,0.020922767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985839,0.0006465983,0.000064535416,0.00012392543,0.0005187132,0.000062366176],"domain_scores_gemma":[0.9946227,0.0037131591,0.00011597073,0.00092947285,0.0004306997,0.00018800801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016979179,0.00066031,0.00032901717,0.0019504302,0.0006043461,0.0037382815,0.0008265797,0.0010288723,0.01996805],"category_scores_gemma":[0.0059729815,0.0004331981,0.0007526776,0.0029728313,0.0012230375,0.0014519818,0.0029744033,0.00091344933,0.00261892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104860286,0.00016922421,0.005204508,0.0008853474,0.000057585137,0.0008633468,0.0044361087,0.048530772,0.018621176,0.05204488,0.029380944,0.83970124],"study_design_scores_gemma":[0.000079481215,0.00025542206,0.014179682,0.00093904376,0.00006462024,0.001970812,0.0037006007,0.15651307,0.04470831,0.13101947,0.6463135,0.0002560303],"about_ca_topic_score_codex":0.00518338,"about_ca_topic_score_gemma":0.0060396222,"teacher_disagreement_score":0.01996805,"about_ca_system_score_codex":0.0009858467,"about_ca_system_score_gemma":0.0006844267,"threshold_uncertainty_score":0.06679982},"labels":[],"label_agreement":null},{"id":"W4407483435","doi":"10.62973/24-057","title":"Enabling information continuity across BIM-GIS domains: A bSI and OGC strategic roadmap","year":2025,"lang":"en","type":"report","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Neurotrauma Foundation","funders":"","keywords":"Computer science; Process management; Data science; Business; Environmental resource management; Environmental planning; Geography; Environmental science","score_opus":0.0237648592630628,"score_gpt":0.28371513424125216,"score_spread":0.25995027497818934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407483435","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1067458,0.0021242236,0.4327837,0.034036867,0.001030802,0.0037788562,0.014713638,0.0059168614,0.39886934],"genre_scores_gemma":[0.3551227,0.002537018,0.5740011,0.0012924232,0.00013112913,0.0009853921,0.025831118,0.0007304856,0.039368767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516875,0.0010762826,0.0001616654,0.00026828813,0.002591526,0.00073341525],"domain_scores_gemma":[0.99246675,0.001039342,0.00026414765,0.0010757605,0.004305344,0.00084858027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00927001,0.00089096115,0.00057956285,0.0021895065,0.001621986,0.0054734,0.0020062488,0.0023041922,0.010314972],"category_scores_gemma":[0.009006731,0.0008235352,0.00078466785,0.0037148495,0.0013253607,0.007555335,0.0042441394,0.001859138,0.0032978253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007242501,0.0013123809,0.016677938,0.00062146387,0.00006963288,0.0005134772,0.0013616064,0.074285686,0.016272897,0.28199232,0.16720223,0.4389661],"study_design_scores_gemma":[0.00020445466,0.00070452446,0.016782606,0.0006818159,0.00012813995,0.0005200258,0.005637873,0.20718002,0.037295327,0.062058672,0.6686192,0.000187363],"about_ca_topic_score_codex":0.09114137,"about_ca_topic_score_gemma":0.06452323,"teacher_disagreement_score":0.09114137,"about_ca_system_score_codex":0.003526983,"about_ca_system_score_gemma":0.019059861,"threshold_uncertainty_score":0.18122172},"labels":[],"label_agreement":null},{"id":"W4407582893","doi":"10.5539/jel.v14n4p21","title":"Development of Virtual Reality Environments to Visualize the Fractals of the Dragon’s Curve Using Plato’s Polyhedra","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Polyhedron; Fractal; Virtual reality; Computer graphics (images); Computer science; Mathematics; Artificial intelligence; Geometry; Mathematical analysis","score_opus":0.017769116061089444,"score_gpt":0.30393271238897096,"score_spread":0.2861635963278815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407582893","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036048062,0.00027970996,0.9401827,0.00016469274,0.0001375566,0.00023904447,0.00011765413,0.0028351943,0.019995376],"genre_scores_gemma":[0.15750773,0.00051285437,0.83228344,0.000059499776,0.000029388422,0.00022386131,0.00026964847,0.0008965997,0.008216951],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996382,0.00008492705,0.000020286732,0.000040885934,0.00017517894,0.000040517803],"domain_scores_gemma":[0.99952865,0.00017595282,0.000025175623,0.0001026543,0.00008343722,0.00008420245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004403155,0.00068225316,0.00028817175,0.00097528583,0.00044625008,0.0014336291,0.00092748477,0.00043700336,0.0054626544],"category_scores_gemma":[0.001432306,0.00046082068,0.0008732005,0.000408853,0.0006911222,0.0015312772,0.0017112024,0.0010164905,0.0011426384],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025166123,0.0003836823,0.002236592,0.00087806996,0.00009889824,0.0015282941,0.0067421077,0.0776575,0.17481367,0.16419964,0.014411832,0.556798],"study_design_scores_gemma":[0.00016341989,0.00057625317,0.004024684,0.00034515432,0.000102649254,0.0032493928,0.0013313962,0.24104826,0.13209733,0.029638764,0.5870428,0.000379903],"about_ca_topic_score_codex":0.0007767347,"about_ca_topic_score_gemma":0.0011013382,"teacher_disagreement_score":0.0054626544,"about_ca_system_score_codex":0.0002523794,"about_ca_system_score_gemma":0.00042120152,"threshold_uncertainty_score":0.018274367},"labels":[],"label_agreement":null},{"id":"W4407729870","doi":"10.1093/oso/9780198939108.003.0017","title":"Administration of Estates in Canada","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Geography; Political science; Law","score_opus":0.006306127130302654,"score_gpt":0.1821203210091791,"score_spread":0.17581419387887645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407729870","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056611538,0.008881247,0.0051867026,0.011407951,0.00041422353,0.00017931868,0.0017134657,0.00039948558,0.915206],"genre_scores_gemma":[0.29902706,0.007225054,0.00413858,0.0010502215,0.00006107218,0.000042221644,0.0009806463,0.00012359979,0.6873516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986565,0.000102911385,0.000027137632,0.000119233875,0.0006685446,0.0004256147],"domain_scores_gemma":[0.99901843,0.00007010601,0.00004688157,0.00004868018,0.00050308654,0.00031281624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064237625,0.00033871602,0.00021663823,0.0020094411,0.009749261,0.007709406,0.0012533834,0.00092789583,0.016956456],"category_scores_gemma":[0.0011869469,0.00042192527,0.00034427393,0.0044518253,0.0030273052,0.00093276304,0.0014595878,0.001136235,0.0020180687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035933637,0.000068447545,0.009214889,0.00017043087,0.000015432448,0.0009991286,0.008127852,0.006187644,0.0010305798,0.55580753,0.2667884,0.15155378],"study_design_scores_gemma":[0.0000034825975,0.0000054717207,0.005378128,0.00006587111,0.0000039636197,0.00007446839,0.0015015103,0.0007856363,0.00022766367,0.0030378166,0.98889637,0.000019634866],"about_ca_topic_score_codex":0.9907828,"about_ca_topic_score_gemma":0.9965299,"teacher_disagreement_score":0.87878996,"about_ca_system_score_codex":0.121210046,"about_ca_system_score_gemma":0.137127,"threshold_uncertainty_score":0.87944454},"labels":[],"label_agreement":null},{"id":"W4408460127","doi":"10.21083/ruralreview.v6i1.6953","title":"GeoRewind: Engineering carbon-sequestering soil amendments for carbon- smart soils","year":2022,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Carbon fibers; Soil water; Environmental science; Soil carbon; Earth science; Soil science; Geology; Materials science","score_opus":0.01839031163313678,"score_gpt":0.2504694535779158,"score_spread":0.232079141944779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408460127","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17861304,0.103223525,0.5283549,0.016268266,0.0039553666,0.0009249051,0.004014728,0.0071900496,0.15745522],"genre_scores_gemma":[0.51797426,0.1219949,0.29342553,0.0021266458,0.00020698684,0.00053712446,0.0022277453,0.0009731119,0.060533646],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995839,0.00005825829,0.000014613254,0.000050238647,0.00025389408,0.000038997714],"domain_scores_gemma":[0.9996687,0.00010736216,0.00003518523,0.00003935676,0.000114401686,0.000035013778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091144576,0.00057936815,0.00037484977,0.0008420082,0.00043070505,0.0018272646,0.00094557356,0.0011138597,0.0038872324],"category_scores_gemma":[0.0009383614,0.00028503814,0.0007217653,0.00089520524,0.0006560873,0.001484998,0.0008897078,0.0011330163,0.0011605783],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015426907,0.00041267578,0.0028479667,0.0049212277,0.00015040855,0.00061416073,0.00037040206,0.071587555,0.19185463,0.09295304,0.056176506,0.57795715],"study_design_scores_gemma":[0.000079144804,0.000521774,0.0017587793,0.00047984507,0.00011373508,0.00058135856,0.00041581498,0.060557935,0.14910285,0.015624026,0.77067184,0.000092871254],"about_ca_topic_score_codex":0.0034034972,"about_ca_topic_score_gemma":0.009050546,"teacher_disagreement_score":0.0038872324,"about_ca_system_score_codex":0.0010374186,"about_ca_system_score_gemma":0.0013407201,"threshold_uncertainty_score":0.013004124},"labels":[],"label_agreement":null},{"id":"W4409668104","doi":"10.3390/ijgi14050180","title":"Georeferencing Building Information Models for BIM/GIS Integration: A Review of Methods and Tools","year":2025,"lang":"en","type":"review","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Esri (Canada); Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Georeference; Building information modeling; Computer science; Geographic information system; Construction engineering; Systems engineering; Engineering; Geography; Remote sensing; Operations management","score_opus":0.04761979097052108,"score_gpt":0.3930013737886027,"score_spread":0.3453815828180816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409668104","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000583642,0.9725893,0.020759048,0.0003893842,0.00034968508,0.00007368253,0.00019427524,0.00014888952,0.0049120476],"genre_scores_gemma":[0.003425722,0.9746261,0.020491417,0.00014942148,0.0001621811,0.000064616775,0.00028420595,0.000046716523,0.0007496225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980867,0.00033162197,0.0002581458,0.00028485383,0.0009708699,0.0000677431],"domain_scores_gemma":[0.99563,0.0026355402,0.00033646004,0.00020831982,0.0011211524,0.00006856798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039626146,0.0018521318,0.0022798292,0.0090500545,0.000505651,0.002710414,0.0027735087,0.001640947,0.0035910644],"category_scores_gemma":[0.006351886,0.0010925527,0.0017009451,0.010303796,0.0012271783,0.003982164,0.0015679394,0.0018216998,0.0025301822],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019948755,0.0000610938,0.0003814744,0.017122574,0.00010757672,0.00008093457,0.00016225703,0.0024440093,0.0011059517,0.012008195,0.007919365,0.9585865],"study_design_scores_gemma":[0.000012392311,0.0000899639,0.0015663467,0.012600548,0.00034566238,0.00091955025,0.0003765786,0.00282819,0.0028757947,0.012058545,0.96619695,0.00012953159],"about_ca_topic_score_codex":0.004180957,"about_ca_topic_score_gemma":0.003648496,"teacher_disagreement_score":0.0090500545,"about_ca_system_score_codex":0.0010466629,"about_ca_system_score_gemma":0.0028830476,"threshold_uncertainty_score":0.020956576},"labels":[],"label_agreement":null},{"id":"W4409799895","doi":"10.11159/icsect25.182","title":"Automating BIM (IFC) Data Analysis Using LangGraph","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.009334140244673276,"score_gpt":0.2180285406909293,"score_spread":0.20869440044625603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409799895","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008641208,0.000058877726,0.9503667,0.00025713936,0.00002864768,0.00024164877,0.0008985836,0.03577175,0.0037354873],"genre_scores_gemma":[0.09265321,0.00014729887,0.89854497,0.00021252749,0.000013073418,0.00028327174,0.0033787428,0.0019183466,0.002848597],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981832,0.000415677,0.0001548046,0.00046120313,0.0006771284,0.000107847205],"domain_scores_gemma":[0.9965373,0.001400313,0.00031625337,0.0010664547,0.0005768015,0.00010289612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026848312,0.001105198,0.0006059319,0.0029370904,0.0009200782,0.002248828,0.0020527684,0.0007949213,0.0050244643],"category_scores_gemma":[0.0062539447,0.00068006676,0.0014664333,0.0016581931,0.0011581194,0.00419116,0.0032247303,0.0011377687,0.0022235436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062202313,0.0003996929,0.014783569,0.0013231284,0.0002758174,0.0014637347,0.0077736215,0.051326834,0.050736725,0.11074407,0.049391318,0.71115947],"study_design_scores_gemma":[0.00008160817,0.00016459901,0.005033904,0.00035445121,0.00016028559,0.0009156629,0.0023064415,0.6297742,0.07564536,0.06160714,0.22370449,0.00025189304],"about_ca_topic_score_codex":0.011373606,"about_ca_topic_score_gemma":0.019842645,"teacher_disagreement_score":0.011373606,"about_ca_system_score_codex":0.0014459499,"about_ca_system_score_gemma":0.003257219,"threshold_uncertainty_score":0.022614837},"labels":[],"label_agreement":null},{"id":"W4410359771","doi":"10.1016/j.isprsjprs.2025.04.026","title":"Building LOD representation for 3D urban scenes","year":2025,"lang":"en","type":"article","venue":"ISPRS Journal of Photogrammetry and Remote Sensing","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Shenzhen Science and Technology Innovation Program; Basic and Applied Basic Research Foundation of Guangdong Province; National Key Research and Development Program of China; Shenzhen University; National Natural Science Foundation of China","keywords":"Representation (politics); Computer science; Computer graphics (images); Geography; Artificial intelligence; Political science","score_opus":0.012385175436505786,"score_gpt":0.28099834574293364,"score_spread":0.26861317030642784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410359771","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023304729,0.00024576808,0.9523692,0.00010606141,0.00005533061,0.00016800736,0.004108947,0.012671936,0.0069700466],"genre_scores_gemma":[0.32917225,0.0006546274,0.6452343,0.000102144775,0.000022528435,0.00017580262,0.017194001,0.0016611783,0.005783263],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962425,0.000036428548,0.000020254647,0.00006631124,0.00019069346,0.00006211408],"domain_scores_gemma":[0.9997844,0.000039714243,0.000015463038,0.00008074985,0.00006355669,0.000016108837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020579773,0.0011862223,0.000664283,0.002413145,0.0004539579,0.0025810858,0.0012633577,0.0008935218,0.008692069],"category_scores_gemma":[0.00074844045,0.0007882745,0.0016525633,0.0018541286,0.0003079582,0.0010370975,0.0019969416,0.00094320084,0.003050879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029452235,0.00026835751,0.0036864644,0.0007730912,0.00016651055,0.00081269996,0.0007426603,0.19151363,0.054070882,0.024305686,0.027186308,0.69617915],"study_design_scores_gemma":[0.000032490818,0.0000715007,0.0030402942,0.00014185451,0.00007519567,0.0007626181,0.00033861827,0.8828048,0.03895933,0.013833482,0.059851844,0.00008800441],"about_ca_topic_score_codex":0.0069643003,"about_ca_topic_score_gemma":0.0130272275,"teacher_disagreement_score":0.008692069,"about_ca_system_score_codex":0.00039535237,"about_ca_system_score_gemma":0.0006165107,"threshold_uncertainty_score":0.029077828},"labels":[],"label_agreement":null},{"id":"W4410521174","doi":"10.71070/es.v4i1.19","title":"Multi-Scale Numerical Simulation and Optimization Strategies for Wind Farm Layouts in High-Altitude Regions","year":2024,"lang":"en","type":"article","venue":"Energy & System","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Northern Alberta Institute of Technology","funders":"","keywords":"Effects of high altitude on humans; Scale (ratio); Environmental science; Computer science; Marine engineering; Meteorology; Aerospace engineering; Engineering; Geography; Cartography","score_opus":0.015833823867707802,"score_gpt":0.24903363706551127,"score_spread":0.23319981319780347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410521174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5477253,0.0004567599,0.4394078,0.00038082426,0.00008437762,0.00012620834,0.00024078268,0.00043498297,0.011142868],"genre_scores_gemma":[0.9572001,0.00013205617,0.041667957,0.000030758212,0.000009300058,0.00007704318,0.000090126574,0.000034543657,0.0007580622],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998068,0.0000837137,0.000009375485,0.000028319966,0.00004203424,0.000029671539],"domain_scores_gemma":[0.9995065,0.00028439632,0.00007899087,0.00003341445,0.00006517708,0.000031551444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055194023,0.0005772334,0.00065778784,0.00048279358,0.00047784112,0.0009892338,0.0006151722,0.00080754247,0.0009585064],"category_scores_gemma":[0.001295198,0.00043142648,0.0006032282,0.0005329738,0.00045146636,0.0005602703,0.0005735305,0.0004279883,0.00012612712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052187347,0.000009072533,0.00038107525,0.0000058331843,0.0000055384817,0.000015089293,0.000006448845,0.9981908,0.00028348778,0.00020337664,0.000023096802,0.00087096996],"study_design_scores_gemma":[0.0000033873484,0.000007820875,0.00015420145,0.0000010673309,0.0000017046015,0.00000251326,0.000008514193,0.9995516,0.000091535934,0.00011720796,0.00005889249,0.00000152507],"about_ca_topic_score_codex":0.015206826,"about_ca_topic_score_gemma":0.012944011,"teacher_disagreement_score":0.015206826,"about_ca_system_score_codex":0.00069450337,"about_ca_system_score_gemma":0.0009659859,"threshold_uncertainty_score":0.030236602},"labels":[],"label_agreement":null},{"id":"W4410602374","doi":"10.1016/j.landusepol.2025.107608","title":"Property view assessment by integrating BIM and 3D GIS: A quantitative methodology","year":2025,"lang":"en","type":"article","venue":"Land Use Policy","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Property (philosophy); Construction engineering; Environmental resource management; Environmental planning; Computer science; Engineering; Geography; Environmental science","score_opus":0.06686494559159652,"score_gpt":0.37114231540641457,"score_spread":0.30427736981481807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410602374","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04113922,0.00010426432,0.93953025,0.0003151813,0.000021154623,0.00037532582,0.0008713833,0.00046888867,0.017174331],"genre_scores_gemma":[0.4875196,0.00019903723,0.50848466,0.000066275265,0.000016829881,0.000603733,0.00063750497,0.00009891112,0.0023733824],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9950481,0.0018805433,0.00020326115,0.00031238172,0.0023648134,0.0001908446],"domain_scores_gemma":[0.9955439,0.0015918432,0.0005041214,0.00053804903,0.0017081243,0.00011390607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004920038,0.0009569606,0.0007386478,0.008267926,0.0007547328,0.0034877688,0.001288237,0.0009652725,0.0045327093],"category_scores_gemma":[0.010108411,0.00063512224,0.0007510104,0.0048762667,0.0011899995,0.0041228854,0.0027557912,0.0006710578,0.00056248705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014963209,0.0006437257,0.026481839,0.00054440735,0.00026325393,0.00015457699,0.0010385154,0.29674998,0.014278848,0.17900857,0.004056419,0.4766302],"study_design_scores_gemma":[0.000026655078,0.00021125523,0.014425066,0.00020715814,0.00008960393,0.00014753394,0.0016535172,0.8926415,0.010051734,0.067412354,0.013043601,0.000090057714],"about_ca_topic_score_codex":0.0072950562,"about_ca_topic_score_gemma":0.010860839,"teacher_disagreement_score":0.008267926,"about_ca_system_score_codex":0.0026803405,"about_ca_system_score_gemma":0.003057308,"threshold_uncertainty_score":0.02601993},"labels":[],"label_agreement":null},{"id":"W4410639058","doi":"10.1109/jstars.2025.3572946","title":"Dynamics of Impervious Surfaces and Vegetation in Core Urban Areas of Global Megacities","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; Ministry of Natural Resources","keywords":"Impervious surface; Megacity; Vegetation (pathology); Environmental science; Core (optical fiber); Remote sensing; Geology; Computer science; Ecology","score_opus":0.012786134659537485,"score_gpt":0.2237911179783492,"score_spread":0.2110049833188117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410639058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984566,0.000112119735,0.00026419436,0.000033349952,0.0000017227248,0.000003001444,0.000539168,0.000014828789,0.0005749606],"genre_scores_gemma":[0.99918514,0.000058638474,0.00015721424,0.0000049761816,0.0000017129001,0.0000049829678,0.00043619884,0.0000036255628,0.00014763672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99992263,0.000008116726,0.0000034696955,0.000020336714,0.000014561492,0.000030878055],"domain_scores_gemma":[0.9998186,0.000026808568,0.0000659939,0.000017881091,0.00005025591,0.000020342435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000919162,0.00019672982,0.00016005365,0.0012459412,0.00020011647,0.00047022785,0.00017705803,0.00017028853,0.00090949907],"category_scores_gemma":[0.00045549584,0.00013384612,0.00023395751,0.0017793304,0.00023507082,0.00052341813,0.00057888543,0.00016974918,0.00009664978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007924655,0.000018387993,0.9706114,0.00007042737,0.00007482398,0.00042508153,0.0011716898,0.0045422725,0.002294438,0.0013226831,0.0011804099,0.018209279],"study_design_scores_gemma":[9.77257e-7,0.0000057891634,0.99563223,0.0000073709452,0.000012597465,0.000070118906,0.000641237,0.0026170856,0.0001224117,0.0001420583,0.00074355927,0.000004427131],"about_ca_topic_score_codex":0.027102862,"about_ca_topic_score_gemma":0.050074764,"teacher_disagreement_score":0.027102862,"about_ca_system_score_codex":0.0004923372,"about_ca_system_score_gemma":0.0001752942,"threshold_uncertainty_score":0.05389023},"labels":[],"label_agreement":null},{"id":"W4410837930","doi":"10.12962/j2716179x.v20i1.3029","title":"Arahan Mitigasi Rawan Tanah Longsor Berbasis Sistem Informasi Geografis (SIG) di Kecamatan Bontocani Kabupaten Bone","year":2025,"lang":"id","type":"article","venue":"Jurnal Penataan Ruang","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geography","score_opus":0.007226579725697379,"score_gpt":0.2272982375120963,"score_spread":0.22007165778639892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410837930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50388527,0.006476743,0.10824338,0.0060674637,0.0014337142,0.0008997617,0.0036680195,0.0073433327,0.36198226],"genre_scores_gemma":[0.86285144,0.003363582,0.030529903,0.0005210189,0.00015595145,0.00020861087,0.0023487152,0.0005034343,0.09951732],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99891233,0.00012630841,0.000047734462,0.00016445405,0.00055629737,0.00019283073],"domain_scores_gemma":[0.9983082,0.00032442677,0.000120498305,0.00027158702,0.0008136628,0.00016164301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007697964,0.00078404445,0.00043906816,0.0010788306,0.0014213313,0.003098975,0.0008077876,0.00075894804,0.020749807],"category_scores_gemma":[0.00224205,0.00028215215,0.00030870162,0.0016086854,0.0005534577,0.002686103,0.0024445131,0.0011941777,0.005130883],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009964209,0.00039310099,0.04015816,0.002016799,0.0001711631,0.001752665,0.0048719277,0.011737003,0.08486075,0.03761027,0.056450896,0.7589808],"study_design_scores_gemma":[0.000089622925,0.0007694215,0.068916515,0.0005516937,0.00030423256,0.0016414268,0.01408325,0.027081732,0.062221058,0.0129261855,0.8112433,0.00017158121],"about_ca_topic_score_codex":0.016289849,"about_ca_topic_score_gemma":0.030863658,"teacher_disagreement_score":0.020749807,"about_ca_system_score_codex":0.0015127396,"about_ca_system_score_gemma":0.0024782007,"threshold_uncertainty_score":0.06941503},"labels":[],"label_agreement":null},{"id":"W4411165238","doi":"10.7454/jke.v18i2.1153","title":"Analisis Kepemilikan Sertifikat Tanah terhadap Akses Pinjaman Rumah Tangga","year":2023,"lang":"en","type":"article","venue":"Jurnal Kebijakan Ekonomi","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"University of Cambridge","keywords":"Humanities; Political science; Art","score_opus":0.01640546512150766,"score_gpt":0.22580867320522846,"score_spread":0.20940320808372082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411165238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969125,0.0011530576,0.0015810919,0.00042367753,0.000050610048,0.000048579663,0.00093475805,0.000034092005,0.026649155],"genre_scores_gemma":[0.9879643,0.0010788742,0.0016684746,0.000053461754,0.000014255372,0.000037454924,0.0007705904,0.000018778317,0.008393811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99955696,0.00009664642,0.00004944259,0.00006703363,0.00016718717,0.000062702726],"domain_scores_gemma":[0.99905485,0.00036151955,0.00021600148,0.00005867216,0.00024246729,0.00006643572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072423095,0.00033865563,0.00037715904,0.0011664435,0.0007036699,0.0016253509,0.0003178265,0.0002107757,0.012762384],"category_scores_gemma":[0.00170275,0.00018817275,0.00033203367,0.0021726752,0.0005218635,0.0009958266,0.00091432704,0.00056485046,0.0016585073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033909254,0.0003391378,0.7292245,0.0012111242,0.00016061238,0.0040006354,0.022253131,0.0011761943,0.004363219,0.0070913103,0.007741306,0.22209975],"study_design_scores_gemma":[0.000013259605,0.00018535601,0.8485668,0.0006345589,0.00022546027,0.0031850243,0.07876203,0.002631644,0.0040428163,0.0016919714,0.060016677,0.000044422017],"about_ca_topic_score_codex":0.0057273842,"about_ca_topic_score_gemma":0.009955788,"teacher_disagreement_score":0.012762384,"about_ca_system_score_codex":0.0005096423,"about_ca_system_score_gemma":0.0009478402,"threshold_uncertainty_score":0.04269445},"labels":[],"label_agreement":null},{"id":"W4411404950","doi":"10.1017/9781009158688.006","title":"Spatial Partitioning","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Northern British Columbia","funders":"","keywords":"Computer science; Environmental science","score_opus":0.01375543073740282,"score_gpt":0.18074121706633345,"score_spread":0.16698578632893063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411404950","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068296143,0.0055100843,0.51835394,0.0016182724,0.00080847286,0.000595242,0.0042855055,0.001976763,0.46002203],"genre_scores_gemma":[0.10931071,0.010325178,0.5886825,0.0009045731,0.0005127711,0.00091692206,0.01921933,0.0021046763,0.2680233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988381,0.00023695911,0.00007517281,0.0002910758,0.00045291317,0.000105727144],"domain_scores_gemma":[0.999158,0.00022598439,0.0000401337,0.00021659149,0.00031023996,0.000049027305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085207773,0.0008740399,0.00072361826,0.00219867,0.0016861045,0.004028548,0.0016719407,0.00073976925,0.058203693],"category_scores_gemma":[0.0027417697,0.00041166384,0.001070514,0.0036630263,0.0008618491,0.0028037226,0.0028004225,0.00098208,0.027305985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054682052,0.000033645287,0.00089496654,0.0004963584,0.000043243737,0.00013372411,0.0009847571,0.009211951,0.0015824572,0.42355326,0.10054255,0.46246845],"study_design_scores_gemma":[0.0000093417775,0.00002318237,0.00076206704,0.00019155795,0.000017931945,0.00043642693,0.0006565173,0.007679375,0.0010053933,0.1245203,0.86467695,0.00002100435],"about_ca_topic_score_codex":0.0038338052,"about_ca_topic_score_gemma":0.0057526403,"teacher_disagreement_score":0.058203693,"about_ca_system_score_codex":0.0015000677,"about_ca_system_score_gemma":0.0016929238,"threshold_uncertainty_score":0.19471079},"labels":[],"label_agreement":null},{"id":"W4411405034","doi":"10.1017/9781009158688.009","title":"Spatio-temporal Analysis","year":2025,"lang":"es","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Northern British Columbia","funders":"","keywords":"Computer science; Geography","score_opus":0.015265575684259491,"score_gpt":0.2008070954852196,"score_spread":0.18554151980096012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411405034","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030213369,0.014246875,0.7389155,0.003931685,0.0020207132,0.0003078362,0.0069717797,0.0032984773,0.22728571],"genre_scores_gemma":[0.12586533,0.03562288,0.5825419,0.0024298965,0.0021345417,0.0008230161,0.017504085,0.0032060249,0.2298723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986889,0.00028358246,0.000106190084,0.0003000242,0.00054954283,0.00007172269],"domain_scores_gemma":[0.9974285,0.0010279616,0.0001985527,0.00047872722,0.00076586235,0.000100351936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017145575,0.0009517496,0.0006412642,0.0030566684,0.0010765607,0.005935648,0.0014568376,0.0011524743,0.047510866],"category_scores_gemma":[0.0067603663,0.00042609312,0.0012958822,0.0048533347,0.0012249495,0.0035242576,0.0020315468,0.0014524795,0.019211235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040629595,0.000026981234,0.0016472817,0.0009111992,0.00012794117,0.00036573125,0.00092938193,0.009187619,0.0017456424,0.5013069,0.13032348,0.35338724],"study_design_scores_gemma":[0.0000058983137,0.000014826451,0.0014855813,0.00038847543,0.000050215433,0.00046684832,0.0005146549,0.014859412,0.0007150416,0.19156395,0.78990114,0.000033806577],"about_ca_topic_score_codex":0.0056772116,"about_ca_topic_score_gemma":0.004285511,"teacher_disagreement_score":0.047510866,"about_ca_system_score_codex":0.0016126665,"about_ca_system_score_gemma":0.0024118102,"threshold_uncertainty_score":0.15893966},"labels":[],"label_agreement":null},{"id":"W4411656620","doi":"10.51847/orv49btwez","title":"10.51847/ORv49btWEz","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"SWOT analysis; Property (philosophy); Value (mathematics); Business; Mathematics; Statistics; Marketing","score_opus":0.005041108792620357,"score_gpt":0.16572717986303415,"score_spread":0.1606860710704138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656620","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026679598,0.0006965499,0.005514203,0.0009744719,0.0006550293,0.00018650058,0.0019354182,0.0031081326,0.98426175],"genre_scores_gemma":[0.0068457355,0.0003937762,0.0024140254,0.00030713622,0.000102557824,0.00008889584,0.0013343936,0.00042047456,0.98809296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992176,0.00012383414,0.00008414294,0.00020933084,0.00023218125,0.00013292585],"domain_scores_gemma":[0.99835795,0.00046470785,0.00011068258,0.00034482157,0.0005061706,0.00021566029],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001041256,0.0012840409,0.0007301414,0.0031443168,0.001081023,0.004182103,0.0010868495,0.0032288055,0.9532792],"category_scores_gemma":[0.0021367487,0.00051621493,0.00063351716,0.0026948994,0.0007645491,0.0032341212,0.0022375707,0.0010018311,0.95782477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020659558,0.00020773358,0.0016613813,0.00030533577,0.000018676936,0.00024807386,0.0001293111,0.00048473885,0.0031917703,0.0055337143,0.2027866,0.78522617],"study_design_scores_gemma":[0.00005063242,0.000082753395,0.0018762391,0.00032464464,0.000018336448,0.00047497512,0.0002406079,0.0011880943,0.0012686868,0.0019696353,0.9924757,0.000029694495],"about_ca_topic_score_codex":0.0028197716,"about_ca_topic_score_gemma":0.0019797676,"teacher_disagreement_score":0.046720803,"about_ca_system_score_codex":0.0008105004,"about_ca_system_score_gemma":0.0004895045,"threshold_uncertainty_score":0.06664157},"labels":[],"label_agreement":null},{"id":"W4411759154","doi":"10.1101/2025.06.25.661424","title":"PatternExtract: A facile, scalable pipeline for point pattern generation from spatial imaging data","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Scalability; Pipeline (software); Computer science; Point (geometry); Database; Geometry; Operating system; Mathematics","score_opus":0.02500645118581055,"score_gpt":0.23540198174701563,"score_spread":0.21039553056120508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411759154","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053740856,0.00015630198,0.9073343,0.0001925327,0.0000615739,0.00014263361,0.004664594,0.08062101,0.0014528607],"genre_scores_gemma":[0.049529493,0.00032543717,0.91367626,0.00026946122,0.00004867639,0.0006882613,0.01629977,0.014339674,0.004822892],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934095,0.00005577882,0.000045297373,0.00017699663,0.00032352866,0.000057421144],"domain_scores_gemma":[0.99913126,0.00027749143,0.00007296225,0.00027824903,0.00018286466,0.00005714428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009353978,0.001504006,0.0008964963,0.0017041343,0.0005714829,0.0021947215,0.0018339683,0.0008361724,0.01837717],"category_scores_gemma":[0.0034525783,0.0012445902,0.0012914712,0.001183091,0.00044309872,0.0011217977,0.0023493615,0.00145484,0.013361867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005284601,0.0001373374,0.0044876547,0.0007430198,0.0002723719,0.0005355391,0.0004058424,0.014753181,0.17304339,0.0072406633,0.14716657,0.650686],"study_design_scores_gemma":[0.00021513875,0.00016379447,0.01099833,0.00010692278,0.00011033391,0.001704558,0.00026395032,0.45695588,0.30194172,0.0352879,0.19199811,0.00025329422],"about_ca_topic_score_codex":0.0023213043,"about_ca_topic_score_gemma":0.003970193,"teacher_disagreement_score":0.01837717,"about_ca_system_score_codex":0.000500097,"about_ca_system_score_gemma":0.001309418,"threshold_uncertainty_score":0.06147772},"labels":[],"label_agreement":null},{"id":"W4413133158","doi":"10.4153/s0008439525100982","title":"No product of two nontrivial countable-dimensional continua maps lightly into any of the factors","year":2025,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Countable set; Product (mathematics); Action (physics); Content (measure theory); Pure mathematics; Geometry; Mathematical analysis","score_opus":0.004844431347957176,"score_gpt":0.20192998332201972,"score_spread":0.19708555197406255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413133158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.734737,0.00074830314,0.14428498,0.0018691716,0.0004021396,0.00009540773,0.00017882265,0.00038693767,0.11729731],"genre_scores_gemma":[0.966466,0.00020615144,0.018330052,0.0001393727,0.00009632049,0.00006669323,0.00014093678,0.000065446635,0.014488999],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984475,0.00021563418,0.00008869641,0.00052198226,0.00044257625,0.00028369753],"domain_scores_gemma":[0.9976782,0.00070382806,0.00028992016,0.00034668995,0.0004759458,0.0005053796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012736953,0.00062049914,0.00078337156,0.001454894,0.003374604,0.0043240003,0.0011691694,0.0010875774,0.0066140518],"category_scores_gemma":[0.003130126,0.00074623234,0.0011780261,0.0007944139,0.007945196,0.008032367,0.0045752237,0.0025525764,0.00057017955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100913596,0.000047578735,0.0013903505,0.00004529853,0.000026045027,0.00038308112,0.0008776808,0.00027376827,0.0026165014,0.9911923,0.00029710634,0.0027494333],"study_design_scores_gemma":[0.000047289177,0.00011732167,0.0016258998,0.00006082599,0.00008492455,0.0013296715,0.0022496532,0.004759805,0.0058274013,0.96795064,0.01589467,0.000051880863],"about_ca_topic_score_codex":0.0010227774,"about_ca_topic_score_gemma":0.0009575179,"teacher_disagreement_score":0.0066140518,"about_ca_system_score_codex":0.0013069964,"about_ca_system_score_gemma":0.0007301143,"threshold_uncertainty_score":0.022126257},"labels":[],"label_agreement":null},{"id":"W4413188575","doi":"10.1109/isas66241.2025.11101854","title":"Land Portfolio Managed Decision Support System For Renewable Energy Investments","year":2025,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Portfolio; Renewable energy; Decision support system; Environmental economics; Business; Computer science; Natural resource economics; Finance; Economics; Engineering; Electrical engineering","score_opus":0.008994207472996195,"score_gpt":0.22786072882901148,"score_spread":0.21886652135601528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413188575","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11064846,0.0011911638,0.6488016,0.00080728217,0.0003013936,0.00096391595,0.013105221,0.20175953,0.022421394],"genre_scores_gemma":[0.638366,0.0007145293,0.3285622,0.00041809256,0.00012392749,0.00097238965,0.013843551,0.0014702431,0.015528998],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961805,0.00007538218,0.000058172336,0.000085024054,0.00013309634,0.000030281582],"domain_scores_gemma":[0.99933076,0.00030405007,0.00007141355,0.00008951707,0.00013490365,0.000069452115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008624291,0.00078510615,0.0006215184,0.0015108874,0.00032399106,0.0017050164,0.0008752104,0.00073925935,0.019249624],"category_scores_gemma":[0.0022755153,0.00025633397,0.00053604465,0.00089138874,0.00012458753,0.0012523511,0.00081089756,0.00051390234,0.004555158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018924866,0.0009718507,0.010918628,0.000691607,0.00027557163,0.0011006945,0.0003238682,0.11105391,0.020208204,0.009049039,0.063165754,0.78034836],"study_design_scores_gemma":[0.00028412062,0.00014768293,0.0036215466,0.000067074056,0.000057851565,0.00022090986,0.00008451264,0.9380088,0.013959112,0.009249858,0.034242544,0.000055969722],"about_ca_topic_score_codex":0.0019319905,"about_ca_topic_score_gemma":0.0019551506,"teacher_disagreement_score":0.019249624,"about_ca_system_score_codex":0.00050036015,"about_ca_system_score_gemma":0.0005150705,"threshold_uncertainty_score":0.06439638},"labels":[],"label_agreement":null},{"id":"W4413344333","doi":"10.1109/icjece.2025.3589109","title":"3-D Terrain Clustering for Line-of-Sight Network Configuration in Emergency Communication","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Terrain; Humanities; Cartography; Geography; Art","score_opus":0.006943344425970974,"score_gpt":0.205397488118662,"score_spread":0.19845414369269104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413344333","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019335708,0.00010461774,0.97772515,0.00010012586,0.000017450697,0.000037221227,0.000073796924,0.00024318807,0.0023628022],"genre_scores_gemma":[0.74896675,0.00023163354,0.24861003,0.000064293126,0.000026624919,0.00012046181,0.00025863395,0.00015508148,0.0015664661],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996848,0.00011070398,0.000010003058,0.000048427737,0.00009697448,0.000049042766],"domain_scores_gemma":[0.99961686,0.00015043335,0.000059167967,0.000055245473,0.00009150194,0.000026735099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047223622,0.0006925965,0.00052608905,0.00065628526,0.0006246024,0.0009132643,0.0009590289,0.00056026014,0.0011658575],"category_scores_gemma":[0.0017141104,0.00039024212,0.00048774295,0.00066922803,0.00049099844,0.0009440733,0.000986315,0.00056682684,0.00026900246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011366535,0.000007434434,0.00040923664,0.000012851235,0.0000063262237,0.000021780694,0.000021201971,0.98735774,0.0007599422,0.0037247082,0.00038591705,0.007281506],"study_design_scores_gemma":[0.0000016915536,0.0000064448386,0.0001350112,0.000002319069,0.0000018538437,0.000010522861,0.000014462659,0.99732333,0.00029177466,0.0018067252,0.0004023834,0.0000035448556],"about_ca_topic_score_codex":0.0077351616,"about_ca_topic_score_gemma":0.009713382,"teacher_disagreement_score":0.0077351616,"about_ca_system_score_codex":0.0010472405,"about_ca_system_score_gemma":0.001234391,"threshold_uncertainty_score":0.015380263},"labels":[],"label_agreement":null},{"id":"W4414475772","doi":"10.1016/j.resconrec.2025.108605","title":"3D GIS modelling of road and building material stocks: A case study of Grenada","year":2025,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; University of Waterloo","funders":"University of Waterloo; Universiteit Leiden","keywords":"Stock (firearms); Occupancy; Building material; Geographic information system; Building information modeling; Built environment; Building construction","score_opus":0.021334087361377825,"score_gpt":0.2429849140788552,"score_spread":0.22165082671747738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414475772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709916,0.00020405532,0.013438394,0.00028010926,0.000018406674,0.0001354232,0.0031871242,0.00043046125,0.01131446],"genre_scores_gemma":[0.9764874,0.0002517523,0.019523755,0.000016503636,0.000003559379,0.000054462496,0.0014167166,0.00007128629,0.00217452],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99983287,0.000046933663,0.000014813514,0.000035762914,0.00004180251,0.000027810724],"domain_scores_gemma":[0.9996675,0.00014040733,0.000036725694,0.0000572781,0.00007121906,0.000026774575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029393108,0.00060205563,0.00033342018,0.0014983031,0.0005981834,0.0018509324,0.0010912583,0.0008565774,0.0017756822],"category_scores_gemma":[0.0007138399,0.00038488582,0.0009909756,0.0024153271,0.0005778692,0.00075810053,0.00094779604,0.00046413072,0.00047876028],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019657015,0.00023103824,0.1423824,0.00026180112,0.00017704065,0.004334999,0.0019967149,0.79172134,0.0029953297,0.0057419105,0.0021280455,0.047832802],"study_design_scores_gemma":[0.000029076027,0.00009597968,0.0661362,0.00013100263,0.00010598521,0.00051520654,0.0050482904,0.9086144,0.0029752208,0.0019091198,0.014340961,0.00009857469],"about_ca_topic_score_codex":0.2232044,"about_ca_topic_score_gemma":0.3822608,"teacher_disagreement_score":0.2232044,"about_ca_system_score_codex":0.002046764,"about_ca_system_score_gemma":0.001220017,"threshold_uncertainty_score":0.4438104},"labels":[],"label_agreement":null},{"id":"W4414871454","doi":"10.1109/tnse.2025.3617102","title":"RadioMamba: Breaking the Accuracy-Efficiency Trade-Off in Radio Map Construction via a Hybrid Mamba-UNet","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Network Science and Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Block (permutation group theory); Context (archaeology); Channel (broadcasting); Wireless; Architecture; Feature (linguistics); Global optimization","score_opus":0.004994350136934099,"score_gpt":0.2012223092473511,"score_spread":0.196227959110417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414871454","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022986362,0.000406538,0.9692653,0.0002989835,0.000091658665,0.000043576765,0.00012552795,0.0031642695,0.0036178383],"genre_scores_gemma":[0.5428732,0.00033219284,0.44688833,0.00047838985,0.000058121044,0.00017644498,0.00062284764,0.00035411117,0.0082163345],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982625,0.000030673862,0.000007761575,0.000046437737,0.000059253725,0.000029657971],"domain_scores_gemma":[0.9997185,0.00008302654,0.000026352147,0.0000737658,0.00007390903,0.000024494197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045349516,0.0006602542,0.00056237343,0.000342161,0.0003168209,0.00071555324,0.0016320507,0.00068821077,0.002809397],"category_scores_gemma":[0.001420393,0.00036111413,0.00040390948,0.00031047166,0.0004892486,0.0012369716,0.0013920624,0.0012219686,0.0011423401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002967643,0.00012559885,0.0016700407,0.00015149984,0.00011463936,0.00013805114,0.00008628629,0.5103886,0.034008138,0.017243933,0.0077850493,0.4279914],"study_design_scores_gemma":[0.0000070819633,0.00003332719,0.00012807995,0.00000503055,0.000008096183,0.000030340236,0.0000057677903,0.9919516,0.0038713717,0.0019969274,0.0019567742,0.0000055982778],"about_ca_topic_score_codex":0.004282186,"about_ca_topic_score_gemma":0.008236339,"teacher_disagreement_score":0.004282186,"about_ca_system_score_codex":0.00049566117,"about_ca_system_score_gemma":0.00091541355,"threshold_uncertainty_score":0.009398401},"labels":[],"label_agreement":null},{"id":"W4414894778","doi":"10.1061/jitse4.iseng-2697","title":"Enhancing Road Asset Management with CityGML Enriched by Public Inputs: A Comprehensive Approach to Pothole Repair Prioritization","year":2025,"lang":"en","type":"article","venue":"Journal of Infrastructure Systems","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pothole (geology); Asset (computer security); Asset management; Decision support system; Sociotechnical system; Building information modeling; Artificial neural network","score_opus":0.005100105958492613,"score_gpt":0.2111437960935638,"score_spread":0.20604369013507118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414894778","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.300135,0.00057835685,0.6581945,0.0035525872,0.00007066454,0.0006530812,0.010530082,0.010530572,0.01575516],"genre_scores_gemma":[0.77630144,0.00021475677,0.21716951,0.00009236292,0.000013743102,0.00015421641,0.004501686,0.00014890343,0.0014032663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988232,0.0004888985,0.00007310187,0.00025132016,0.00025971542,0.000103707745],"domain_scores_gemma":[0.9966223,0.0014557993,0.00048217428,0.0006350928,0.000666062,0.00013866779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021575564,0.00078235177,0.0004931895,0.0027001244,0.000560388,0.002252684,0.0011462932,0.0007091955,0.0018109822],"category_scores_gemma":[0.006913807,0.00044183838,0.0005819583,0.003243792,0.00073385815,0.0030105638,0.0019915502,0.0008802032,0.000464755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014777372,0.00032409455,0.051550057,0.00052130374,0.00013853541,0.00043897587,0.0020323335,0.66989833,0.0052749147,0.014189297,0.006660553,0.24882376],"study_design_scores_gemma":[0.000013755222,0.00006416903,0.010606006,0.00009180015,0.000036194626,0.000050326515,0.0014489827,0.9625962,0.0036255866,0.007432565,0.013982675,0.000051773088],"about_ca_topic_score_codex":0.064188845,"about_ca_topic_score_gemma":0.14605284,"teacher_disagreement_score":0.064188845,"about_ca_system_score_codex":0.003154744,"about_ca_system_score_gemma":0.004220505,"threshold_uncertainty_score":0.12763041},"labels":[],"label_agreement":null},{"id":"W4415053970","doi":"10.1016/j.rineng.2025.107599","title":"Harnessing machine learning for rapid and cost-efficient 3D geometry generation in neighborhood energy modeling","year":2025,"lang":"en","type":"article","venue":"Results in Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Convolutional neural network; Energy modeling; Memory footprint; Footprint; Segmentation; Efficient energy use; 3D city models; Image processing; Artificial neural network; Ranging","score_opus":0.01399205476727228,"score_gpt":0.23049163643071024,"score_spread":0.21649958166343797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415053970","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018753454,0.00009042462,0.9742173,0.00012280566,0.00003316994,0.00003666053,0.00041013843,0.003848212,0.0024878357],"genre_scores_gemma":[0.4689509,0.00018794343,0.52567554,0.00013742971,0.00003430135,0.0001545606,0.0020370844,0.00094322325,0.0018789961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996362,0.00005252241,0.00001830933,0.000102013095,0.00015750452,0.000033425353],"domain_scores_gemma":[0.99958855,0.0001284322,0.00003127535,0.00012328516,0.00011032414,0.000018221433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048105896,0.0007446919,0.0005551438,0.0010557882,0.00032524942,0.0012674188,0.0014824804,0.00069520104,0.003007893],"category_scores_gemma":[0.0018355,0.0005829703,0.00094614853,0.000982306,0.0004984772,0.0017922429,0.0011772206,0.00082794466,0.0012266682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002817974,0.0000464913,0.0017743527,0.000068668545,0.00004190864,0.00007242345,0.00006588201,0.8683765,0.004788681,0.0064256852,0.0022723628,0.116038896],"study_design_scores_gemma":[0.000001657054,0.000002861099,0.00013370102,0.0000029078706,0.000002046985,0.000007487745,0.000008556583,0.9956564,0.0013444526,0.0020827618,0.00075359904,0.0000035779362],"about_ca_topic_score_codex":0.010520506,"about_ca_topic_score_gemma":0.016686339,"teacher_disagreement_score":0.010520506,"about_ca_system_score_codex":0.0009013157,"about_ca_system_score_gemma":0.0008791852,"threshold_uncertainty_score":0.020918548},"labels":[],"label_agreement":null},{"id":"W4415142852","doi":"","title":"COUNTLOOP: Iterative Agent Guided High Instance Image Generation","year":2025,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada); Simon Fraser University","funders":"","keywords":"Masking (illustration); Object (grammar); Image (mathematics); Quality (philosophy); Iterative refinement; Iterative method; Image quality","score_opus":0.01726632679058626,"score_gpt":0.23545198838420198,"score_spread":0.21818566159361572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415142852","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032353204,0.0005613023,0.9251254,0.00032932527,0.00015456628,0.00024848417,0.0005936675,0.030938188,0.009695867],"genre_scores_gemma":[0.3762007,0.00020522678,0.61109257,0.00040255918,0.00004298777,0.0004009439,0.0019404234,0.0032810804,0.0064333747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994572,0.00011166732,0.00002172629,0.00017272725,0.00017329896,0.00006338967],"domain_scores_gemma":[0.9989189,0.00054552633,0.00006487683,0.00025281793,0.00014629759,0.000071551585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040152,0.0015090132,0.00093098683,0.0005709863,0.00043741486,0.0016070864,0.003743544,0.0019405826,0.00810226],"category_scores_gemma":[0.0035321063,0.0006305745,0.0008304636,0.0004380324,0.0008834532,0.0015621961,0.0017970292,0.0017641346,0.0020175732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004837006,0.00029212097,0.001719935,0.0005045747,0.00013213075,0.00029063126,0.00023803594,0.59851,0.02566618,0.018180946,0.024584776,0.32939687],"study_design_scores_gemma":[0.000044541044,0.000038760165,0.000067238354,0.00000826548,0.00000716078,0.000030805782,0.000013585585,0.9888341,0.0052159964,0.003284381,0.0024469602,0.0000080764585],"about_ca_topic_score_codex":0.0063799,"about_ca_topic_score_gemma":0.010097558,"teacher_disagreement_score":0.00810226,"about_ca_system_score_codex":0.0012401307,"about_ca_system_score_gemma":0.0010584904,"threshold_uncertainty_score":0.027104795},"labels":[],"label_agreement":null},{"id":"W4415542815","doi":"10.1145/3694907.3765945","title":"Interactive Digital Mapping as a Park-Planning Tool: Integrating 360-Degree Video for Immersive Planning","year":2025,"lang":"","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Visualization; Virtual reality; Mobile device; Field (mathematics); Feature (linguistics)","score_opus":0.03052293312915738,"score_gpt":0.29873574382934964,"score_spread":0.26821281070019226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415542815","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067137636,0.00024887617,0.9135297,0.00019203455,0.00009509736,0.00011076057,0.0003932976,0.005048055,0.0132445535],"genre_scores_gemma":[0.5376691,0.00042011763,0.4555966,0.0000925273,0.000026114136,0.00010815754,0.00036845647,0.0006520187,0.005066912],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99983037,0.00003697527,0.0000052492624,0.000025822648,0.0000743353,0.000027166423],"domain_scores_gemma":[0.9997601,0.00011238223,0.000009979476,0.00003888696,0.000046915662,0.0000317184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002612705,0.00045293762,0.00023812066,0.00051915686,0.00020276857,0.00090267975,0.0006827595,0.00034642217,0.009017637],"category_scores_gemma":[0.00094980834,0.00029980636,0.0003274978,0.0004245439,0.0002240922,0.00071036123,0.0012227951,0.00030825546,0.0008055173],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061857543,0.00043844245,0.0027213218,0.00038858334,0.00008160622,0.0004618068,0.0014366723,0.09206676,0.14993812,0.0086317845,0.008316166,0.7349],"study_design_scores_gemma":[0.0001291869,0.00035748843,0.004953971,0.0001484168,0.00016924259,0.00093226094,0.001053547,0.7607534,0.14636108,0.008131221,0.076857634,0.00015255419],"about_ca_topic_score_codex":0.0037142371,"about_ca_topic_score_gemma":0.0058960663,"teacher_disagreement_score":0.009017637,"about_ca_system_score_codex":0.00019051047,"about_ca_system_score_gemma":0.00040220923,"threshold_uncertainty_score":0.030167043},"labels":[],"label_agreement":null},{"id":"W4415818199","doi":"10.3390/ijgi14110429","title":"An Automated Workflow for Generating 3D Solids from Indoor Point Clouds in a Cadastral Context","year":2025,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomembrane Technologies (Canada); Université Laval; Centre de Géomatique du Québec","funders":"Mitacs","keywords":"Workflow; Point cloud; Modular design; Context (archaeology); Cadastre; Geospatial analysis; Ceiling (cloud); Level of detail; Interoperability; Segmentation","score_opus":0.006316657413475295,"score_gpt":0.27239022805355945,"score_spread":0.26607357064008413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415818199","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008979794,0.00008140001,0.96862775,0.00010564306,0.000037711256,0.000202049,0.0014710625,0.018005684,0.0024889463],"genre_scores_gemma":[0.0939826,0.00016364829,0.89651024,0.00007233173,0.000017761491,0.00021109066,0.005919436,0.0016615802,0.0014612162],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991742,0.000100090016,0.000060380517,0.00022878846,0.00036013187,0.00007629072],"domain_scores_gemma":[0.9988224,0.00028087402,0.000083529565,0.0004563098,0.00029070504,0.000066143395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010800816,0.0015927948,0.0007285834,0.0020055063,0.0008469542,0.002241059,0.0017798651,0.00096188125,0.007968774],"category_scores_gemma":[0.0025290416,0.00094347674,0.0019539385,0.0012635702,0.0006493454,0.001136811,0.0022581632,0.0012797292,0.0054643825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028394663,0.00021850335,0.008191564,0.000824039,0.00015337768,0.0008306374,0.001537273,0.13066825,0.07221952,0.014393386,0.024197735,0.7464817],"study_design_scores_gemma":[0.00008707016,0.00021617237,0.0069522765,0.00021554843,0.00007342896,0.000995383,0.0014565713,0.82959515,0.07162677,0.021066818,0.067535706,0.00017916056],"about_ca_topic_score_codex":0.007001259,"about_ca_topic_score_gemma":0.013947616,"teacher_disagreement_score":0.007968774,"about_ca_system_score_codex":0.0005356904,"about_ca_system_score_gemma":0.002060946,"threshold_uncertainty_score":0.026658237},"labels":[],"label_agreement":null},{"id":"W4416997608","doi":"10.3390/ijgi14120478","title":"An Effective Approach to Geometric and Semantic BIM/GIS Data Integration for Urban Digital Twin","year":2025,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"CityGML; 3D city models; Workflow; Scalability; Geospatial analysis; Visualization; Graph; Semantic computing; Semantic grid; Data integration","score_opus":0.00913482431585624,"score_gpt":0.26709268850872986,"score_spread":0.25795786419287364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416997608","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051871724,0.0000587592,0.9886624,0.00008844133,0.000028133372,0.00009738683,0.00042753917,0.0023834838,0.0030665894],"genre_scores_gemma":[0.086279355,0.0001340456,0.90848696,0.000053943022,0.000015365316,0.00012777149,0.0021434247,0.00057124125,0.0021878837],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988463,0.00016630955,0.00007687996,0.00019939797,0.000640737,0.000070374444],"domain_scores_gemma":[0.9992964,0.00007754589,0.000038702474,0.00031574804,0.00023018284,0.000041368297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010308095,0.0007110691,0.0005360464,0.0028683995,0.00070164766,0.0027634364,0.001230942,0.0005228758,0.0029882437],"category_scores_gemma":[0.0028471507,0.00056483917,0.00083201326,0.003304743,0.0007000183,0.0031674767,0.0049530948,0.0011319504,0.0013732545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014873667,0.00021870485,0.004763081,0.00040170606,0.00011637891,0.00068554137,0.0014157553,0.07093592,0.049952995,0.18136364,0.017057229,0.6729403],"study_design_scores_gemma":[0.000027041824,0.00009137529,0.0032123267,0.00008251858,0.00007111484,0.00081451813,0.001221073,0.65667826,0.059562046,0.116918184,0.16122442,0.00009707295],"about_ca_topic_score_codex":0.003024385,"about_ca_topic_score_gemma":0.005307594,"teacher_disagreement_score":0.003024385,"about_ca_system_score_codex":0.00062501687,"about_ca_system_score_gemma":0.0013450262,"threshold_uncertainty_score":0.009996712},"labels":[],"label_agreement":null},{"id":"W605936840","doi":"","title":"Management information systems 2002 : incorporating GIS and remote sensing","year":2000,"lang":"en","type":"book","venue":"WIT Press eBooks","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geographic information system; Thematic map; Remote sensing; Environmental resource management; Geography; Environmental science; Cartography","score_opus":0.01182799160527065,"score_gpt":0.19254008674683357,"score_spread":0.18071209514156292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W605936840","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008517799,0.016487604,0.6821031,0.018295145,0.0043951934,0.0016026945,0.013226247,0.025583932,0.22978832],"genre_scores_gemma":[0.10919713,0.0239096,0.5448299,0.005173958,0.0025887487,0.0015216981,0.04897225,0.005522137,0.25828463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639976,0.001020322,0.0005521162,0.00050115044,0.001380928,0.00014575911],"domain_scores_gemma":[0.99430215,0.0017163416,0.0002848295,0.0012129748,0.0020749108,0.00040888714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047771465,0.0015048605,0.0016444722,0.0030334943,0.0010882185,0.010087192,0.0021686545,0.0022473424,0.028951729],"category_scores_gemma":[0.007833124,0.0023175715,0.0010393106,0.0070744525,0.0010377147,0.013705467,0.0030039132,0.0034089375,0.01589265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009645049,0.0001775399,0.002113745,0.0006495217,0.00016128221,0.00032330523,0.00067785295,0.019179944,0.0026006354,0.078510076,0.33419913,0.5613105],"study_design_scores_gemma":[0.00004292441,0.00007955426,0.0022864556,0.00043514176,0.00008095732,0.00029930094,0.00021996282,0.038051438,0.0015517988,0.033196975,0.9236734,0.00008211003],"about_ca_topic_score_codex":0.01180013,"about_ca_topic_score_gemma":0.007822477,"teacher_disagreement_score":0.028951729,"about_ca_system_score_codex":0.0023014587,"about_ca_system_score_gemma":0.002919208,"threshold_uncertainty_score":0.0968532},"labels":[],"label_agreement":null},{"id":"W626597486","doi":"10.1007/978-3-642-30615-0","title":"Sequences and their applications -- SETA 2012 : 7th International Conference, Waterloo, On, Canada, June 4-8 2012, proceedings","year":2012,"lang":"en","type":"book","venue":"DIAL (Catholic University of Leuven)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Seta; Operations research; Computer science; Biology; Engineering; Zoology","score_opus":0.012170863384057382,"score_gpt":0.17488256540479194,"score_spread":0.16271170202073457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W626597486","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011085615,0.08034878,0.77806604,0.0032363206,0.0061371867,0.00034671565,0.011661149,0.010073118,0.09904502],"genre_scores_gemma":[0.07817325,0.0749817,0.5869761,0.0008028196,0.0015536431,0.0005284825,0.03430901,0.0027117524,0.21996327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934334,0.000098716555,0.000056148598,0.00009914083,0.00036658885,0.00003612539],"domain_scores_gemma":[0.9990225,0.00029508874,0.0000348796,0.00014414624,0.00043578443,0.000067569905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008687216,0.0010253164,0.000981092,0.0024204808,0.00093325775,0.0034753347,0.0011776844,0.0008876209,0.02962757],"category_scores_gemma":[0.0023398397,0.00056555076,0.00079089706,0.0044189887,0.00070733455,0.002273691,0.0014534352,0.0011322955,0.011377214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014148725,0.00006330303,0.0006933729,0.000645028,0.000034827244,0.00014830976,0.00026690602,0.010264685,0.004217748,0.06883482,0.13824594,0.7764436],"study_design_scores_gemma":[0.00001948301,0.0000630924,0.0013767667,0.00053474604,0.000034734006,0.00068914203,0.0003144157,0.049983706,0.0048437216,0.087180026,0.8549136,0.000046602276],"about_ca_topic_score_codex":0.01311979,"about_ca_topic_score_gemma":0.018195236,"teacher_disagreement_score":0.9868802,"about_ca_system_score_codex":0.0010802951,"about_ca_system_score_gemma":0.001516454,"threshold_uncertainty_score":0.09911406},"labels":[],"label_agreement":null},{"id":"W638589851","doi":"","title":"The Jubilee Line Extension","year":2000,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenwich; Bridge (graph theory); Engineering; Art history; Art; Line (geometry); Humanities; Geology; Mathematics; Biology; Geometry","score_opus":0.00819184026897216,"score_gpt":0.22899260368704905,"score_spread":0.2208007634180769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W638589851","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007032333,0.0012645265,0.0031589477,0.0009857379,0.0009627509,0.000019664461,0.00015546326,0.000553268,0.9921963],"genre_scores_gemma":[0.0035733876,0.0006295982,0.0013249577,0.0002763078,0.00008298235,0.000014899086,0.00017935764,0.0002539938,0.9936644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983776,0.000023085608,0.0000046796927,0.000035828292,0.00006853079,0.000030074725],"domain_scores_gemma":[0.99980766,0.000019499808,0.0000050530025,0.000023179418,0.00009951719,0.000045162345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256288,0.0006622454,0.00018101274,0.00068375125,0.0018321648,0.0035119725,0.0005556491,0.000814161,0.15280995],"category_scores_gemma":[0.00066969916,0.00026077827,0.00022012416,0.00071862666,0.00054064556,0.0023786589,0.0013499317,0.0016435197,0.05933637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021169566,0.000017306857,0.00018215722,0.00003272546,0.0000010163727,0.0000857141,0.00043372434,0.00013649896,0.00037891886,0.04793148,0.8119585,0.1388208],"study_design_scores_gemma":[5.4271425e-7,0.0000029577423,0.00007446318,0.000010790006,4.0380934e-7,0.000031046115,0.000043300777,0.00003645119,0.000034740566,0.0006291307,0.99913496,0.0000012153561],"about_ca_topic_score_codex":0.019587507,"about_ca_topic_score_gemma":0.049541116,"teacher_disagreement_score":0.15280995,"about_ca_system_score_codex":0.0012870817,"about_ca_system_score_gemma":0.0011615792,"threshold_uncertainty_score":0.5112002},"labels":[],"label_agreement":null},{"id":"W6901655528","doi":"10.60692/nhp0m-p4z62","title":"DEVELOPMENT OF 3D MARINE CADASTRE DATA MODEL BASED ON LAND ADMINISTRATION DOMAIN MODEL","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cadastre; Domain model; Conceptual model; Context (archaeology); Logical data model; Data model (GIS); Domain (mathematical analysis)","score_opus":0.04248329548084275,"score_gpt":0.2154270937077846,"score_spread":0.17294379822694184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901655528","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020193607,0.0002423288,0.9504162,0.00038271898,0.00014554051,0.00033221202,0.0041102595,0.0047062044,0.019470997],"genre_scores_gemma":[0.31197995,0.0013622033,0.63712627,0.00021337156,0.000032766995,0.00074211846,0.023484569,0.0009389199,0.024119807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999428,0.00009075176,0.000073692056,0.00009570682,0.00027319437,0.000038576818],"domain_scores_gemma":[0.99952924,0.00008247031,0.00003960986,0.00011308878,0.00020034448,0.000035338795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071407325,0.0006783013,0.0005012775,0.0018136504,0.00055702624,0.002877297,0.0012973122,0.00070920866,0.0044963495],"category_scores_gemma":[0.0013204141,0.00060173613,0.001546784,0.0013275545,0.00047953028,0.002098111,0.0015715976,0.0010239405,0.0016635553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002505711,0.00018840557,0.014180531,0.00097648735,0.00015457244,0.0026493538,0.0022783903,0.46989912,0.029629167,0.20497666,0.03206956,0.24274723],"study_design_scores_gemma":[0.000039488026,0.000051067105,0.0020276802,0.00023849282,0.00007123024,0.0004641324,0.00044927828,0.75037813,0.016467366,0.01147432,0.21824042,0.00009828245],"about_ca_topic_score_codex":0.017677844,"about_ca_topic_score_gemma":0.014641033,"teacher_disagreement_score":0.017677844,"about_ca_system_score_codex":0.0009554714,"about_ca_system_score_gemma":0.0018965779,"threshold_uncertainty_score":0.035149872},"labels":[],"label_agreement":null},{"id":"W6920221971","doi":"10.60692/1bmj1-6xh32","title":"DEVELOPMENT OF 3D MARINE CADASTRE DATA MODEL BASED ON LAND ADMINISTRATION DOMAIN MODEL","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cadastre; Domain model; Conceptual model; Context (archaeology); Logical data model; Data model (GIS); Domain (mathematical analysis)","score_opus":0.04248329548084275,"score_gpt":0.2154270937077846,"score_spread":0.17294379822694184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920221971","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020193607,0.0002423288,0.9504162,0.00038271898,0.00014554051,0.00033221202,0.0041102595,0.0047062044,0.019470997],"genre_scores_gemma":[0.31197995,0.0013622033,0.63712627,0.00021337156,0.000032766995,0.00074211846,0.023484569,0.0009389199,0.024119807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999428,0.00009075176,0.000073692056,0.00009570682,0.00027319437,0.000038576818],"domain_scores_gemma":[0.99952924,0.00008247031,0.00003960986,0.00011308878,0.00020034448,0.000035338795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071407325,0.0006783013,0.0005012775,0.0018136504,0.00055702624,0.002877297,0.0012973122,0.00070920866,0.0044963495],"category_scores_gemma":[0.0013204141,0.00060173613,0.001546784,0.0013275545,0.00047953028,0.002098111,0.0015715976,0.0010239405,0.0016635553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002505711,0.00018840557,0.014180531,0.00097648735,0.00015457244,0.0026493538,0.0022783903,0.46989912,0.029629167,0.20497666,0.03206956,0.24274723],"study_design_scores_gemma":[0.000039488026,0.000051067105,0.0020276802,0.00023849282,0.00007123024,0.0004641324,0.00044927828,0.75037813,0.016467366,0.01147432,0.21824042,0.00009828245],"about_ca_topic_score_codex":0.017677844,"about_ca_topic_score_gemma":0.014641033,"teacher_disagreement_score":0.017677844,"about_ca_system_score_codex":0.0009554714,"about_ca_system_score_gemma":0.0018965779,"threshold_uncertainty_score":0.035149872},"labels":[],"label_agreement":null},{"id":"W6922147386","doi":"10.1139/geomat-2021-0016","title":"Generating LoD2 City Models Using a Hybrid-Driven Approach: A Case Study for New Brunswick Urban Environment","year":2021,"lang":"","type":"other","venue":"TSpace","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Footprint; 3D city models; Population; Urban planning; Quality (philosophy); Focus (optics); Built environment","score_opus":0.0866314969502721,"score_gpt":0.30490084228789566,"score_spread":0.21826934533762354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922147386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8313338,0.00036943404,0.12866811,0.0012932144,0.00008146526,0.0016472994,0.006017505,0.0018949274,0.028694205],"genre_scores_gemma":[0.7051216,0.00031201745,0.2798434,0.00014411843,0.000007304677,0.0005066437,0.0054754056,0.00043345988,0.008156058],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927074,0.0002441171,0.000043676635,0.00010415145,0.00023632045,0.000100949845],"domain_scores_gemma":[0.9984634,0.0009219725,0.000053963515,0.00018742694,0.00026764814,0.0001056784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012928483,0.0008233904,0.00035022452,0.00087154965,0.0014588992,0.001867094,0.0020871926,0.0014503207,0.0036053585],"category_scores_gemma":[0.0026143591,0.0004079527,0.0010600606,0.0017172366,0.00092541624,0.00073533354,0.0013620879,0.0008184637,0.0005755811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029409505,0.0007052982,0.02129037,0.00073335564,0.00010684492,0.008147934,0.004227649,0.8288754,0.009398135,0.013616474,0.011202283,0.101402104],"study_design_scores_gemma":[0.00010642298,0.00014510482,0.006109995,0.00008260785,0.000060543396,0.00055713765,0.00488914,0.9371595,0.010919831,0.00333425,0.036535252,0.00010022239],"about_ca_topic_score_codex":0.32084006,"about_ca_topic_score_gemma":0.55843323,"teacher_disagreement_score":0.67915994,"about_ca_system_score_codex":0.005601419,"about_ca_system_score_gemma":0.0032927978,"threshold_uncertainty_score":0.6379451},"labels":[],"label_agreement":null},{"id":"W6925571571","doi":"10.20381/ruor-31107","title":"Land-Based Education for Northern Youth: Exploring the Impacts of On-the-Land Camps in the Northwest Territories","year":2025,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Traditional knowledge; Stewardship (theology); Photovoice; Arctic; Circumpolar star; Agency (philosophy); Indigenous education; Participatory action research","score_opus":0.01592576147913771,"score_gpt":0.19856724146960772,"score_spread":0.18264147999047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925571571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99017817,0.00050469855,0.00010914085,0.0014539129,0.000051416955,0.000035976005,0.0000429488,0.000005378852,0.007618406],"genre_scores_gemma":[0.9956754,0.00088503864,0.00026508933,0.00033663315,0.000014330907,0.000064759304,0.00003493369,0.000009794588,0.0027138998],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976267,0.0011393443,0.00003982129,0.00011065606,0.00018572235,0.0008976892],"domain_scores_gemma":[0.99856204,0.00041886646,0.00014897865,0.00003587613,0.00012335721,0.0007108744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029180176,0.0003482045,0.0006442119,0.0006684634,0.011254341,0.0052509774,0.0013916132,0.0009828855,0.003834013],"category_scores_gemma":[0.0020990297,0.00034839593,0.00040637044,0.0007019008,0.0056014247,0.0032203284,0.0074822693,0.002759232,0.00028263486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017936429,0.00014597221,0.010875821,0.00013152247,0.0000054595816,0.0006593695,0.9790435,0.000021162154,0.00021590975,0.0012846632,0.0012408383,0.006357847],"study_design_scores_gemma":[8.5514023e-7,0.000020533802,0.005271236,0.000071140625,0.0000031293932,0.00005246401,0.99103,0.000010995292,0.000035275712,0.000079473444,0.0034218745,0.0000030323079],"about_ca_topic_score_codex":0.08582044,"about_ca_topic_score_gemma":0.28935283,"teacher_disagreement_score":0.91417956,"about_ca_system_score_codex":0.005684279,"about_ca_system_score_gemma":0.008936911,"threshold_uncertainty_score":0.17064184},"labels":[],"label_agreement":null},{"id":"W6964858821","doi":"10.3389/fsufs.2022.937200.s003","title":"Table_2_Mining alleles for tar spot complex resistance from CIMMYT's maize Germplasm Bank.xlsx","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Germplasm; Allele; Hybrid; Population; Grain yield; Plant disease resistance; Genotype; Cultivar","score_opus":0.04866951612826091,"score_gpt":0.25113446801301725,"score_spread":0.20246495188475633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964858821","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073606684,0.00033874655,0.0054499507,0.00027677105,0.00017876516,0.0005073168,0.95830315,0.012216843,0.015367827],"genre_scores_gemma":[0.009873921,0.00024780078,0.019575251,0.0002499423,0.000056728626,0.00048735153,0.95803607,0.0038601542,0.0076127416],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99958557,0.00004287788,0.000059727714,0.00012837684,0.00012211184,0.0000613427],"domain_scores_gemma":[0.9988098,0.00032205493,0.00025740446,0.00018072399,0.00022458861,0.00020548179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045839,0.001439729,0.0015214751,0.0044661593,0.0014711398,0.0018808712,0.002543193,0.0009605757,0.26594606],"category_scores_gemma":[0.002199239,0.0011567357,0.00068588735,0.0074844765,0.0002975168,0.0012327525,0.0010654605,0.0011644745,0.11119124],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019352156,0.000356722,0.007841425,0.005225924,0.0002380661,0.00096857204,0.00065722875,0.00072451396,0.05666842,0.002297722,0.82295036,0.100135945],"study_design_scores_gemma":[0.0013344483,0.00021253372,0.04010902,0.00033382516,0.00018358754,0.0006973772,0.00021626,0.0007170743,0.01804921,0.0011143127,0.936921,0.00011132854],"about_ca_topic_score_codex":0.002858742,"about_ca_topic_score_gemma":0.005926177,"teacher_disagreement_score":0.26594606,"about_ca_system_score_codex":0.0006704144,"about_ca_system_score_gemma":0.00092376355,"threshold_uncertainty_score":0.8896782},"labels":[],"label_agreement":null},{"id":"W6987628004","doi":"","title":"Toward a 3d marine cadastre in support of good ocean governance","year":2001,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cadastre; Marine spatial planning; Corporate governance; Quality (philosophy); Key (lock); Data quality; Marine biodiversity","score_opus":0.019234924621805965,"score_gpt":0.23780784354329906,"score_spread":0.2185729189214931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987628004","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036229037,0.00022294428,0.9374341,0.00337477,0.00006211804,0.00024650464,0.0010029168,0.000985888,0.0204417],"genre_scores_gemma":[0.22536148,0.00079495687,0.76819164,0.00033433986,0.000019330546,0.00022944353,0.0017850549,0.00012775937,0.0031560028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99737394,0.0013535736,0.00030552395,0.0001935461,0.0006695811,0.000103789025],"domain_scores_gemma":[0.9932045,0.0017654985,0.00087540416,0.002289019,0.0015303296,0.00033526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005767548,0.0004959175,0.00049673714,0.0021105271,0.0010081197,0.006245442,0.00187118,0.0019701791,0.0035535356],"category_scores_gemma":[0.013795119,0.0008055803,0.0009496359,0.002893165,0.0018759668,0.005664765,0.0039373143,0.0013628801,0.0015296559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015745273,0.0001547784,0.022820085,0.00039569233,0.00008753908,0.001261499,0.00633275,0.28197086,0.013679893,0.3391226,0.016450612,0.31756613],"study_design_scores_gemma":[0.00007180819,0.00016707006,0.01093563,0.001560229,0.00012355293,0.0011996852,0.005760823,0.59975743,0.012153163,0.12663083,0.2413791,0.0002607071],"about_ca_topic_score_codex":0.0138893565,"about_ca_topic_score_gemma":0.022153327,"teacher_disagreement_score":0.0138893565,"about_ca_system_score_codex":0.001558927,"about_ca_system_score_gemma":0.0024775467,"threshold_uncertainty_score":0.03050208},"labels":[],"label_agreement":null},{"id":"W6987809216","doi":"","title":"Using Geographic Information Systems in Municipal Capital Asset Management Applications","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geographic information system; Capital (architecture); Information system; Asset management; Asset (computer security); Management information systems; Work (physics)","score_opus":0.013421692542956422,"score_gpt":0.2358014820800152,"score_spread":0.22237978953705878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987809216","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30473104,0.0026837515,0.14732252,0.024966858,0.003448037,0.0021962763,0.011111672,0.015579324,0.4879605],"genre_scores_gemma":[0.8067822,0.002242235,0.08417926,0.0007655754,0.00052892626,0.00034948756,0.0052987547,0.0011277489,0.098725736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996999,0.0013504098,0.0002117259,0.00015231513,0.0011750044,0.00011163366],"domain_scores_gemma":[0.98874784,0.0041769044,0.00063049915,0.0011551977,0.004971126,0.0003184462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034432411,0.00026294962,0.00035456882,0.0021634311,0.0010867029,0.0038746693,0.00068188197,0.0008703537,0.039580684],"category_scores_gemma":[0.021938715,0.00032133423,0.00029100638,0.0039253305,0.00027960038,0.0027195546,0.000994297,0.0004895761,0.01185115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030347114,0.0002547281,0.029736158,0.0005972548,0.00008567278,0.0009592663,0.0013256642,0.0071893707,0.0065159635,0.010922145,0.2770207,0.6650896],"study_design_scores_gemma":[0.00012858075,0.00019009002,0.0400156,0.00043821242,0.00017954041,0.0005313431,0.0037519776,0.099836,0.024233827,0.01522034,0.8153535,0.000121005],"about_ca_topic_score_codex":0.0062823957,"about_ca_topic_score_gemma":0.01061409,"teacher_disagreement_score":0.039580684,"about_ca_system_score_codex":0.0006819054,"about_ca_system_score_gemma":0.0013984977,"threshold_uncertainty_score":0.13241053},"labels":[],"label_agreement":null},{"id":"W6990534460","doi":"","title":"The 3D marine alienation title for marine cadastre in Kedah and Perlis / Nur Liyana Mat Rosdi","year":2020,"lang":"en","type":"other","venue":"UiTM Institutional Repositories (Universiti Teknologi MARA)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Subpoena; Government (linguistics); Documentation; Work (physics); Population","score_opus":0.007501110725730728,"score_gpt":0.1958845871382043,"score_spread":0.18838347641247358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990534460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81967187,0.0013618049,0.019316489,0.0020002187,0.00021630884,0.00063836464,0.004023158,0.0005079505,0.15226378],"genre_scores_gemma":[0.86291283,0.0020214894,0.053348497,0.00026336015,0.000031901414,0.00040071973,0.0045749624,0.00018161256,0.076264575],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929714,0.0002577045,0.000101087964,0.00006885755,0.00021531647,0.00005982653],"domain_scores_gemma":[0.9987883,0.00027295778,0.00023290497,0.00023804283,0.00033956254,0.00012825793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001523882,0.00024010612,0.00012036465,0.0021283408,0.0014460235,0.0017258453,0.0006010769,0.00045730107,0.008558375],"category_scores_gemma":[0.0028073126,0.0002160425,0.00021009713,0.002784899,0.00075958733,0.0015266589,0.0014532607,0.0004675468,0.001563569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003056317,0.00027281488,0.14328565,0.0020142829,0.00003493063,0.016463988,0.10310759,0.0046517774,0.015314756,0.025301179,0.04683596,0.6424114],"study_design_scores_gemma":[0.000025077608,0.00039350655,0.2203132,0.0019155779,0.000043802956,0.008997732,0.1368333,0.0043976284,0.00990269,0.0021401367,0.61491776,0.00011963938],"about_ca_topic_score_codex":0.012543183,"about_ca_topic_score_gemma":0.035325076,"teacher_disagreement_score":0.012543183,"about_ca_system_score_codex":0.0013503258,"about_ca_system_score_gemma":0.0026679337,"threshold_uncertainty_score":0.028630555},"labels":[],"label_agreement":null},{"id":"W6997264822","doi":"","title":"Value of 3D physical modeling in harbor design: gateway harbor Chicago case study","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Deck; Shore; Navy; Default gateway; Gateway (web page); Sonar; Submarine pipeline; Range (aeronautics); Baseline (sea); Pier","score_opus":0.034005205996963515,"score_gpt":0.2674317701007684,"score_spread":0.23342656410380488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997264822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78756493,0.0005184254,0.16618513,0.0015022052,0.00009500053,0.0003782359,0.0011187965,0.00067655504,0.041960698],"genre_scores_gemma":[0.9405101,0.00037303896,0.055159554,0.000051256207,0.000020171045,0.00015517155,0.000295978,0.00006065316,0.0033740576],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999438,0.00027953606,0.000021060288,0.000049967955,0.00016030681,0.00005103217],"domain_scores_gemma":[0.9990701,0.000570538,0.000087857305,0.00011086118,0.000092864415,0.00006777487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090818375,0.0009957692,0.00050661276,0.0010325527,0.0008410236,0.002564487,0.0009539229,0.0017574372,0.0029070375],"category_scores_gemma":[0.0015805463,0.0006361191,0.00084618066,0.0007396328,0.0011042014,0.0009799182,0.001391331,0.00072485686,0.00029290246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049393526,0.00007250517,0.0041749603,0.000039091832,0.000012118495,0.00053908076,0.0001233876,0.9807202,0.0008785038,0.0032729148,0.00040921324,0.009708555],"study_design_scores_gemma":[0.00003362485,0.00018251578,0.0015505779,0.00003612219,0.000022973012,0.00017415047,0.00035436702,0.9893702,0.0016138159,0.0016863667,0.004937754,0.000037600847],"about_ca_topic_score_codex":0.0148964375,"about_ca_topic_score_gemma":0.020263394,"teacher_disagreement_score":0.0148964375,"about_ca_system_score_codex":0.0013331376,"about_ca_system_score_gemma":0.0016243437,"threshold_uncertainty_score":0.029619515},"labels":[],"label_agreement":null},{"id":"W7000620004","doi":"","title":"From GISs to TIS (Territorial Information System) : the 3D technologies for intelligibility and decision making in metropolitan area planning: the case of Grenoble Alpes Metropole","year":2008,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Intelligibility (philosophy); Metis; Information system","score_opus":0.016910074041761158,"score_gpt":0.24605118316321525,"score_spread":0.2291411091214541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000620004","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35346603,0.005978188,0.15228774,0.0811676,0.0005809181,0.00033705155,0.001460554,0.0011207939,0.4036011],"genre_scores_gemma":[0.92194015,0.0026645334,0.042228535,0.0008769399,0.000098558034,0.00007658152,0.0003489823,0.00023313706,0.03153263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821377,0.0011369121,0.00005875889,0.00010777206,0.0003596502,0.00012314753],"domain_scores_gemma":[0.997903,0.0013572382,0.00008630316,0.00023410507,0.0002748485,0.00014462144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028214615,0.0004808224,0.00041739136,0.0018436778,0.0015237144,0.011421225,0.0010818781,0.0017965757,0.018780304],"category_scores_gemma":[0.005272176,0.00045988243,0.0006360169,0.002861799,0.005387781,0.0076957494,0.0033154387,0.0014280056,0.0014141923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028162083,0.00010475229,0.010779082,0.00033635198,0.00007220347,0.003422124,0.01612791,0.05070982,0.0022059407,0.6932215,0.024693768,0.19804496],"study_design_scores_gemma":[0.00007541992,0.00016726338,0.010492269,0.00051571534,0.00010580605,0.0016878574,0.035552274,0.12419373,0.004237078,0.3744958,0.44834748,0.00012935323],"about_ca_topic_score_codex":0.08147127,"about_ca_topic_score_gemma":0.06826856,"teacher_disagreement_score":0.08147127,"about_ca_system_score_codex":0.0049585453,"about_ca_system_score_gemma":0.0031040763,"threshold_uncertainty_score":0.1619941},"labels":[],"label_agreement":null},{"id":"W7002287099","doi":"","title":"Microbial Pretreatment of Camelina Straw and Switchgrass for the Production of Solid Biofuel Pellets and Bioethanol","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biofuel; Renewable energy; Bioenergy; Lignocellulosic biomass; Cellulosic ethanol; Fossil fuel; Renewable resource; Energy source; Energy security","score_opus":0.008102724081181826,"score_gpt":0.18322717857713258,"score_spread":0.17512445449595077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002287099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649048,0.0075466614,0.015522256,0.0007397549,0.00037564072,0.00039530723,0.002728212,0.00035184677,0.007435602],"genre_scores_gemma":[0.9776053,0.0038037917,0.011835201,0.00031170435,0.000045710665,0.0001126808,0.0025630211,0.00006984057,0.0036527715],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997557,0.000022955373,0.000019597655,0.000062866624,0.00007791712,0.00006096556],"domain_scores_gemma":[0.99991596,0.000009334565,0.000019593903,0.0000071934833,0.00002677367,0.000021094971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002641104,0.0008701535,0.0004087137,0.0005420178,0.00029097058,0.00054749416,0.00028569766,0.0005035765,0.0012419434],"category_scores_gemma":[0.00029923607,0.00015447912,0.0009309017,0.0005237602,0.00019431244,0.00046866792,0.00032502128,0.0006698058,0.0004654098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007039595,0.000057804496,0.00023950939,0.00015260701,0.000018087247,0.0001312691,0.000019812189,0.00010156728,0.9944119,0.000067581146,0.00011109769,0.004618329],"study_design_scores_gemma":[0.000013348937,0.00043517564,0.005026887,0.00004101352,0.00005034882,0.0001387856,0.00006770633,0.0007085119,0.98748255,0.00008017126,0.0059402124,0.000015270822],"about_ca_topic_score_codex":0.003283704,"about_ca_topic_score_gemma":0.0054193283,"teacher_disagreement_score":0.003283704,"about_ca_system_score_codex":0.00051627593,"about_ca_system_score_gemma":0.00052443787,"threshold_uncertainty_score":0.006529212},"labels":[],"label_agreement":null},{"id":"W7007683237","doi":"","title":"Additional Dwelling Area (ADU) Estimation in GIS: Application to the City of Windsor, Ontario, Canada, Lightning Talk (7 min)","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Windsor; Estimation; Categorical variable; Dilemma; Unit (ring theory); Residential area","score_opus":0.03706211021198334,"score_gpt":0.24188357770853852,"score_spread":0.20482146749655517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007683237","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8474503,0.00060378574,0.06434776,0.0010594071,0.00007557949,0.00054517045,0.05645266,0.0053519015,0.024113491],"genre_scores_gemma":[0.90096486,0.00044433417,0.07221194,0.000046863235,0.000010537839,0.00017253205,0.015626078,0.00021226257,0.010310616],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974734,0.00003519276,0.000012649074,0.000059921447,0.00009009423,0.00005478643],"domain_scores_gemma":[0.9995876,0.00009083579,0.000025640184,0.000029571935,0.00021515958,0.0000511735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040880174,0.00065246574,0.0003784598,0.0011690112,0.000994431,0.0012116556,0.00082328374,0.00035762566,0.0054209707],"category_scores_gemma":[0.0014728528,0.00035328214,0.00073748373,0.002467294,0.00030995853,0.0003833627,0.00067732367,0.00033112927,0.0006871855],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035945096,0.0002868831,0.42011362,0.00069403177,0.00026079934,0.0009907983,0.0034812465,0.2529796,0.004819539,0.006529573,0.05191661,0.2575678],"study_design_scores_gemma":[0.0000691135,0.000051003786,0.21520855,0.0001273648,0.0000766345,0.00017380202,0.003999662,0.74237555,0.001635476,0.0011287194,0.03506225,0.0000918549],"about_ca_topic_score_codex":0.98566914,"about_ca_topic_score_gemma":0.9923071,"teacher_disagreement_score":0.014330864,"about_ca_system_score_codex":0.009393043,"about_ca_system_score_gemma":0.011768101,"threshold_uncertainty_score":0.06815159},"labels":[],"label_agreement":null},{"id":"W7008125523","doi":"","title":"Arctic Gateway Group and Sakku Investments Sign Memorandum of Understanding to Boost Economic Development in Northern Manitoba and the Kivalliq Regions","year":2024,"lang":"en","type":"other","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gateway (web page); Arctic; Sign (mathematics); Memorandum; Memorandum of understanding","score_opus":0.028100503989427244,"score_gpt":0.21642654360923186,"score_spread":0.18832603961980462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008125523","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017310655,0.0006134771,0.0015563845,0.06332958,0.008021355,0.0003896412,0.012318051,0.00091800734,0.89554274],"genre_scores_gemma":[0.013975216,0.0003578479,0.0012334195,0.001967364,0.00012967884,0.00009017748,0.0024450175,0.00022402093,0.9795772],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995648,0.00003327508,0.000011074765,0.00003637882,0.00021374944,0.00014061548],"domain_scores_gemma":[0.99744725,0.00018731407,0.00007166385,0.00013118247,0.0012107021,0.0009518546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017603993,0.0004779495,0.00020399374,0.0007055757,0.004248749,0.0038381803,0.00081372936,0.0010394943,0.124486305],"category_scores_gemma":[0.002206576,0.00021029112,0.0002127656,0.00073675596,0.00089618244,0.00090662495,0.0022617627,0.0016552308,0.022864504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023522383,0.00004354618,0.002037391,0.000029244837,0.0000024633584,0.00010362234,0.00032043157,0.00014502069,0.000302803,0.0047838828,0.9766715,0.015536609],"study_design_scores_gemma":[0.0000071955387,0.00001065775,0.0050586597,0.000050365856,0.0000022028187,0.000015655334,0.0012554235,0.00015012796,0.00025329084,0.00046406593,0.99272656,0.000005862241],"about_ca_topic_score_codex":0.36882392,"about_ca_topic_score_gemma":0.7356971,"teacher_disagreement_score":0.6311761,"about_ca_system_score_codex":0.0051108045,"about_ca_system_score_gemma":0.036560073,"threshold_uncertainty_score":0.7333542},"labels":[],"label_agreement":null},{"id":"W7009347596","doi":"","title":"3D Modeling with Reusable and Integrated Building Blocks","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Automation; Base (topology); Component (thermodynamics); Scaling; 3D modeling; Solid modeling; 3d model; 3D city models","score_opus":0.009147122244296237,"score_gpt":0.2063512992806912,"score_spread":0.19720417703639498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009347596","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030809443,0.00003987211,0.9933227,0.000021084672,0.0000062479176,0.00004660082,0.00006046056,0.0021175162,0.0013044775],"genre_scores_gemma":[0.043036364,0.0001754092,0.9534398,0.000024464272,0.0000072771745,0.00017224072,0.00047741042,0.0007815099,0.0018855669],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987602,0.00016759949,0.00008208903,0.00016736294,0.00074372574,0.00007897339],"domain_scores_gemma":[0.9988096,0.00026225354,0.000075689386,0.00064793834,0.0001461328,0.000058410355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008687194,0.0011909016,0.00078088226,0.0015340472,0.00046141056,0.0017065948,0.0021051362,0.0011005444,0.0039020737],"category_scores_gemma":[0.0021162913,0.0014859706,0.0020047037,0.0012730173,0.0010775811,0.0021175202,0.0027056322,0.0014674292,0.0030913036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007773945,0.00016110908,0.0014430897,0.00039116683,0.00015907455,0.0005758632,0.00063297304,0.50414634,0.13026814,0.0904319,0.0045115333,0.2672011],"study_design_scores_gemma":[0.000034055334,0.00011552425,0.0009224369,0.00007689815,0.00007456673,0.0007545372,0.000068551286,0.82954043,0.06847291,0.028667888,0.07118604,0.000086162014],"about_ca_topic_score_codex":0.0021016083,"about_ca_topic_score_gemma":0.0024787206,"teacher_disagreement_score":0.0039020737,"about_ca_system_score_codex":0.0005660734,"about_ca_system_score_gemma":0.0007760034,"threshold_uncertainty_score":0.013053775},"labels":[],"label_agreement":null},{"id":"W7018862931","doi":"","title":"Effect of Subjects Pose for 3D Database Management","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.006160559427340454,"score_gpt":0.2318627869506,"score_spread":0.22570222752325955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018862931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7821791,0.00320592,0.15405768,0.001702018,0.0023316024,0.0005299109,0.004451257,0.020870144,0.030672422],"genre_scores_gemma":[0.9379175,0.00082545105,0.038596515,0.00026182257,0.00024403942,0.00012428337,0.0041225646,0.003623823,0.014284016],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9938933,0.002677281,0.0004123912,0.0009638909,0.0014235036,0.0006295001],"domain_scores_gemma":[0.9598946,0.027575387,0.0010919808,0.005153049,0.0050610485,0.0012239103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006214436,0.0018740873,0.0015101036,0.001058695,0.0012352573,0.0035278848,0.0010499937,0.0011831535,0.034334168],"category_scores_gemma":[0.04536183,0.0009692439,0.0014370353,0.0013807958,0.0008701912,0.0036744147,0.0019744872,0.0011863286,0.0064490405],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.033800174,0.0032604246,0.051980354,0.0019329768,0.0007186611,0.0010206001,0.0019959125,0.1266546,0.15706319,0.004200914,0.03650597,0.5808662],"study_design_scores_gemma":[0.0010541931,0.01400684,0.13405874,0.00045866036,0.002380855,0.0024575056,0.004790613,0.4952307,0.30369642,0.007543613,0.03389559,0.00042630153],"about_ca_topic_score_codex":0.0046203667,"about_ca_topic_score_gemma":0.0043892763,"teacher_disagreement_score":0.034334168,"about_ca_system_score_codex":0.0004907374,"about_ca_system_score_gemma":0.0011227187,"threshold_uncertainty_score":0.114859164},"labels":[],"label_agreement":null},{"id":"W7025197095","doi":"","title":"Toward the Development of LADM-based Marine Cadastres: Is LADM Applicable to Marine Cadastres?","year":2016,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cadastre; Relation (database); Hydrography; Extension (predicate logic); Domain (mathematical analysis); Relevance (law); Function (biology)","score_opus":0.028361265975926277,"score_gpt":0.2478575306565783,"score_spread":0.21949626468065203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025197095","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025383458,0.015992695,0.7523091,0.030799767,0.0008952026,0.00077144714,0.0011836718,0.00089929014,0.17176537],"genre_scores_gemma":[0.17836748,0.020562582,0.7760701,0.004305571,0.00029064916,0.0006211503,0.0027422267,0.00032332627,0.016716875],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9880762,0.005765733,0.0013080577,0.0013361957,0.0031229227,0.00039096424],"domain_scores_gemma":[0.97689396,0.0054410817,0.0020404486,0.0046036057,0.0103418175,0.0006792261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02368119,0.0006954335,0.00056219497,0.0061310595,0.0015288019,0.011029625,0.0036649443,0.0024816473,0.0047046714],"category_scores_gemma":[0.03937235,0.0006808586,0.00084786257,0.009425812,0.0063484046,0.013915525,0.006338276,0.0031468675,0.0045612613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037019847,0.00010827057,0.009826206,0.0012672975,0.000022804003,0.0003174553,0.007645272,0.0022511669,0.0016645781,0.41922128,0.015778737,0.5418599],"study_design_scores_gemma":[0.000015922327,0.00011249816,0.014544155,0.00778817,0.000037911883,0.00078670366,0.017953187,0.009604939,0.0024496622,0.15274274,0.7938512,0.00011297854],"about_ca_topic_score_codex":0.017018301,"about_ca_topic_score_gemma":0.012442936,"teacher_disagreement_score":0.02368119,"about_ca_system_score_codex":0.0053662295,"about_ca_system_score_gemma":0.0073949695,"threshold_uncertainty_score":0.12523961},"labels":[],"label_agreement":null},{"id":"W7026236617","doi":"","title":"Alberta Investment Management Corp Raises Stock Holdings in Algonquin Power &amp;amp; Utilities Corp. (NYSE:AQN)","year":2024,"lang":"en","type":"other","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Investment (military); Power (physics); Work (physics); Electric power industry","score_opus":0.022750836348029716,"score_gpt":0.2538408139609961,"score_spread":0.2310899776129664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026236617","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055712885,0.0005009418,0.0009574927,0.0035690386,0.0010957374,0.00009841165,0.006662938,0.0024431993,0.97910094],"genre_scores_gemma":[0.009969531,0.00017939036,0.00040494077,0.0002964156,0.000070594666,0.000008216783,0.0028311468,0.00019870911,0.986041],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927896,0.000015610389,0.000007667338,0.00004907155,0.00054631406,0.00010247198],"domain_scores_gemma":[0.9988416,0.000067003675,0.000024528932,0.00004500422,0.0006755538,0.00034625086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006267226,0.00077257503,0.00030338095,0.0016970962,0.0021244192,0.00289502,0.00065312115,0.0013367006,0.27409172],"category_scores_gemma":[0.0014541127,0.00042022657,0.00034339086,0.0009139578,0.00050313893,0.000779544,0.0009374821,0.0015816462,0.08531786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058375677,0.000050343522,0.0014344859,0.00002282134,0.0000056070394,0.00014216405,0.00004309618,0.00024721693,0.000797568,0.0033342,0.94591117,0.047953103],"study_design_scores_gemma":[0.000028313842,0.00003757068,0.005063449,0.000027041871,0.000008766527,0.00007139235,0.00014424017,0.0014764025,0.0012329905,0.00067513966,0.9912208,0.000014008363],"about_ca_topic_score_codex":0.37128472,"about_ca_topic_score_gemma":0.69484097,"teacher_disagreement_score":0.7259083,"about_ca_system_score_codex":0.005406959,"about_ca_system_score_gemma":0.0066420217,"threshold_uncertainty_score":0.9169282},"labels":[],"label_agreement":null},{"id":"W7028629511","doi":"","title":"High performance thermoelectric materials with clathrate structures","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thermoelectric effect; Clathrate hydrate; Thermoelectric materials; Thermoelectric cooling; Work (physics)","score_opus":0.00857209104168927,"score_gpt":0.1725617233475717,"score_spread":0.16398963230588243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028629511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.937875,0.002552264,0.010816364,0.0006992286,0.0008004366,0.00007366759,0.0005981116,0.00073640264,0.045848574],"genre_scores_gemma":[0.97453225,0.0007247348,0.008669512,0.000093215494,0.00007250027,0.000047438494,0.00056792283,0.00021034901,0.015082107],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992836,0.00000674733,0.0000030384654,0.000010546525,0.000033391083,0.000017969729],"domain_scores_gemma":[0.9999093,0.000016235103,0.000010657613,0.000021752168,0.0000265303,0.00001550675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016774805,0.00021813576,0.0003064116,0.00025895375,0.00033025694,0.00060645014,0.00043715414,0.00042662004,0.004063378],"category_scores_gemma":[0.00028733994,0.00022836422,0.00023032086,0.00023587188,0.0002253882,0.00077301095,0.00057404186,0.00051119796,0.0006818758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082240114,0.00016916735,0.00077402795,0.0008073911,0.000048988466,0.0003706409,0.00012004482,0.0025379448,0.93555236,0.031675726,0.010083249,0.017038094],"study_design_scores_gemma":[0.00011263414,0.00033140363,0.0018123762,0.000040107006,0.000039743958,0.00041477734,0.000047216927,0.015601885,0.95460916,0.0026946997,0.024271848,0.000024220686],"about_ca_topic_score_codex":0.00026446467,"about_ca_topic_score_gemma":0.00079179025,"teacher_disagreement_score":0.004063378,"about_ca_system_score_codex":0.0003165618,"about_ca_system_score_gemma":0.0001995698,"threshold_uncertainty_score":0.013593316},"labels":[],"label_agreement":null},{"id":"W7033286838","doi":"","title":"Portrait et défis de la recherche en français en contexte minoritaire au Canada","year":2021,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portrait; Western europe; Transport infrastructure","score_opus":0.0183270123920121,"score_gpt":0.25251319051284804,"score_spread":0.23418617812083595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033286838","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19767387,0.0129402755,0.013187145,0.09685469,0.000791657,0.00030847816,0.003321606,0.00041904722,0.67450327],"genre_scores_gemma":[0.8225491,0.008177061,0.006712479,0.0052936864,0.00005994389,0.00016206366,0.00095237663,0.00031737637,0.15577592],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9896131,0.0030498784,0.00038601534,0.0010653001,0.0038991915,0.0019865574],"domain_scores_gemma":[0.98730266,0.0028523859,0.0005421765,0.00060953083,0.006662929,0.0020301812],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0051106904,0.0006227933,0.000501629,0.0037757864,0.025590612,0.016992947,0.0017357178,0.0021536874,0.012401888],"category_scores_gemma":[0.007907583,0.00056053523,0.00049043435,0.0076110903,0.017602831,0.0037935295,0.0041776886,0.0033768243,0.0014790702],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001642168,0.000044640223,0.014909924,0.0005279783,0.00004523617,0.0017947614,0.44134802,0.0009583328,0.002697772,0.39211145,0.076420784,0.06897698],"study_design_scores_gemma":[0.0000103068105,0.000019897063,0.014788331,0.0005953241,0.00003042908,0.00035969072,0.18338831,0.00041324826,0.00078703684,0.0052163107,0.7942934,0.00009777058],"about_ca_topic_score_codex":0.98280704,"about_ca_topic_score_gemma":0.9891649,"teacher_disagreement_score":0.9948893,"about_ca_system_score_codex":0.1293746,"about_ca_system_score_gemma":0.17322391,"threshold_uncertainty_score":0.9386828},"labels":[],"label_agreement":null},{"id":"W7033994655","doi":"","title":"Sepsis-induced myocardial depression is associated with transcriptional changes in energy metabolism and contractile related genes: A physiological and gene expression-based approach","year":2010,"lang":"en","type":"article","venue":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Fusible alloy; Emperipolesis","score_opus":0.009396424317903053,"score_gpt":0.18097270556090148,"score_spread":0.17157628124299842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033994655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914948,0.0021719655,0.0047264583,0.000112570706,0.000034398883,0.000025381787,0.0004955015,0.000025070174,0.0009139452],"genre_scores_gemma":[0.99608046,0.00093324174,0.0017823236,0.00008179448,0.000021232867,0.00006182662,0.00042382712,0.0000067641527,0.0006085126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998498,0.00003335231,0.000008781646,0.000040981966,0.0000352928,0.000031771502],"domain_scores_gemma":[0.99986684,0.000029792072,0.000050621657,0.000011744417,0.000016849883,0.000024171633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025337876,0.0002912731,0.0004391483,0.00044008953,0.00017037007,0.00033612485,0.00017366945,0.0003425649,0.0013252066],"category_scores_gemma":[0.00019740286,0.00022976461,0.00039184728,0.00046680754,0.00038107333,0.00019756913,0.00033887525,0.0006642865,0.00014746284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030432672,0.00018194279,0.017929332,0.00010537625,0.00008696133,0.00026205805,0.00007644623,0.00044725876,0.9706588,0.00024799217,0.000121319936,0.006839216],"study_design_scores_gemma":[0.00006188127,0.001223135,0.8448366,0.000026047659,0.00023772019,0.000986865,0.0003152269,0.004479778,0.14648077,0.0005264972,0.0007962177,0.000029238392],"about_ca_topic_score_codex":0.00031382882,"about_ca_topic_score_gemma":0.0003154318,"teacher_disagreement_score":0.0013252066,"about_ca_system_score_codex":0.00019274636,"about_ca_system_score_gemma":0.00015826136,"threshold_uncertainty_score":0.0044332743},"labels":[],"label_agreement":null},{"id":"W7034123947","doi":"","title":"SolarCity Announces Operating Metrics and Preliminary Select Financial Results for the Fourth Quarter of 2013 - Today's Market News (MARKCOMM) News","year":2014,"lang":"en","type":"other","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Market research; Key (lock); Market analysis","score_opus":0.012613561182509274,"score_gpt":0.22525092042146946,"score_spread":0.21263735923896018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034123947","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005915616,0.00096312806,0.0029443738,0.03732241,0.0175445,0.00026386665,0.09367366,0.013430697,0.82794183],"genre_scores_gemma":[0.011684009,0.00047298212,0.0013358019,0.002866937,0.0021963622,0.00012126733,0.044075247,0.0034203217,0.9338271],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980568,0.000084960346,0.000043763084,0.00011396664,0.0014406781,0.00025979104],"domain_scores_gemma":[0.99478406,0.00037089674,0.00024475149,0.00030397973,0.0033423728,0.00095394615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020986092,0.001031085,0.0006192827,0.002207145,0.0022131274,0.008027585,0.0009693492,0.0020263002,0.21575893],"category_scores_gemma":[0.0051074354,0.00045446228,0.00070303486,0.00230362,0.00052418624,0.003093482,0.0019735687,0.0030970736,0.13156648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024271778,0.000016316544,0.0002490631,0.000007500769,0.000001183873,0.0000096086,0.000004911338,0.000038833565,0.000049798797,0.0004920807,0.99401337,0.005093105],"study_design_scores_gemma":[0.000027437794,0.00003354159,0.0040443107,0.000027862994,0.0000055479727,0.000015404205,0.00007762984,0.0006159619,0.00054002315,0.0007602445,0.9938313,0.000020699681],"about_ca_topic_score_codex":0.04652393,"about_ca_topic_score_gemma":0.104087435,"teacher_disagreement_score":0.21575893,"about_ca_system_score_codex":0.0026260428,"about_ca_system_score_gemma":0.003517592,"threshold_uncertainty_score":0.72178555},"labels":[],"label_agreement":null},{"id":"W7083893934","doi":"","title":"Japan's economy shrank in first quarter on weak spending","year":2018,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gross domestic product; Cabinet (room); Goods and services; Quarter (Canadian coin); Consumer spending; Government spending; Real gross domestic product","score_opus":0.010666906561297151,"score_gpt":0.2216246704587229,"score_spread":0.21095776389742574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083893934","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13315749,0.003942217,0.0015792451,0.05349761,0.006779774,0.00011195101,0.030433524,0.0023823148,0.7681159],"genre_scores_gemma":[0.16049066,0.0044831415,0.0011376922,0.0055451663,0.0012237639,0.00008957219,0.017446823,0.0010708049,0.8085124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999466,0.000027719432,0.000030790954,0.0000646453,0.00025470095,0.00015620526],"domain_scores_gemma":[0.9989833,0.000044296135,0.00009553241,0.0000907685,0.0005977219,0.00018839515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055193284,0.000708208,0.00046772845,0.0017420416,0.0027927347,0.0062604262,0.00037030294,0.001095643,0.030663539],"category_scores_gemma":[0.0016775252,0.00033519766,0.00038905456,0.0026346731,0.0009146324,0.0026872659,0.0016854329,0.002144651,0.014301952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015404682,0.00004103066,0.01028271,0.00019398442,0.000014979057,0.00040962515,0.0010646397,0.00020201277,0.0009874193,0.012314548,0.903658,0.07067709],"study_design_scores_gemma":[0.0000122242855,0.0000323454,0.0328748,0.00005245152,0.000012160263,0.00011348116,0.001226587,0.00021061779,0.0010625211,0.0010932989,0.9632916,0.000017974944],"about_ca_topic_score_codex":0.06662615,"about_ca_topic_score_gemma":0.079940416,"teacher_disagreement_score":0.96933645,"about_ca_system_score_codex":0.0038096406,"about_ca_system_score_gemma":0.003182688,"threshold_uncertainty_score":0.13247663},"labels":[],"label_agreement":null},{"id":"W7084123920","doi":"10.6084/m9.figshare.30038719.v3","title":"Supplementary Material 1 - Keyword String.pdf","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychological intervention; Supervisor; Transfer of learning; Transfer of training; Organizational culture; Intervention (counseling); Work (physics); Knowledge transfer","score_opus":0.013672082036682413,"score_gpt":0.23480337924524175,"score_spread":0.22113129720855934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084123920","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046541303,0.00089719304,0.0045042345,0.00095644983,0.0010862749,0.00056623964,0.955649,0.0038342297,0.032040916],"genre_scores_gemma":[0.009093933,0.0044649644,0.027636442,0.0028003058,0.0008451527,0.0038454519,0.8325917,0.008887484,0.10983461],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985511,0.00030798596,0.0003307397,0.00034448542,0.00035534668,0.00011042836],"domain_scores_gemma":[0.9744333,0.017283734,0.0013055363,0.0013737811,0.004946723,0.0006569274],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024902415,0.0016290242,0.0017712396,0.0060649165,0.0009344123,0.003901742,0.002347715,0.0026648156,0.9034604],"category_scores_gemma":[0.03993971,0.0009957792,0.0014884773,0.007862191,0.00045289594,0.0037214858,0.0021280341,0.001204937,0.5339551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002349146,0.000041975756,0.00051386777,0.009293193,0.000037286864,0.00008559788,0.000063176194,0.00023328775,0.00015633546,0.0020867214,0.9543773,0.03287627],"study_design_scores_gemma":[0.00023159759,0.00006099064,0.0021082284,0.0035274902,0.000054074404,0.00020832625,0.00014132672,0.00034215604,0.00037230155,0.0064266594,0.9864833,0.000043565436],"about_ca_topic_score_codex":0.005283549,"about_ca_topic_score_gemma":0.0058774543,"teacher_disagreement_score":0.09653962,"about_ca_system_score_codex":0.0014528795,"about_ca_system_score_gemma":0.0031127585,"threshold_uncertainty_score":0.13770199},"labels":[],"label_agreement":null},{"id":"W7096485483","doi":"","title":"3D FLOOD-RISK MODELS OF GOVERNMENT INFRASTRUCTURE","year":2012,"lang":"en","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Visualization; Digital elevation model; Flooding (psychology); Data visualization; Government (linguistics); Lidar; Representation (politics); Terrain","score_opus":0.0064988213161721875,"score_gpt":0.18601033080109008,"score_spread":0.1795115094849179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096485483","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42166948,0.0010478973,0.5190118,0.0013882064,0.00014193449,0.00016870127,0.0026486844,0.0013956866,0.05252753],"genre_scores_gemma":[0.9799351,0.00047659778,0.010544823,0.000049535618,0.00002561296,0.00009609134,0.0004358983,0.00008875037,0.00834769],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997874,0.000069854985,0.000014553332,0.000030940606,0.000050296625,0.00004695629],"domain_scores_gemma":[0.9996972,0.00013666687,0.000055215565,0.000022917613,0.00005940534,0.00002865207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037138138,0.0006465775,0.00049729977,0.00094599306,0.00044709657,0.0015919238,0.0008957027,0.001423136,0.003023652],"category_scores_gemma":[0.0014166232,0.0006290007,0.0009426241,0.0007976788,0.0006392959,0.00096767535,0.00087134575,0.0005334815,0.0004797621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005145569,0.0000038358203,0.00028132356,0.000003827781,0.0000033107858,0.000024755045,0.000017497847,0.9967013,0.000106903506,0.0021110761,0.0001177193,0.0006232457],"study_design_scores_gemma":[0.000001960192,0.0000028985346,0.00019545342,0.0000026464145,0.0000022547645,0.000010838767,0.000010851789,0.9979559,0.00005363264,0.0014518169,0.00030682614,0.000004814488],"about_ca_topic_score_codex":0.032449525,"about_ca_topic_score_gemma":0.012783819,"teacher_disagreement_score":0.032449525,"about_ca_system_score_codex":0.0015828507,"about_ca_system_score_gemma":0.00080834696,"threshold_uncertainty_score":0.06452125},"labels":[],"label_agreement":null},{"id":"W7123340289","doi":"10.1109/isemv67326.2025.00027","title":"Implementation and Application of Multi-Format 3D Data Integration in a Cross-Device Commercial Metaverse Platform","year":2025,"lang":"","type":"article","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"Moonshot Research and Development Program","keywords":"Workflow; Metaverse; Data integration; Architecture; Metadata; Collaborative software; Data sharing","score_opus":0.053268348032032564,"score_gpt":0.37470985235553406,"score_spread":0.3214415043235015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7123340289","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47675613,0.00013441005,0.48426315,0.0005735964,0.00009932539,0.0008750046,0.00045886746,0.011845585,0.02499382],"genre_scores_gemma":[0.6378963,0.00013712634,0.35142505,0.0001663056,0.000014236142,0.00035853972,0.0011540864,0.0017170806,0.007131254],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978319,0.00055464706,0.00016585333,0.00030723773,0.0008825284,0.0002579047],"domain_scores_gemma":[0.99737984,0.00075317506,0.000086191314,0.0010867834,0.00045705956,0.00023699051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004115781,0.0005807129,0.00035435797,0.0008114742,0.0009244908,0.0029242088,0.0022193328,0.0014020777,0.0046786084],"category_scores_gemma":[0.0057146354,0.0006146793,0.00076607155,0.0007228932,0.0010895977,0.0032707416,0.0049352706,0.001446007,0.001070229],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022365355,0.0029312952,0.037457887,0.0013342951,0.00042020887,0.0076487698,0.03526662,0.10962021,0.24528956,0.13212849,0.013772628,0.4118934],"study_design_scores_gemma":[0.00033896114,0.0017119428,0.013978828,0.00052346644,0.0001818118,0.0018509642,0.0079052495,0.4786325,0.29969314,0.018696573,0.17612082,0.00036575017],"about_ca_topic_score_codex":0.0025851044,"about_ca_topic_score_gemma":0.0027504105,"teacher_disagreement_score":0.0046786084,"about_ca_system_score_codex":0.0010199298,"about_ca_system_score_gemma":0.0019114992,"threshold_uncertainty_score":0.021766543},"labels":[],"label_agreement":null},{"id":"W77517711","doi":"10.1007/978-3-642-29793-9_15","title":"A Three Step Procedure to Enrich Augmented Reality Games with CityGML 3D Semantic Modeling","year":2012,"lang":"en","type":"book-chapter","venue":"Lecture notes in geoinformation and cartography","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"CityGML; Computer science; Augmented reality; 3D city models; Data model (GIS); Extension (predicate logic); Domain (mathematical analysis); Data modeling; Component (thermodynamics); Metamodeling; Geospatial analysis; Information model; Data mining; Software engineering; Programming language; Human–computer interaction; Artificial intelligence; Visualization; Geography; Cartography; Mathematics","score_opus":0.01102855547510358,"score_gpt":0.206100956164808,"score_spread":0.1950724006897044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W77517711","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004151913,0.000026359505,0.9660777,0.000099827375,0.000074160365,0.00036604627,0.00056768314,0.008207661,0.020428663],"genre_scores_gemma":[0.044190228,0.00006405562,0.92657226,0.00008598403,0.000007414786,0.00038926338,0.0012785188,0.0019724227,0.025439773],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990827,0.0001591414,0.000049785835,0.00014831345,0.0004838168,0.00007623936],"domain_scores_gemma":[0.99933773,0.00014695364,0.000018053373,0.00024268494,0.00020118157,0.0000532476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008541983,0.001597513,0.00057353545,0.0013341805,0.0010139714,0.0030081174,0.001836769,0.0010340642,0.028633974],"category_scores_gemma":[0.0023587942,0.0008687344,0.001749583,0.00087929243,0.0008294773,0.0020938902,0.0049791713,0.001787137,0.0116995135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004247213,0.00071012345,0.0010258215,0.0006214865,0.0001486824,0.0009569001,0.0042215562,0.033108007,0.09993286,0.27932253,0.041928407,0.5375988],"study_design_scores_gemma":[0.00009670628,0.00020890548,0.00085760845,0.00017246632,0.00013454446,0.00090044324,0.0011658425,0.287847,0.15037434,0.09501426,0.4629976,0.00023024002],"about_ca_topic_score_codex":0.0037316084,"about_ca_topic_score_gemma":0.007727604,"teacher_disagreement_score":0.028633974,"about_ca_system_score_codex":0.0005465374,"about_ca_system_score_gemma":0.0012136978,"threshold_uncertainty_score":0.09579021},"labels":[],"label_agreement":null},{"id":"W79613783","doi":"10.1007/3-540-26772-7_33","title":"Street Centreline Generation with an Approximated Area Voronoi Diagram","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Voronoi diagram; Diagram; Centroidal Voronoi tessellation; Statistical physics; Computer science; Mathematics; Geometry; Geography; Physics; Statistics","score_opus":0.01869076549467888,"score_gpt":0.19255150673209434,"score_spread":0.17386074123741546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W79613783","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007387883,0.000091134,0.9881605,0.00003115276,0.000032951855,0.00008351179,0.0001950776,0.0012180584,0.0027998344],"genre_scores_gemma":[0.21326956,0.00014206892,0.78127754,0.000028919534,0.00002604597,0.00017236634,0.00080978614,0.0004414259,0.0038323342],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953485,0.00008383055,0.000020106845,0.00009290566,0.000221412,0.00004694232],"domain_scores_gemma":[0.999353,0.00026093118,0.000026593287,0.00012103707,0.0002122851,0.000026235033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037361908,0.00059563183,0.0013216541,0.0013528353,0.00049234496,0.0012086619,0.0016153498,0.0008577225,0.005737437],"category_scores_gemma":[0.0020652234,0.00060598156,0.0009112921,0.0015761947,0.00037588645,0.0010181051,0.0009940313,0.00056184066,0.0013596495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016029224,0.00007070022,0.0007475914,0.00014057627,0.00005674451,0.00016513932,0.00016304271,0.68800163,0.0061939866,0.024310613,0.007106223,0.27288342],"study_design_scores_gemma":[0.000009932726,0.000005509337,0.000051607793,0.0000043143345,0.000004857885,0.000034187102,0.000008406441,0.99367034,0.0012670986,0.003356968,0.0015821251,0.0000046187897],"about_ca_topic_score_codex":0.008372714,"about_ca_topic_score_gemma":0.011113567,"teacher_disagreement_score":0.008372714,"about_ca_system_score_codex":0.0007096843,"about_ca_system_score_gemma":0.001011606,"threshold_uncertainty_score":0.01919359},"labels":[],"label_agreement":null},{"id":"W84917342","doi":"","title":"Selected papers from the 12th Annual Canadian Conference on Computational Geometry - Editorial.","year":2001,"lang":"en","type":"article","venue":"Computational Geometry","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geometry; Computer science; Engineering physics; Physics; Mathematics","score_opus":0.011365324898782444,"score_gpt":0.22015143516890848,"score_spread":0.20878611027012603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W84917342","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017975332,0.02707179,0.0009632074,0.022520537,0.9168007,0.00008059185,0.0007103746,0.00020703969,0.031466022],"genre_scores_gemma":[0.004021638,0.064513646,0.0014907824,0.008899105,0.5278644,0.00010050538,0.0020320031,0.00065374566,0.39042425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975357,0.00013941282,0.00015252129,0.00029970665,0.0016866444,0.0001858725],"domain_scores_gemma":[0.9833009,0.0013043842,0.00031424777,0.00036929082,0.012344411,0.002366751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153989,0.0024778165,0.002368213,0.006502757,0.0038008525,0.005693488,0.0024412852,0.0024899656,0.123032965],"category_scores_gemma":[0.0075873956,0.0006075322,0.0012834228,0.004341157,0.0012729379,0.0027085918,0.0017925118,0.0035619098,0.06319088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016782133,0.0000045370193,0.000020062205,0.00007080537,0.0000036563772,0.000018330857,0.0000065232466,0.000029632974,0.00005892518,0.00023077293,0.9934731,0.0060668886],"study_design_scores_gemma":[0.000013362968,0.000010634214,0.00027805183,0.00014356135,0.000013251746,0.000050497536,0.00004460095,0.00009682142,0.00011726727,0.0005992992,0.9986212,0.0000113037295],"about_ca_topic_score_codex":0.029957218,"about_ca_topic_score_gemma":0.1011694,"teacher_disagreement_score":0.123032965,"about_ca_system_score_codex":0.0046076737,"about_ca_system_score_gemma":0.0053511458,"threshold_uncertainty_score":0.41158623},"labels":[],"label_agreement":null},{"id":"W91894089","doi":"","title":"Data structures and application issues in 3-D geographic information systems","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; Geographic information system; Cartography; Information system; Geospatial analysis; Computer science; Data science; Engineering","score_opus":0.007551511883809334,"score_gpt":0.2241384067967183,"score_spread":0.21658689491290894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W91894089","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008154374,0.018139323,0.89081484,0.04440691,0.0023461794,0.00029731708,0.0024963426,0.0028263135,0.030518405],"genre_scores_gemma":[0.17035453,0.03311565,0.765147,0.0044260756,0.0038063864,0.0008850378,0.006110408,0.001532201,0.0146227125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99158704,0.003310092,0.0012253242,0.0006475211,0.0029567496,0.00027337784],"domain_scores_gemma":[0.9770512,0.014023414,0.00078875344,0.0037143182,0.003866562,0.0005557372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011835162,0.0007746738,0.0013468381,0.0037518258,0.0028611869,0.015068517,0.004504078,0.0037672028,0.008287466],"category_scores_gemma":[0.039175257,0.0015838847,0.0015455693,0.015325432,0.004778761,0.018272487,0.0045174714,0.0045056567,0.004016387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004751659,0.000051171763,0.0012553163,0.00051078666,0.00002771642,0.0002695798,0.0007880169,0.017130412,0.0005414045,0.8437057,0.040760066,0.0949123],"study_design_scores_gemma":[0.000028963981,0.000033914035,0.0006251816,0.00043681727,0.00002836971,0.0005783473,0.0006593866,0.05866743,0.0014514741,0.63931537,0.2981054,0.00006930376],"about_ca_topic_score_codex":0.009621521,"about_ca_topic_score_gemma":0.0044338787,"teacher_disagreement_score":0.015068517,"about_ca_system_score_codex":0.0029182963,"about_ca_system_score_gemma":0.0027616867,"threshold_uncertainty_score":0.06259102},"labels":[],"label_agreement":null},{"id":"W98019921","doi":"10.1007/978-3-642-12670-3_9","title":"3D Cadastre in the Province of Quebec: A First Experiment for the Construction of a Volumetric Representation","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes in geoinformation and cartography","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Cadastre; Representation (politics); Vectorization (mathematics); Computer science; Plan (archaeology); Polygon (computer graphics); Constraint (computer-aided design); Computer graphics (images); Engineering drawing; Geography; Database; Cartography; Engineering; Mathematics; Geometry","score_opus":0.007187184378063214,"score_gpt":0.21182124049739118,"score_spread":0.20463405611932797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98019921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625413,0.00020277934,0.008999583,0.00024319276,0.00003807699,0.0005350616,0.006674344,0.00050222315,0.020263402],"genre_scores_gemma":[0.9599758,0.00020974675,0.025782676,0.000060917424,0.0000050671433,0.00012444018,0.005905536,0.00011746196,0.007818395],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927765,0.000121165715,0.000024651852,0.00013843724,0.00032375788,0.000114273644],"domain_scores_gemma":[0.99876815,0.00029414607,0.000041395157,0.00017012395,0.0006050908,0.00012103386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073111313,0.0005818706,0.0003942756,0.0013420321,0.002222363,0.0019968124,0.0011243679,0.0009832465,0.007888797],"category_scores_gemma":[0.0026738718,0.00046001616,0.00049821474,0.002847018,0.0010716466,0.0008274978,0.0009828391,0.00064150593,0.0011129699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027365615,0.0036483975,0.14438912,0.001105721,0.0004102005,0.0033247021,0.015125658,0.16508801,0.09580947,0.00985316,0.028580219,0.5299288],"study_design_scores_gemma":[0.00039314778,0.0012608523,0.48412254,0.0004954261,0.00029806612,0.0010574333,0.020233491,0.39591378,0.03174685,0.0013964776,0.062764,0.00031799433],"about_ca_topic_score_codex":0.9468131,"about_ca_topic_score_gemma":0.97827715,"teacher_disagreement_score":0.053186893,"about_ca_system_score_codex":0.0075328364,"about_ca_system_score_gemma":0.006559913,"threshold_uncertainty_score":0.10700017},"labels":[],"label_agreement":null}]}