{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":508,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":508,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a166fe7fad64","filters":{"venue":"Cartographica The International Journal for Geographic Information and Geovisualization"}},"results":[{"id":"W2004424123","doi":"10.3138/j0l0-5301-2262-n779","title":"A Beast in the Field: The Google Maps Mashup as GIS/2","year":2006,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":236,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Scholarship; GIS Day; Mashup; World Wide Web; GIS applications; Field (mathematics); Public participation GIS; Geoinformatics; Geographic information system; Distributed GIS; Usability; Computer science; Data science; The Internet; GIS and public health; Political science; Geography; Web 2.0; Cartography; AM/FM/GIS","authors":[{"name":"Christopher Chan Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009474345872150432,"gpt":0.3119061764642522,"spread":0.3024318305921018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002776775,0.0004558614,0.0002689453,0.001733705,0.00731147,0.01581927,0.0009298411,0.00392809,0.008991825],"category_scores_gemma":[0.005974432,0.0003877009,0.00030976,0.002747805,0.01900584,0.02228507,0.007217837,0.005009383,0.001924603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003477643,"about_ca_system_score_gemma":0.003931292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007690809,"about_ca_topic_score_gemma":0.009334776,"domain_scores_codex":[0.9974387,0.001348031,0.00004566449,0.0002303119,0.000643602,0.0002936593],"domain_scores_gemma":[0.9965138,0.001592007,0.000215707,0.0005202172,0.0004498519,0.0007084034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004990446,0.00004012522,0.0007886569,0.00006113787,0.000003940927,0.0003633708,0.04200176,0.0002108081,0.0004558595,0.8409442,0.07707258,0.03800762],"study_design_scores_gemma":[0.000007918417,0.00002910609,0.0005364406,0.0001467786,0.00000484335,0.0002949183,0.02952906,0.0005527217,0.0003357916,0.1049002,0.8636302,0.00003180088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09660172,0.02151659,0.04688506,0.3507993,0.007992705,0.00009981844,0.0005115577,0.001847179,0.473746],"genre_scores_gemma":[0.8044211,0.01680516,0.02904707,0.02283218,0.003828909,0.0001607694,0.0004664486,0.00159586,0.1208426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01581927,"threshold_uncertainty_score":0.03008068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059494204","doi":"10.3138/2288-1450-w061-r664","title":"Geo-ethnography: Coupling Geographic Information Analysis Techniques with Ethnographic Methods in Urban Research","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":211,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ethnography; Sociology; Geographic information system; Interpretation (philosophy); Work (physics); Qualitative research; Space (punctuation); Focus (optics); Data science; Process (computing); Knowledge management; Epistemology; Computer science; Geography; Social science; Anthropology; Engineering; Cartography","authors":[{"name":"Stephen A. Matthews","is_ca":false},{"name":"James Detwiler","is_ca":false},{"name":"Linda M. Burton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0504262585805828,"gpt":0.4354658653062278,"spread":0.385039606725645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1035949,0.001614112,0.001935721,0.02003655,0.004374703,0.01288084,0.003331741,0.002276057,0.004871951],"category_scores_gemma":[0.1138695,0.001613255,0.001382197,0.01985767,0.02144144,0.01466747,0.01271987,0.003151095,0.0008554441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004201899,"about_ca_system_score_gemma":0.006360141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895019,"about_ca_topic_score_gemma":0.007026329,"domain_scores_codex":[0.7926682,0.1950124,0.003629369,0.002898139,0.004786575,0.00100528],"domain_scores_gemma":[0.7430116,0.231287,0.004573468,0.01612138,0.004003885,0.001002758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001002853,0.0002246953,0.009812188,0.003771896,0.0003100201,0.001051787,0.3919422,0.003196057,0.001818846,0.3208976,0.003808202,0.2630661],"study_design_scores_gemma":[0.0001764929,0.0003398448,0.01385005,0.006794849,0.0001859451,0.001965225,0.2792205,0.01092908,0.002670966,0.5360391,0.1475371,0.0002909476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01841473,0.003631698,0.9550839,0.002705864,0.0003212525,0.002116241,0.0002963711,0.0003628816,0.01706709],"genre_scores_gemma":[0.1249944,0.002689203,0.8655851,0.0005522508,0.0001706042,0.004466601,0.000179461,0.0002853116,0.001077024],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1035949,"threshold_uncertainty_score":0.5478686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996321752","doi":"10.3138/gh27-1847-qp71-7tp7","title":"Knowledge Production through Critical GIS: Genealogy and Prospects","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":202,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Critical theory; Presupposition; Epistemology; Critical geography; Sociology; Politics; Knowledge production; Geographic information system; Social science; Geography; Human geography; Cultural geography; Knowledge management; Political science; Computer science; Cartography; Philosophy; Law","authors":[{"name":"Eric Sheppard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02797110117495065,"gpt":0.3629251361040461,"spread":0.3349540349290955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01397214,0.0005295885,0.0004581539,0.006732472,0.00495834,0.01243882,0.001514926,0.002202394,0.006937397],"category_scores_gemma":[0.02989127,0.0005087252,0.0002261763,0.004384474,0.04197744,0.02355604,0.006098421,0.002731317,0.0005254794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006071266,"about_ca_system_score_gemma":0.004742865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056159,"about_ca_topic_score_gemma":0.002040381,"domain_scores_codex":[0.9951467,0.003050501,0.0001412455,0.0006083594,0.0006271778,0.0004259571],"domain_scores_gemma":[0.9588765,0.03140561,0.002470956,0.002391763,0.003271076,0.00158406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000674585,0.0000405314,0.003712286,0.0002073052,0.000008795877,0.0003269754,0.02218216,0.0006560941,0.0001880064,0.9200213,0.003009357,0.04957971],"study_design_scores_gemma":[0.00002051578,0.00005626314,0.00201041,0.0005320208,0.000009829309,0.0005863178,0.02042096,0.002241503,0.0007896243,0.867982,0.105311,0.00003963158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1864846,0.03689373,0.1100999,0.1666796,0.001001206,0.0003296749,0.0002846111,0.0003885975,0.497838],"genre_scores_gemma":[0.9728819,0.008026425,0.01141523,0.001197195,0.0003097623,0.0001365546,0.00004888795,0.00008131895,0.005902672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9950417,"threshold_uncertainty_score":0.07389265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039856017","doi":"10.3138/x204-4223-57mk-8273","title":"Protection of Geoprivacy and Accuracy of Spatial Information: How Effective Are Geographical Masks?","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ohio Department of Health","keywords":"Geospatial analysis; Georeference; Confidentiality; Computer science; Geography; Context (archaeology); Spatial analysis; Data set; Data science; Data mining; Cartography; Computer security; Remote sensing; Physical geography; Artificial intelligence","authors":[{"name":"Mei‐Po Kwan","is_ca":false},{"name":"Irene Casas","is_ca":false},{"name":"Ben Schmitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01217730841296565,"gpt":0.2924360830970251,"spread":0.2802587746840594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04767277,0.000807808,0.001040549,0.001783476,0.002128792,0.005895966,0.001533811,0.002709456,0.001520445],"category_scores_gemma":[0.2354421,0.0006326645,0.0007524191,0.001875866,0.009081604,0.01580935,0.005440888,0.001148288,0.000486196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730728,"about_ca_system_score_gemma":0.002784874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003030016,"about_ca_topic_score_gemma":0.00224729,"domain_scores_codex":[0.9471787,0.03974057,0.002324439,0.002157383,0.007358352,0.001240602],"domain_scores_gemma":[0.7421085,0.1826956,0.02756633,0.03824125,0.007609904,0.001778356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001902702,0.0003772165,0.1681162,0.002126796,0.0007880511,0.0004899501,0.01820453,0.04250306,0.01381612,0.141572,0.004178492,0.605925],"study_design_scores_gemma":[0.0005960778,0.004039314,0.27672,0.003557655,0.001371722,0.005153347,0.03109143,0.1045764,0.05864636,0.4079728,0.1055172,0.0007577069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6617878,0.01034213,0.2450802,0.04404777,0.0004484123,0.0005306011,0.0003878552,0.0006505848,0.03672457],"genre_scores_gemma":[0.9695961,0.001096521,0.02841282,0.0003240103,0.00009651684,0.00006785047,0.00004132395,0.00003749865,0.0003273945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04767277,"threshold_uncertainty_score":0.2521207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072959959","doi":"10.3138/carto.43.3.189","title":"The Natures of Maps: Cartographic Constructions of the Natural World","year":2008,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CLARITY; Section (typography); Art history; Space (punctuation); Natural (archaeology); Cartography; Performance art; Media studies; History; Art; Library science; Sociology; Geography; Archaeology; Philosophy; Linguistics; Computer science","authors":[{"name":"Denis Wood","is_ca":false},{"name":"John Fels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009343295082882683,"gpt":0.2749202750086219,"spread":0.2655769799257392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003134192,0.0007722257,0.0007281097,0.001929486,0.002678104,0.009395812,0.001841319,0.003659429,0.01177313],"category_scores_gemma":[0.01629895,0.0005348417,0.0005210732,0.003492142,0.005563597,0.01318007,0.002127801,0.009408011,0.00239394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002382401,"about_ca_system_score_gemma":0.001979502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009741751,"about_ca_topic_score_gemma":0.01991145,"domain_scores_codex":[0.997745,0.001123328,0.000113885,0.000183907,0.000731002,0.000102936],"domain_scores_gemma":[0.9889187,0.007558506,0.0003952744,0.0004082165,0.002299788,0.0004194431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006260529,0.000001361478,0.00005939785,0.00006843649,0.000003412963,0.00004357329,0.0009365707,0.00005578736,0.00001937701,0.04062549,0.9512857,0.006894652],"study_design_scores_gemma":[0.000002993122,0.000002209463,0.0002075123,0.0001802836,0.000002592961,0.00007051422,0.00112959,0.000155718,0.00003509419,0.01199635,0.9862105,0.000006671006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006731648,0.03303758,0.005968465,0.7820554,0.1542573,0.00001562164,0.0003018668,0.0002429067,0.02344758],"genre_scores_gemma":[0.0939276,0.09974922,0.0155656,0.1983673,0.4500968,0.000202492,0.000674893,0.001598716,0.1398173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9973219,"threshold_uncertainty_score":0.03938508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153553545","doi":"10.3138/carto.46.4.239","title":"Visualizing the Dynamics of London's Bicycle-Hire Scheme","year":2011,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Destinations; Flow map; Salience (neuroscience); Computer science; Representation (politics); Transport engineering; Operations research; Flow (mathematics); Geography; Tourism; Engineering; Mathematics; Artificial intelligence","authors":[{"name":"Jo Wood","is_ca":false},{"name":"Aidan Slingsby","is_ca":false},{"name":"Jason Dykes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01890170425629471,"gpt":0.2817223151176246,"spread":0.2628206108613299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604612,0.0002081636,0.0001775157,0.001211328,0.000438069,0.001706523,0.000377908,0.0003639837,0.007887782],"category_scores_gemma":[0.00107099,0.0001703852,0.00016308,0.001735723,0.0005090049,0.001090473,0.00117434,0.0002305443,0.0006861453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230414,"about_ca_system_score_gemma":0.0005249102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05820755,"about_ca_topic_score_gemma":0.08629445,"domain_scores_codex":[0.9998689,0.00004570853,0.000006854445,0.00001759099,0.00003501591,0.00002583182],"domain_scores_gemma":[0.9996762,0.00009230215,0.00005587394,0.00004798721,0.00006097391,0.00006654288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001234853,0.0001253015,0.1188549,0.0007193486,0.00009803981,0.002841204,0.04642929,0.2899246,0.0289254,0.2277709,0.05617958,0.2268966],"study_design_scores_gemma":[0.0001672741,0.0002250343,0.1219534,0.0005228237,0.00007317098,0.0009877918,0.02686562,0.5203377,0.007862313,0.02720183,0.2935033,0.0002996726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8534393,0.0005160008,0.04973962,0.001704013,0.00006618298,0.0001772585,0.004004038,0.001070134,0.08928342],"genre_scores_gemma":[0.9750178,0.0002405325,0.01531148,0.0000207785,0.000004291317,0.00005166638,0.0006693652,0.00007495251,0.008608962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05820755,"threshold_uncertainty_score":0.1157375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051565692","doi":"10.3138/carto.47.1.18","title":"Re-centring Geoinformation in Secondary Education: Toward a Spatial Citizenship Approach","year":2012,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Citizenship; Geospatial analysis; Citizenship education; Appropriation; Competence (human resources); Geographic information system; Sociology; Pedagogy; Political science; Geography; Psychology; Social psychology; Cartography; Epistemology","authors":[{"name":"İnga Gryl","is_ca":false},{"name":"Thomas Jekel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03078562667178086,"gpt":0.3459863084311127,"spread":0.3152006817593318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005347657,0.0003289877,0.000410653,0.002290839,0.004811433,0.01232579,0.001810299,0.002806146,0.003321516],"category_scores_gemma":[0.004662597,0.0003295687,0.000417861,0.001503395,0.01654961,0.008783466,0.01145639,0.003124026,0.0005076402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006100302,"about_ca_system_score_gemma":0.01075001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183348,"about_ca_topic_score_gemma":0.008935079,"domain_scores_codex":[0.9965694,0.002067635,0.0001079091,0.000312247,0.000411207,0.0005316843],"domain_scores_gemma":[0.9957723,0.00156343,0.0003748566,0.0005335596,0.0007770046,0.0009787866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001279298,0.0002091492,0.006475521,0.0001395179,0.000009064214,0.0003445507,0.09035973,0.0008581167,0.0004340953,0.8357681,0.003305154,0.06208423],"study_design_scores_gemma":[0.00001685003,0.0001137868,0.005920765,0.0004908702,0.00001440228,0.0004169844,0.1888959,0.003951014,0.001629879,0.5541261,0.2443901,0.00003326451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2857861,0.002194144,0.131261,0.06544046,0.0004679683,0.0002377463,0.00004678575,0.0002742719,0.5142915],"genre_scores_gemma":[0.9702662,0.0005019699,0.01338363,0.0008653604,0.00006821181,0.00006230256,0.00002487362,0.00003033892,0.01479712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01232579,"threshold_uncertainty_score":0.04426098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068743951","doi":"10.3138/carto.42.4.349","title":"The Cognitive Limits of Animated Maps","year":2007,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bottleneck; Cognition; Set (abstract data type); Reading (process); Computer science; Cognitive map; Perception; Software; Data science; Cognitive science; Cognitive psychology; Human–computer interaction; Psychology; Linguistics","authors":[{"name":"Mark Harrower","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01026822353994129,"gpt":0.2782952841698209,"spread":0.2680270606298796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004874774,0.0004605238,0.0003359101,0.001185255,0.001008937,0.006465734,0.001576379,0.001911614,0.00570653],"category_scores_gemma":[0.03811258,0.0006490806,0.0004509367,0.0004407126,0.01051262,0.01012374,0.004342897,0.00217457,0.0006495342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130529,"about_ca_system_score_gemma":0.0008271072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456331,"about_ca_topic_score_gemma":0.001125328,"domain_scores_codex":[0.9950162,0.002534235,0.0001796786,0.0006700303,0.001372591,0.0002272888],"domain_scores_gemma":[0.9670095,0.0269354,0.001084426,0.0029322,0.001442128,0.0005964575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000347705,0.0001843396,0.003746793,0.001257036,0.0001305327,0.0004005147,0.05855612,0.007499692,0.01512323,0.7425355,0.004015052,0.1662035],"study_design_scores_gemma":[0.00008024237,0.0001801704,0.006055709,0.000450543,0.0000879162,0.0005735883,0.008511332,0.01108915,0.004363819,0.8845218,0.08398959,0.00009619226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5356603,0.00893624,0.1471397,0.01361567,0.0002444773,0.000107543,0.0001588107,0.0007193624,0.2934178],"genre_scores_gemma":[0.9728448,0.001258255,0.02277777,0.0004200707,0.00006844398,0.00008574726,0.00005840261,0.0001302767,0.002356207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006465734,"threshold_uncertainty_score":0.02578062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965278477","doi":"10.3138/6qpx-0v10-24r0-0621","title":"Maps and Journeys: An Ethno-methodological Investigation","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Economic and Social Research Council; Engineering and Physical Sciences Research Council","keywords":"Cognitive map; Conversation; Road map; Set (abstract data type); Plan (archaeology); Reading (process); Mental mapping; Cognition; Computer science; Sociology; Visual arts; Psychology; Cartography; Linguistics; Geography; Cognitive psychology; Communication; Art","authors":[{"name":"Barry Brown","is_ca":false},{"name":"Éric Laurier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07498225328329333,"gpt":0.386509517080617,"spread":0.3115272637973237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007928469,0.0007260747,0.0005835549,0.004978172,0.01325011,0.005131781,0.001725319,0.001689213,0.003518254],"category_scores_gemma":[0.01155985,0.00082362,0.0003872784,0.004882731,0.01245208,0.007261877,0.008043476,0.002464528,0.0003266434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004022465,"about_ca_system_score_gemma":0.002245128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046346,"about_ca_topic_score_gemma":0.02328775,"domain_scores_codex":[0.9907044,0.007539228,0.0002478772,0.0004995834,0.000363619,0.000645298],"domain_scores_gemma":[0.9895657,0.008441386,0.0004012797,0.000592654,0.000499909,0.0004990361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002897771,0.0000596835,0.001925204,0.0001165685,0.000004658138,0.000661738,0.9867644,0.0000658566,0.0004426278,0.004611054,0.0004924262,0.004826636],"study_design_scores_gemma":[0.000005970669,0.00003187373,0.00127117,0.0001252828,0.00000573677,0.0002416189,0.979373,0.00008644336,0.0002301031,0.001005018,0.01761425,0.000009509001],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652317,0.001243169,0.008592966,0.002130924,0.0001032485,0.0005342625,0.0005083171,0.0000552891,0.02160026],"genre_scores_gemma":[0.987541,0.001996649,0.004979583,0.0003713848,0.00003826814,0.0005068324,0.000178738,0.00006921485,0.00431835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01325011,"threshold_uncertainty_score":0.04193032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167423485","doi":"10.3138/carto.49.2.2313","title":"Implications of Web Mercator and Its Use in Online Mapping","year":2014,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Jane ja Aatos Erkon Säätiö","keywords":"Mercator projection; Web mapping; Scale (ratio); Popularity; Projection (relational algebra); Map projection; Computer science; Cognitive map; Data science; Geography; Cartography; Information retrieval; World Wide Web; Web page; Web 2.0; Cognition; Algorithm","authors":[{"name":"Sarah E. Battersby","is_ca":false},{"name":"Michael P. Finn","is_ca":false},{"name":"E. Lynn Usery","is_ca":false},{"name":"Kristina H. Yamamoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02462003226190143,"gpt":0.3081160809595966,"spread":0.2834960486976952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02224234,0.000462462,0.000394741,0.002706346,0.009126521,0.01881907,0.002916571,0.005345025,0.01336831],"category_scores_gemma":[0.09427958,0.0004172362,0.0006049576,0.004555013,0.02086535,0.02322102,0.007197048,0.005268498,0.001208239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006787366,"about_ca_system_score_gemma":0.004941154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01681761,"about_ca_topic_score_gemma":0.0094605,"domain_scores_codex":[0.9588827,0.03098304,0.001043206,0.00189007,0.005748515,0.001452502],"domain_scores_gemma":[0.8319411,0.1369194,0.007860735,0.005485312,0.0153563,0.002437298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001415124,0.0004079715,0.03043294,0.0004202314,0.00003756036,0.001781511,0.1217267,0.001013279,0.0003342438,0.7489565,0.0211275,0.07362003],"study_design_scores_gemma":[0.00009679489,0.0002292847,0.03368793,0.002313925,0.00009853583,0.002383931,0.3489,0.006697673,0.002391424,0.3489768,0.2540323,0.0001915101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2043657,0.00544285,0.01865644,0.2504588,0.001043254,0.0001279441,0.0001728308,0.0002458021,0.5194863],"genre_scores_gemma":[0.9798197,0.001482564,0.003778988,0.004462379,0.000460901,0.0001079682,0.00003381835,0.0001449674,0.009708774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02224234,"threshold_uncertainty_score":0.1176301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000122850","doi":"10.3138/8u64-k7m1-5xw3-2677","title":"Full Circle: More than Just Social Implications of GIS","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université Laval","funders":"National Science Foundation","keywords":"Realm; Geographic information system; Determinism; Openness to experience; Sociology; Value (mathematics); Criticism; Information technology; Environmental ethics; Epistemology; Social science; Public relations; Political science; Law; Geography; Computer science; Cartography","authors":[{"name":"Nicholas Chrisman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02414139258313352,"gpt":0.3449906874396031,"spread":0.3208492948564696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006530111,0.0006324596,0.0007279911,0.003349793,0.008460831,0.01515489,0.001552182,0.005360178,0.009942491],"category_scores_gemma":[0.01942291,0.0003959413,0.0006545833,0.00353371,0.05453104,0.02761294,0.01147782,0.005442443,0.001041448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004979599,"about_ca_system_score_gemma":0.003619778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005330966,"about_ca_topic_score_gemma":0.003790854,"domain_scores_codex":[0.9891684,0.007085868,0.000205319,0.00126365,0.001734336,0.0005424536],"domain_scores_gemma":[0.9812288,0.01237409,0.0008512003,0.002675404,0.0019715,0.0008989926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002836876,0.00001833246,0.001378219,0.00009787561,0.00001352971,0.0003184783,0.02279887,0.0005338685,0.0001897855,0.9451358,0.01004191,0.01944484],"study_design_scores_gemma":[0.00001061356,0.0000217569,0.001096781,0.0001154934,0.00001001711,0.0003292432,0.01513877,0.0007531889,0.0001854734,0.8454005,0.1369148,0.00002344629],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09358031,0.01401324,0.0708866,0.3235751,0.001655177,0.00009776639,0.0002852211,0.0003810681,0.4955255],"genre_scores_gemma":[0.9696047,0.003417185,0.00819011,0.006570033,0.0007733395,0.0000752212,0.00009413516,0.000159941,0.01111518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01515489,"threshold_uncertainty_score":0.03612965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125811218","doi":"10.3138/carto.44.3.171","title":"Naïve Cartography: How Intuitions about Display Configuration Can Hurt Performance","year":2009,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Animation; Flexibility (engineering); Salient; Perception; Human–computer interaction; Realism; Computer science; Domain (mathematical analysis); Contrast (vision); Relation (database); Psychology; Multimedia; Artificial intelligence; Computer graphics (images); Visual arts; Art; Mathematics","authors":[{"name":"Mary Hegarty","is_ca":false},{"name":"Harvey S. Smallman","is_ca":false},{"name":"Andrew T. Stull","is_ca":false},{"name":"Matt S. Canham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01072534208507479,"gpt":0.2732278639081946,"spread":0.2625025218231198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02811899,0.001255636,0.0007202273,0.001953758,0.001996376,0.01075406,0.002375539,0.002841194,0.004460727],"category_scores_gemma":[0.1851176,0.001316455,0.0008654803,0.001166692,0.009280513,0.01395792,0.003824044,0.003233359,0.0009356536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003464224,"about_ca_system_score_gemma":0.001757196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004372077,"about_ca_topic_score_gemma":0.002730026,"domain_scores_codex":[0.9718068,0.01455305,0.001551836,0.002839362,0.008046865,0.00120216],"domain_scores_gemma":[0.8119003,0.1518693,0.01025441,0.01226998,0.01225203,0.001454024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003272094,0.001018399,0.1853336,0.005874645,0.000976363,0.001600103,0.1629976,0.03682218,0.03368736,0.191775,0.02365875,0.3529839],"study_design_scores_gemma":[0.0007368321,0.003633045,0.1651345,0.002190222,0.000879359,0.002205501,0.08857696,0.08232246,0.02979538,0.5436763,0.07940604,0.001443412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7243565,0.003530359,0.189868,0.01085827,0.0003497481,0.0003980297,0.000331039,0.001170215,0.0691379],"genre_scores_gemma":[0.9849866,0.0003933169,0.0126038,0.0007339646,0.00003285476,0.0001073115,0.00007852157,0.000146422,0.000917182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02811899,"threshold_uncertainty_score":0.1487092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1759766770","doi":"10.3138/cart.50.2.2662","title":"POI Pulse: A Multi-granular, Semantic Signature–Based Information Observatory for the Interactive Visualization of Big Geosocial Data","year":2015,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Granularity; Visualization; Variety (cybernetics); Social media; Key (lock); Big data; Thematic map; Data visualization; Function (biology); World Wide Web; Information retrieval; Data mining; Artificial intelligence; Computer security; Geography","authors":[{"name":"Grant McKenzie","is_ca":false},{"name":"Krzysztof Janowicz","is_ca":false},{"name":"Song Gao","is_ca":false},{"name":"Jiue‐An Yang","is_ca":false},{"name":"Yingjie Hu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05256202212160623,"gpt":0.336243600069538,"spread":0.2836815779479318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002016891,0.0008696056,0.0007517945,0.004109578,0.0008672353,0.005002339,0.001873998,0.001343699,0.007648759],"category_scores_gemma":[0.006418246,0.0005640741,0.0009167975,0.003630896,0.001510818,0.006089559,0.006936362,0.002038354,0.001617917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007203796,"about_ca_system_score_gemma":0.00120014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003123647,"about_ca_topic_score_gemma":0.005501846,"domain_scores_codex":[0.9990674,0.0002810485,0.00006481059,0.0001541547,0.000350477,0.00008210151],"domain_scores_gemma":[0.997211,0.001133136,0.0002177461,0.0008133206,0.000278356,0.0003463525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001205691,0.0003576195,0.01055662,0.001958614,0.0004025864,0.001792041,0.01160754,0.03346357,0.05011737,0.3685793,0.1268357,0.3931233],"study_design_scores_gemma":[0.0001707789,0.0001518181,0.006602428,0.0004359052,0.0001022752,0.0008651376,0.003352349,0.3626208,0.02144344,0.258153,0.3458083,0.0002937817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01045424,0.0004224824,0.9443272,0.001282571,0.0001973592,0.0003508761,0.007239264,0.02614141,0.009584583],"genre_scores_gemma":[0.1776176,0.0006390726,0.8097275,0.0003497062,0.0001180976,0.0006286705,0.005324348,0.002484869,0.003110131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007648759,"threshold_uncertainty_score":0.02558768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102541615","doi":"10.3138/j590-6354-p38v-4269","title":"An Analytical Framework to Examine Empowerment Associated with Participatory Geographic Information Systems (PGIS)","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Empowerment; Nexus (standard); Disadvantaged; Citizen journalism; Knowledge management; Sociology; Participatory GIS; Political science; Computer science; World Wide Web","authors":[{"name":"Jon Corbett","is_ca":true},{"name":"Christina Keller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02787900035156982,"gpt":0.3463760126302046,"spread":0.3184970122786348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01196938,0.0008773488,0.0006744746,0.00660005,0.006619355,0.007355272,0.00193522,0.001820098,0.003821201],"category_scores_gemma":[0.00831206,0.0003694151,0.0009138594,0.005771022,0.03060118,0.008769471,0.007767953,0.002887941,0.0002472506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007869455,"about_ca_system_score_gemma":0.009453942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004084416,"about_ca_topic_score_gemma":0.004176863,"domain_scores_codex":[0.9880491,0.00939689,0.0002554551,0.0004649432,0.001026981,0.0008066666],"domain_scores_gemma":[0.9931772,0.004990208,0.0006167573,0.0003016328,0.0005588571,0.0003554513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003347412,0.00002139907,0.0004486601,0.00004971681,0.000003515141,0.00006810552,0.006529131,0.0007417403,0.00005194841,0.9881911,0.0004588501,0.003432469],"study_design_scores_gemma":[0.00001480613,0.0000472305,0.000783509,0.0003783772,0.0000116524,0.0001664903,0.03694387,0.005052008,0.0002633329,0.8966256,0.05969319,0.00001988434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05760633,0.004503279,0.5098173,0.0445905,0.0006141801,0.001310326,0.0003699318,0.0001228195,0.3810654],"genre_scores_gemma":[0.8219932,0.00208825,0.1660217,0.001038808,0.0001802246,0.001700627,0.0001262762,0.0000418552,0.006809092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01196938,"threshold_uncertainty_score":0.06330085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091713470","doi":"10.3138/cart.53.3.intro","title":"Decolonizing the Map: Recentering Indigenous Mappings","year":2020,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Indigenous; Praxis; Colonialism; Empire; Politics; Anthropology; Geography; Sociology; Political science; Archaeology; Ecology; Law","authors":[{"name":"Reuben Rose‐Redwood","is_ca":true},{"name":"Natchee Blu Barnd","is_ca":false},{"name":"Annita Lucchesi","is_ca":false},{"name":"Sharon Dias","is_ca":true},{"name":"Wil Patrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03530500801313075,"gpt":0.3565979108043553,"spread":0.3212929027912245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02215816,0.0006176655,0.000571633,0.00307882,0.0105819,0.01280111,0.002607383,0.00197029,0.005354906],"category_scores_gemma":[0.03643207,0.0004138781,0.0003900312,0.003171246,0.03073943,0.02033374,0.01169767,0.004980615,0.0008712889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004181581,"about_ca_system_score_gemma":0.007578084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00557006,"about_ca_topic_score_gemma":0.01278985,"domain_scores_codex":[0.985797,0.01044815,0.0004531574,0.0007864665,0.001941912,0.0005732797],"domain_scores_gemma":[0.9780583,0.01479312,0.0009219671,0.003650605,0.001975571,0.0006003114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002156856,0.00001658911,0.0007384561,0.0003772899,0.000008616154,0.0002588343,0.3870242,0.0002768777,0.0005949896,0.4959825,0.02328842,0.09141166],"study_design_scores_gemma":[0.000004505417,0.00002985652,0.0005651377,0.0005440868,0.00001165539,0.0003452832,0.113394,0.0004601031,0.0008401661,0.09392615,0.7898531,0.00002582206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1446433,0.03659195,0.2313506,0.1889812,0.01566953,0.000411913,0.0002489192,0.001470225,0.3806323],"genre_scores_gemma":[0.7896453,0.02459592,0.08481802,0.009918482,0.003368276,0.0004048645,0.0002478158,0.001713996,0.0852874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02215816,"threshold_uncertainty_score":0.1171849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166763164","doi":"10.3138/carto.42.2.117","title":"Designing Visual Analytics Methods for Massive Collections of Movement Data","year":2007,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Visual analytics; Visualization; Data type; Data visualization; Data mining; Interactive visual analysis; Software; Function (biology); Data analysis; Analytics; Data science; Programming language","authors":[{"name":"Natalia Andrienko","is_ca":false},{"name":"Gennady Andrienko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03708831899106356,"gpt":0.3916481710865717,"spread":0.3545598520955081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006171003,0.00153451,0.001460279,0.007184527,0.001406892,0.007469175,0.003224301,0.001345882,0.005001596],"category_scores_gemma":[0.02344771,0.001292021,0.00184942,0.005588322,0.002007019,0.008430391,0.003842836,0.002249168,0.001602179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000955254,"about_ca_system_score_gemma":0.001343909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751686,"about_ca_topic_score_gemma":0.002038223,"domain_scores_codex":[0.9974266,0.001060335,0.0002629972,0.0004296119,0.0007091105,0.0001113727],"domain_scores_gemma":[0.9889222,0.0074322,0.0007677463,0.001231308,0.001382366,0.000264146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002810735,0.0002819495,0.004874267,0.002876029,0.0003823096,0.0007331379,0.008433508,0.05925184,0.0214465,0.1754942,0.02687623,0.6990691],"study_design_scores_gemma":[0.0001632386,0.0001437873,0.002221774,0.0004592531,0.0001166122,0.0006010007,0.003785338,0.575963,0.01715222,0.3323801,0.06684123,0.0001723574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002254537,0.0001247605,0.9944316,0.00036893,0.00002824857,0.0002599338,0.0002437871,0.001561542,0.0007267434],"genre_scores_gemma":[0.01461771,0.000253017,0.9836745,0.00004797055,0.00003579961,0.0004709461,0.0003845064,0.0002163895,0.0002991947],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007469175,"threshold_uncertainty_score":0.03263575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984579269","doi":"10.3138/r411-50g8-1777-2120","title":"PPGIS in Community Development Planning: Framing the Organizational Context","year":2001,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Illinois State University; Northwest University; DePaul University","keywords":"Public participation GIS; Conceptualization; Variety (cybernetics); Context (archaeology); Environmental planning; Knowledge management; Environmental resource management; Geographic information system; Public relations; Business; Geography; Political science; GIS and public health; Computer science","authors":[{"name":"Sarah Elwood","is_ca":false},{"name":"Rina Ghose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02795429554047334,"gpt":0.3270158509210601,"spread":0.2990615553805868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007808279,0.000498367,0.0003674163,0.005034198,0.009820355,0.01275857,0.002151237,0.00226304,0.002436023],"category_scores_gemma":[0.01161744,0.0006697346,0.0002992552,0.005797278,0.0403074,0.008593335,0.01310844,0.003357756,0.0001625529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009236219,"about_ca_system_score_gemma":0.008934563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01681459,"about_ca_topic_score_gemma":0.02332328,"domain_scores_codex":[0.9860219,0.01135864,0.0002440737,0.000718606,0.0008335303,0.0008233144],"domain_scores_gemma":[0.9914207,0.005291019,0.001022548,0.0007170531,0.0006455389,0.000903152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002002877,0.0000360909,0.008825288,0.0001182827,0.00001061425,0.0007648321,0.1019932,0.002319282,0.000234613,0.8563114,0.001318965,0.02804734],"study_design_scores_gemma":[0.00001941693,0.00006920248,0.01012196,0.0005158513,0.00002132179,0.0004720538,0.4088435,0.004147795,0.0004388794,0.4355125,0.1397936,0.0000439435],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4545316,0.007479176,0.1938691,0.1140974,0.0007255055,0.0003454341,0.0001917029,0.0002106819,0.2285492],"genre_scores_gemma":[0.9891025,0.0008043508,0.008274953,0.0003346702,0.00007800921,0.0001349953,0.00001834358,0.00002474711,0.0012273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01681459,"threshold_uncertainty_score":0.06701374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986363228","doi":"10.3138/ru65-81r3-0w75-8v21","title":"Geographic Information Technologies and Personal Privacy","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"U.S. Department of Commerce; National Science Foundation","keywords":"Geospatial analysis; Internet privacy; Computer science; Personally identifiable information; Track (disk drive); Computer security; Emerging technologies; Information privacy; Data science; Remote sensing; Geography","authors":[{"name":"Marc P. Armstrong","is_ca":false},{"name":"Amy J. Ruggles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0138203801652734,"gpt":0.3007729314099599,"spread":0.2869525512446865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003870959,0.0004064797,0.0004309778,0.00166673,0.00311026,0.009858109,0.0007526327,0.003678077,0.008816725],"category_scores_gemma":[0.008409597,0.0002419559,0.0003646591,0.003847478,0.02140799,0.01166344,0.004922653,0.003318899,0.001300752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206471,"about_ca_system_score_gemma":0.002574152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188617,"about_ca_topic_score_gemma":0.001954638,"domain_scores_codex":[0.9941247,0.00355375,0.0002511589,0.0005448748,0.001061537,0.0004641373],"domain_scores_gemma":[0.9937292,0.00331022,0.0008035775,0.001300108,0.0004972037,0.0003597281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005419681,0.000005039976,0.0002628073,0.00004352173,0.000004525395,0.0000639687,0.002332168,0.0002781118,0.00003489164,0.9801472,0.004613812,0.01220857],"study_design_scores_gemma":[0.00000538837,0.00001477577,0.0005075953,0.0002156685,0.000006512166,0.0003643562,0.00224716,0.0002941769,0.00009642019,0.7697766,0.2264574,0.00001385242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02451571,0.0619975,0.04957096,0.1629921,0.001601536,0.00009763988,0.0004744742,0.0002454154,0.6985047],"genre_scores_gemma":[0.8803238,0.0418062,0.01460457,0.01063033,0.002461755,0.0001558004,0.0003428575,0.00008512801,0.04958958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009858109,"threshold_uncertainty_score":0.02949488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093319212","doi":"10.3138/carto.48.2.1839","title":"Where Do Tourists Go? Visualizing and Analysing the Spatial Distribution of Geotagged Photography","year":2013,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geotagging; Geolocation; Geography; Recreation; Tourism; Sight; Photography; Distribution (mathematics); Computer science; The Internet; Cartography; World Wide Web; Remote sensing; Visual arts; Ecology; Archaeology","authors":[{"name":"Bálint Kádár","is_ca":false},{"name":"Mátyás Gede","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01061785094486471,"gpt":0.3120197944417654,"spread":0.3014019434969006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003676665,0.0001829865,0.0001792353,0.00528576,0.0002181162,0.001067432,0.0001974042,0.0002453823,0.001520508],"category_scores_gemma":[0.001473354,0.000105932,0.0001662878,0.00513809,0.0002151368,0.0007319399,0.0003793325,0.0001989258,0.0003818492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730658,"about_ca_system_score_gemma":0.0002654167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01782947,"about_ca_topic_score_gemma":0.02874133,"domain_scores_codex":[0.9998611,0.00004005599,0.00001186302,0.00003006436,0.000031879,0.00002501028],"domain_scores_gemma":[0.9993006,0.0003401127,0.0001399392,0.00005026212,0.0001246437,0.0000444358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006254232,0.00009061737,0.4957176,0.001516258,0.0002980615,0.002038701,0.0334507,0.01021084,0.04465633,0.01037393,0.02374527,0.3772762],"study_design_scores_gemma":[0.00002524795,0.00006667402,0.8587684,0.0003380165,0.0001582405,0.001421561,0.03651077,0.04630549,0.008277342,0.004567286,0.04347936,0.00008158617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564052,0.001953137,0.02023799,0.0006333586,0.00005119531,0.00006140327,0.0108431,0.001130893,0.008683682],"genre_scores_gemma":[0.9781504,0.0006482778,0.0179168,0.00002072458,0.00002070901,0.00002898493,0.002051597,0.00005849799,0.001103838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01782947,"threshold_uncertainty_score":0.03545141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981728136","doi":"10.3138/carto.47.2.105","title":"Mapping Dreams/Dreaming Maps: Bridging Indigenous and Western Geographical Knowledge","year":2012,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Indigenous; Citizen journalism; Positivism; Bridging (networking); Traditional knowledge; Participatory action research; Sociology; Geography; Anthropology; Epistemology; Political science; Ecology; Computer science","authors":[{"name":"Irène Hirt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02691600935203713,"gpt":0.3617224290054439,"spread":0.3348064196534068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006367211,0.0003635234,0.0002824538,0.002951217,0.005354702,0.006914475,0.001235426,0.0008301384,0.003722175],"category_scores_gemma":[0.01045934,0.0003726935,0.0002615317,0.003974704,0.01302222,0.008990436,0.01148559,0.00107791,0.0003384323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267826,"about_ca_system_score_gemma":0.004192852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01651555,"about_ca_topic_score_gemma":0.02530753,"domain_scores_codex":[0.9966837,0.002454279,0.00009914221,0.0001876071,0.0003453475,0.0002300189],"domain_scores_gemma":[0.994355,0.003714816,0.0004362062,0.0008897517,0.0003840596,0.0002202549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001705986,0.0000163972,0.002996775,0.0002075149,0.000006294295,0.0003075404,0.9191085,0.0001747128,0.0003592656,0.03266237,0.001475692,0.04266779],"study_design_scores_gemma":[0.000004378377,0.00001541406,0.003849984,0.0002676333,0.000008997547,0.0002853875,0.9082905,0.0004855382,0.0005469274,0.01959894,0.06662393,0.00002228049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7087747,0.002854076,0.08858257,0.01266819,0.000231974,0.0003869778,0.000432259,0.0003435037,0.1857258],"genre_scores_gemma":[0.9680415,0.001056166,0.02274119,0.0002138235,0.00002563631,0.0001739001,0.00009313185,0.00007113452,0.007583432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01651555,"threshold_uncertainty_score":0.03367341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068616628","doi":"10.3138/1341-21jt-4p83-1651","title":"Women and GIS: Geospatial Technologies and Feminist Geographies","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Variety (cybernetics); Everyday life; Geographic information system; Sociology; Feminization (sociology); Feminism; Data science; Geography; Computer science; Gender studies; Political science; Cartography","authors":[{"name":"Sara McLafferty","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01257426907140793,"gpt":0.2912384918040705,"spread":0.2786642227326626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003969814,0.0006219023,0.0003164499,0.002498579,0.004475502,0.009242365,0.0006093165,0.001791186,0.008533197],"category_scores_gemma":[0.003893519,0.0002712904,0.0002209615,0.002816482,0.0302859,0.009206125,0.004705285,0.001754832,0.0005801404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003240824,"about_ca_system_score_gemma":0.001220543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004355507,"about_ca_topic_score_gemma":0.005003557,"domain_scores_codex":[0.9964384,0.002825179,0.0000384307,0.0001926958,0.000281115,0.0002241507],"domain_scores_gemma":[0.9963247,0.003016358,0.000260659,0.000115793,0.0001330288,0.0001493648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002510332,0.00001293138,0.00207106,0.0001246583,0.000007516416,0.000294186,0.1631718,0.0001958799,0.0002553912,0.8043036,0.007335933,0.02220188],"study_design_scores_gemma":[0.000010427,0.0000251955,0.002213272,0.0005229969,0.000009244523,0.0005219959,0.2402836,0.0003859005,0.0006005953,0.2708968,0.4845088,0.00002122935],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1336519,0.04781023,0.02276048,0.2148777,0.001194281,0.00003707286,0.0003608732,0.0001343117,0.5791731],"genre_scores_gemma":[0.9548845,0.01321416,0.002089962,0.00353603,0.0005734598,0.00005313531,0.00005566276,0.00009611638,0.02549692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9955245,"threshold_uncertainty_score":0.02854645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146698898","doi":"10.3138/t6u8-171m-452w-516r","title":"Rewiring for a GIS/2","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"GIS applications; Computer science; Geographic information system; Vision; Variety (cybernetics); Copying; AM/FM/GIS; Data science; Sociology; Geography; Political science; Artificial intelligence","authors":[{"name":"Renée Sieber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02066822034521312,"gpt":0.3327366388633061,"spread":0.312068418518093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03594482,0.00115923,0.0005962995,0.004721014,0.005619058,0.01519941,0.003383814,0.003954181,0.0067945],"category_scores_gemma":[0.05524195,0.001071892,0.001264041,0.002437048,0.03303679,0.02768215,0.01355996,0.008079418,0.002878169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008361122,"about_ca_system_score_gemma":0.01487626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006259744,"about_ca_topic_score_gemma":0.005040777,"domain_scores_codex":[0.9697449,0.01628542,0.00187396,0.003394888,0.00757249,0.00112853],"domain_scores_gemma":[0.9355879,0.02343262,0.003581881,0.0206364,0.01475998,0.00200122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003307952,0.00007420801,0.001648596,0.0002266073,0.00002511077,0.0002694873,0.04926568,0.00122302,0.002166061,0.8425447,0.01804492,0.08447844],"study_design_scores_gemma":[0.00002548215,0.0000987938,0.000828957,0.0006536109,0.00004311613,0.0002939306,0.02949991,0.004953978,0.003846352,0.3271979,0.6324807,0.00007731029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.04747977,0.001295732,0.6484937,0.1412013,0.003726449,0.000779636,0.0002225525,0.004530445,0.1522703],"genre_scores_gemma":[0.4606378,0.001396236,0.468551,0.01402605,0.0006858252,0.001182597,0.0003616827,0.002952778,0.05020622],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03594482,"threshold_uncertainty_score":0.1900967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018442257","doi":"10.3138/7mn7-5132-1mw6-4v62","title":"A Look at the History and Future of Animated Maps","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Animation; Computer science; The Internet; Context (archaeology); Data science; Conceptual framework; World Wide Web; Multimedia; Computer graphics (images); Geography; Sociology; Archaeology","authors":[{"name":"Mark Harrower","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01288561737885558,"gpt":0.2797525960258263,"spread":0.2668669786469707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002000974,0.0003639011,0.0002289725,0.003280092,0.002530924,0.008303632,0.0008554339,0.001804787,0.01005369],"category_scores_gemma":[0.006265809,0.0003633366,0.0002849175,0.005856118,0.007409243,0.01044265,0.00224125,0.002712145,0.001282856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003396672,"about_ca_system_score_gemma":0.001316179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006292168,"about_ca_topic_score_gemma":0.005172403,"domain_scores_codex":[0.9984069,0.0007864492,0.00007525352,0.0002169335,0.0003938823,0.0001206274],"domain_scores_gemma":[0.9960963,0.002529273,0.0002033618,0.0003449998,0.0006296457,0.0001963523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003729761,0.0000232007,0.0008425969,0.0005459148,0.00001181234,0.000341248,0.008160665,0.001401602,0.0004906549,0.7489823,0.02938158,0.2097812],"study_design_scores_gemma":[0.000001764314,0.00001370018,0.0006257118,0.0005062223,0.000004223905,0.0003004172,0.001791514,0.000539314,0.0002784182,0.04866987,0.9472522,0.00001661264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02485757,0.3246563,0.05530688,0.09817681,0.004227094,0.00006726021,0.0005576416,0.0004731828,0.4916773],"genre_scores_gemma":[0.4637059,0.4142099,0.03896644,0.009473099,0.004783511,0.0001325605,0.0006058335,0.00062519,0.06749763],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01005369,"threshold_uncertainty_score":0.03363293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013729038","doi":"10.3138/b123-8124-4390-5792","title":"The Map as Intent: Variations on the Theme of John Snow","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Relation (database); Theme (computing); Set (abstract data type); Snow; Argument (complex analysis); Cartography; Sociology; Geography; Epistemology; Computer science; Data mining; Philosophy","authors":[{"name":"Tom Koch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01720085358615591,"gpt":0.3075961498557852,"spread":0.2903952962696292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004733425,0.0006475254,0.0003614268,0.002628652,0.007919357,0.01160393,0.001317118,0.002547838,0.002244215],"category_scores_gemma":[0.01150278,0.0003173311,0.0003815917,0.004576303,0.03830338,0.01307072,0.006943677,0.005371903,0.0003687968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358793,"about_ca_system_score_gemma":0.003085842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099909,"about_ca_topic_score_gemma":0.01394678,"domain_scores_codex":[0.9942343,0.003866827,0.0001312326,0.0003988688,0.001094059,0.0002747499],"domain_scores_gemma":[0.9899727,0.007907697,0.0004247013,0.0004669786,0.0008426089,0.0003852484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002850319,0.00001711497,0.001023091,0.0001369961,0.000006292681,0.0003494737,0.1877733,0.0002048473,0.0002249005,0.7268383,0.06710047,0.01629671],"study_design_scores_gemma":[0.000008790603,0.00001689915,0.001127,0.0003735127,0.000009085568,0.0003898497,0.06787498,0.0006569307,0.0004565005,0.2812669,0.6477908,0.00002870259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08043776,0.02079975,0.0744159,0.4822214,0.009345999,0.0001275894,0.0002933971,0.0003086509,0.3320497],"genre_scores_gemma":[0.8768718,0.0136787,0.02219233,0.03234005,0.006320373,0.0002331924,0.0001288536,0.0007046739,0.04753004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01160393,"threshold_uncertainty_score":0.02503306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165720968","doi":"10.3138/04l6-2314-6068-43v6","title":"Introduction: Critical GIS","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Francis Harvey","is_ca":false},{"name":"Mei‐Po Kwan","is_ca":false},{"name":"Marianna Pavlovskaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01450373497864583,"gpt":0.3333663582986575,"spread":0.3188626233200117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002812814,0.001400186,0.0006403804,0.005377848,0.002087323,0.006816155,0.001417099,0.002865553,0.08224355],"category_scores_gemma":[0.01066787,0.0005141816,0.0005499568,0.003988592,0.004313238,0.007497686,0.003320317,0.003788478,0.02338306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003653286,"about_ca_system_score_gemma":0.003369041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004810221,"about_ca_topic_score_gemma":0.004489699,"domain_scores_codex":[0.9982345,0.000618121,0.0001224575,0.0003711836,0.0005633853,0.00009032695],"domain_scores_gemma":[0.9941512,0.002402718,0.0001954483,0.0007141976,0.00226125,0.0002752166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001019399,0.00001440814,0.0001580841,0.0003946872,0.000005479957,0.00005184889,0.00042105,0.000208081,0.0001246854,0.2327757,0.6864725,0.07936332],"study_design_scores_gemma":[0.000003146738,0.000003549158,0.0001443314,0.0002372265,0.000002708281,0.00005186948,0.0002374981,0.00009120705,0.00008246545,0.05332013,0.9458194,0.000006661066],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001998706,0.06038124,0.07683303,0.1972304,0.0502714,0.00056697,0.003246468,0.002581338,0.6068905],"genre_scores_gemma":[0.07651283,0.07163985,0.09749764,0.07663172,0.0716781,0.001153158,0.005091975,0.004073603,0.5957212],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08224355,"threshold_uncertainty_score":0.2751321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980943237","doi":"10.3138/h066-3346-r941-6382","title":"GIS and Geographic Governance: Reconstructing the Choropleth Map","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Census and Population Estimation","field":"Mathematics","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Corporate governance; Politics; Geography; Regional science; Government (linguistics); Geographic information system; Rationality; Population; Space (punctuation); Governmentality; Cartography; Economic geography; Sociology; Political science; Demography; Economics; Law; Computer science; Management","authors":[{"name":"Jeremy W. Crampton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02133029229008991,"gpt":0.3113996872868119,"spread":0.290069394996722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002382188,0.0004701111,0.0002952855,0.003515129,0.002123463,0.007603257,0.000825035,0.0009230905,0.006048029],"category_scores_gemma":[0.01139988,0.0004030691,0.0003877135,0.004017747,0.0173478,0.01188843,0.004815418,0.001797884,0.0009090672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699823,"about_ca_system_score_gemma":0.001536953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025246,"about_ca_topic_score_gemma":0.008168265,"domain_scores_codex":[0.9984105,0.001146165,0.00005412047,0.000156227,0.0001618495,0.00007109492],"domain_scores_gemma":[0.9968052,0.001797776,0.0002213631,0.0007613042,0.0002293794,0.0001849837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001749946,0.000005142923,0.001464517,0.00003820928,0.000005341341,0.000203504,0.01446418,0.002256722,0.0001380254,0.9540483,0.002885286,0.02447339],"study_design_scores_gemma":[0.000009054165,0.00001704857,0.001802269,0.0001441661,0.000008483575,0.000302645,0.02140179,0.007080621,0.000406318,0.7605416,0.2082607,0.00002529025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1251669,0.004945067,0.5642456,0.02724467,0.0006889774,0.0001286932,0.0006490751,0.000900624,0.2760303],"genre_scores_gemma":[0.8414586,0.002592157,0.1426662,0.0003892089,0.0001342415,0.00009991022,0.0004092633,0.0003486847,0.01190187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01025246,"threshold_uncertainty_score":0.02038556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026594846","doi":"10.3138/carto.47.2.77","title":"Introduction: Indigenous Cartographies and Counter-Mapping","year":2012,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Research Foundation","keywords":"Indigenous; Geography; Sociology; Biology; Ecology","authors":[{"name":"Renee Pualani Louis","is_ca":false},{"name":"Jay T. Johnson","is_ca":false},{"name":"Albertus Hadi Pramono","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01599334637071806,"gpt":0.2989106580077937,"spread":0.2829173116370756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001290634,0.0005425711,0.0004085826,0.002505971,0.002218898,0.004024775,0.001183551,0.001842542,0.03933768],"category_scores_gemma":[0.006431478,0.0002637166,0.0004185197,0.0049102,0.004176344,0.004602048,0.002170324,0.002748571,0.004356562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011739,"about_ca_system_score_gemma":0.001234907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317647,"about_ca_topic_score_gemma":0.01626932,"domain_scores_codex":[0.9992078,0.0003179566,0.00004797845,0.0001696383,0.0001967736,0.00005982056],"domain_scores_gemma":[0.9971038,0.001877376,0.0001215334,0.0002588352,0.0005737919,0.0000648219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001633965,0.0000137711,0.0005740746,0.0006977621,0.00001221581,0.0001252473,0.004427208,0.0002829913,0.0002386353,0.6374825,0.2861634,0.06996585],"study_design_scores_gemma":[0.000003230386,0.000006759059,0.0009903578,0.0005643191,0.00001278515,0.0002562535,0.001921036,0.0003230964,0.0001989946,0.1033894,0.8923165,0.00001716886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01173272,0.1114912,0.07603984,0.1716143,0.04805399,0.0001917822,0.004957145,0.0006806545,0.5752386],"genre_scores_gemma":[0.2327619,0.118572,0.078292,0.03711325,0.07472163,0.0006325058,0.003624594,0.001415493,0.4528665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03933768,"threshold_uncertainty_score":0.1315977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986849906","doi":"10.3138/2j31-4648-6p62-6p78","title":"Power, Participation, and Inflexible Institutions: An Examination of the Challenges to Community Empowerment in Participatory GIS Applications","year":2001,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Empowerment; Bureaucracy; Citizen journalism; Public relations; Politics; Opposition (politics); Sustainability; Political science; Sociology; Business","authors":[{"name":"Peter A. Kwaku Kyem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07540500226407804,"gpt":0.3880015430785563,"spread":0.3125965408144782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02862444,0.0005551089,0.0005114651,0.00237677,0.01931027,0.01418244,0.002248548,0.003008698,0.004087951],"category_scores_gemma":[0.03417797,0.0006148141,0.0003918652,0.00451617,0.04700831,0.01784226,0.01395888,0.003143184,0.0002677403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008438976,"about_ca_system_score_gemma":0.009693584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008238163,"about_ca_topic_score_gemma":0.01536678,"domain_scores_codex":[0.9594153,0.03337079,0.0005888653,0.0008626924,0.00296411,0.002798163],"domain_scores_gemma":[0.9473171,0.04498404,0.003092016,0.001113144,0.00202767,0.001465972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003603273,0.00008081034,0.008117666,0.0002758774,0.000007966671,0.001321562,0.809059,0.0003616952,0.0002879213,0.1472849,0.001627558,0.03153914],"study_design_scores_gemma":[0.00001743836,0.00005825334,0.006073774,0.0004795179,0.000007746192,0.0004219029,0.8694173,0.0006164582,0.0002439913,0.049219,0.07342844,0.00001624777],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6838915,0.004602574,0.02138985,0.07103873,0.0002065,0.0006976298,0.00005031664,0.00005142128,0.2180714],"genre_scores_gemma":[0.9916476,0.001534275,0.002135225,0.0006935684,0.00004960079,0.0002557445,0.00001100162,0.00002605498,0.00364693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02862444,"threshold_uncertainty_score":0.1513823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000567849","doi":"10.3138/carto-v42-1-089","title":"Visualizing the Planimetric Accuracy of Historical Maps with MapAnalyst","year":2007,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"British Geological Survey","keywords":"Computer science; Visualization; Rotation (mathematics); Distortion (music); Scale (ratio); Displacement (psychology); Interface (matter); Software; Computer graphics (images); Code (set theory); Java; Data mining; Computer vision; Cartography; Geography; Programming language","authors":[{"name":"Bernhard Jenny","is_ca":false},{"name":"A. Weber","is_ca":false},{"name":"Lorenz Hurni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01442193640499036,"gpt":0.304278756260133,"spread":0.2898568198551426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464979,0.0006788131,0.0004707564,0.003939202,0.0005061998,0.002969533,0.0005661967,0.0003658553,0.0114888],"category_scores_gemma":[0.005923927,0.0003967508,0.0004382338,0.003875266,0.0004167427,0.002454806,0.001997873,0.001034616,0.001480296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004780587,"about_ca_system_score_gemma":0.0007033344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004672994,"about_ca_topic_score_gemma":0.004028629,"domain_scores_codex":[0.9993448,0.0001872581,0.00004132807,0.00007074179,0.000316601,0.00003922259],"domain_scores_gemma":[0.9976842,0.001383635,0.0001463079,0.0002425326,0.0004791149,0.00006425237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006428575,0.0001231139,0.01639549,0.001469785,0.0002587727,0.0008368929,0.0177722,0.06219967,0.02503927,0.07955516,0.1058216,0.6898852],"study_design_scores_gemma":[0.0001625579,0.0001267627,0.0321096,0.0005131453,0.0002387902,0.001219753,0.004805251,0.3335713,0.03754767,0.05898032,0.5303797,0.0003452311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07490145,0.001181217,0.8374994,0.001212571,0.0002386448,0.0001181823,0.006262891,0.0473877,0.03119784],"genre_scores_gemma":[0.3726275,0.001219528,0.6062738,0.00008973878,0.0001001917,0.0001577911,0.004123853,0.008409623,0.006997888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0114888,"threshold_uncertainty_score":0.03843385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970189022","doi":"10.3138/carto.43.3.175","title":"Proposed Cartographic Design Principles for 3D Maps: A Contribution to an Extended Cartographic Theory","year":2008,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Zoom; Abstraction; Set (abstract data type); Computer science; Perspective (graphical); Process (computing); Cartographic generalization; Cartography; Geography; Information retrieval; Artificial intelligence; Engineering; Mathematics","authors":[{"name":"Christian Häberling","is_ca":false},{"name":"Hansruedi Bär","is_ca":false},{"name":"Lorenz Hurni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04167787048338542,"gpt":0.32973747275458,"spread":0.2880596022711946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01196185,0.001345497,0.0009500282,0.004811261,0.002417391,0.008562895,0.003681177,0.002799554,0.00572363],"category_scores_gemma":[0.0167725,0.001379156,0.001693206,0.003331181,0.01574446,0.008809781,0.003977509,0.003160566,0.001474198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003332491,"about_ca_system_score_gemma":0.003992521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003240173,"about_ca_topic_score_gemma":0.003290861,"domain_scores_codex":[0.9887878,0.006065802,0.0009312305,0.0008833744,0.003007078,0.0003246955],"domain_scores_gemma":[0.9856521,0.006760205,0.0007417406,0.002278404,0.004173024,0.0003945671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002500527,0.00005287248,0.0007019007,0.0008322956,0.00002713214,0.0001833023,0.008017101,0.009349448,0.000823501,0.9291154,0.003208041,0.04766413],"study_design_scores_gemma":[0.00005813175,0.0001116305,0.001000494,0.001122377,0.00006815697,0.0007413162,0.004620961,0.0401452,0.00187145,0.7833092,0.1668332,0.0001180719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005387442,0.000879454,0.9646574,0.003054424,0.0001357659,0.0004547259,0.0001224075,0.0002619296,0.02504648],"genre_scores_gemma":[0.08378465,0.0009409536,0.9104382,0.0003094499,0.0000792709,0.0009327131,0.0001242792,0.00009013306,0.0033004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01196185,"threshold_uncertainty_score":0.06326103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076531480","doi":"10.3138/carto.48.4.1729","title":"Another Politics Is Possible: Neogeographies, Visual Spatial Tactics, and Political Formation","year":2013,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Grassroots; Politics; Agency (philosophy); Public relations; Action (physics); Sociology; Political efficacy; Political science; Quality (philosophy); Social science; Epistemology; Law","authors":[{"name":"Sarah Elwood","is_ca":false},{"name":"Katharyne Mitchell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01302546169622401,"gpt":0.3041879286234135,"spread":0.2911624669271896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005014396,0.0003797154,0.0003603428,0.001533095,0.008213413,0.01142622,0.0008805019,0.001831894,0.006501734],"category_scores_gemma":[0.007775951,0.0003756077,0.0003116606,0.001231164,0.04182549,0.01138811,0.00859381,0.002829506,0.0004417824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536001,"about_ca_system_score_gemma":0.001945123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005445015,"about_ca_topic_score_gemma":0.01071836,"domain_scores_codex":[0.9951521,0.003511094,0.00006741695,0.0004387884,0.0003517476,0.0004789104],"domain_scores_gemma":[0.9897135,0.006945593,0.001208924,0.0008022116,0.0004098812,0.0009198441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001893622,0.00005125376,0.01408407,0.00005755052,0.000005974433,0.0004477401,0.5167507,0.00006824699,0.0003068272,0.4556757,0.001227499,0.01130539],"study_design_scores_gemma":[0.00001862433,0.00004845484,0.01541502,0.0002821071,0.00001565761,0.0007399499,0.7245701,0.0003774801,0.000593998,0.128134,0.1297771,0.00002746574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7001047,0.002253286,0.0115168,0.02904499,0.0002630898,0.00007082809,0.00005008549,0.00003328154,0.2566629],"genre_scores_gemma":[0.9935601,0.000440619,0.001141399,0.0005611895,0.00002900566,0.00005117433,0.00001407179,0.00001978614,0.00418264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142622,"threshold_uncertainty_score":0.02651894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004052993","doi":"10.3138/carto.44.2.83","title":"A “Living” Atlas for Geospatial Storytelling: The Cybercartographic Atlas of Indigenous Perspectives and Knowledge of the Great Lakes Region","year":2009,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Atlas (anatomy); Geospatial analysis; Indigenous; Documentation; Storytelling; Traditional knowledge; Geography; Narrative; Cartography; Computer science; Ecology; Medicine; Linguistics","authors":[{"name":"Sébastien Caquard","is_ca":true},{"name":"Stephanie Pyne","is_ca":true},{"name":"Heather Igloliorte","is_ca":true},{"name":"Krystina Mierins","is_ca":true},{"name":"Amos Hayes","is_ca":true},{"name":"D. R. Fraser Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01579253450047085,"gpt":0.297364392888273,"spread":0.2815718583878021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005277165,0.0002548652,0.0001136014,0.001897214,0.002929353,0.002965237,0.0005690191,0.000306997,0.01356415],"category_scores_gemma":[0.001390549,0.0001783895,0.0001698318,0.002808477,0.002418031,0.002222424,0.002652525,0.0004415018,0.0007441109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004614116,"about_ca_system_score_gemma":0.006077266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2419932,"about_ca_topic_score_gemma":0.6365132,"domain_scores_codex":[0.9997404,0.00007275672,0.00001228422,0.00003442814,0.0001035566,0.00003657332],"domain_scores_gemma":[0.9990284,0.0002572652,0.00007556207,0.0002353764,0.0001791061,0.0002243571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001080884,0.00006015914,0.03382508,0.0008663735,0.00004057595,0.001605486,0.3740014,0.002880132,0.01355081,0.09871679,0.09415485,0.3801902],"study_design_scores_gemma":[0.000006409585,0.0000207317,0.02878828,0.0001200601,0.00001481601,0.0003346271,0.05345712,0.0005715818,0.001650431,0.003849845,0.9111515,0.00003473081],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3930126,0.001575303,0.05990345,0.004504232,0.0004668487,0.0007730299,0.0143716,0.002401303,0.5229917],"genre_scores_gemma":[0.8222476,0.002238331,0.07518015,0.0002093572,0.0001210015,0.0005271344,0.006922609,0.0006469522,0.09190684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2419932,"threshold_uncertainty_score":0.4811693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973112475","doi":"10.3138/carto.42.4.285","title":"Digital Sketch-Map Drawing as an Instrument to Collect Data about Spatial Cognition","year":2007,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Sketch; Computer science; Field (mathematics); Process (computing); Visualization; Cognitive map; Formative assessment; Spatial cognition; Human–computer interaction; Data science; Cognition; Information retrieval; Artificial intelligence","authors":[{"name":"Niem Tu Huynh","is_ca":true},{"name":"Sean Doherty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01527786395374692,"gpt":0.2910280787417429,"spread":0.2757502147879959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003770103,0.0006251006,0.0003521013,0.005005326,0.0007517916,0.001366828,0.0007541422,0.0004418207,0.005575905],"category_scores_gemma":[0.01946172,0.0003255683,0.0003053382,0.004661586,0.001553547,0.002103817,0.001712782,0.0008251726,0.0008070639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004508592,"about_ca_system_score_gemma":0.0008296655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423707,"about_ca_topic_score_gemma":0.002758468,"domain_scores_codex":[0.9963958,0.002135523,0.0002143789,0.0003638291,0.0008070963,0.00008337989],"domain_scores_gemma":[0.9845418,0.01002776,0.0007792749,0.002976891,0.001266619,0.0004076023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001156331,0.0008557994,0.05488665,0.002020242,0.0001635035,0.0004759684,0.04355658,0.005604444,0.0472075,0.02477037,0.01107521,0.8082274],"study_design_scores_gemma":[0.001234741,0.00626215,0.3371373,0.001227119,0.0004549187,0.00342829,0.07543621,0.05748345,0.09999903,0.09085318,0.3255414,0.0009422225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5685771,0.001119234,0.3917273,0.0004151129,0.0001834818,0.003477199,0.006391256,0.001365077,0.02674426],"genre_scores_gemma":[0.5012649,0.0008820805,0.4888526,0.000118073,0.00005386141,0.003273391,0.002203491,0.0001351429,0.003216484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005575905,"threshold_uncertainty_score":0.01993841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148222969","doi":"10.3138/a477-3202-7876-n514","title":"On the Design of Schematic Transport Maps","year":2006,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Schematic; Computer science; CLARITY; Cartographic generalization; Generalization; Engineering drawing; Engineering; Mathematics; Electrical engineering","authors":[{"name":"Silvania Avelar","is_ca":false},{"name":"Lorenz Hurni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01995742575307534,"gpt":0.2887299286393121,"spread":0.2687725028862367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003193744,0.0009234625,0.0003767237,0.001683543,0.001454967,0.004350374,0.001485135,0.001196889,0.01137795],"category_scores_gemma":[0.01644145,0.0008710697,0.0006290007,0.002156066,0.002787812,0.005507287,0.002865353,0.0008478001,0.001628059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224654,"about_ca_system_score_gemma":0.001432696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255468,"about_ca_topic_score_gemma":0.002585548,"domain_scores_codex":[0.9968674,0.001961449,0.0001638767,0.0002299599,0.0006464072,0.0001309565],"domain_scores_gemma":[0.995723,0.001960759,0.0003716976,0.0007695946,0.001038621,0.0001363418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009805334,0.00003620947,0.001291618,0.0005547926,0.00002498662,0.0005708002,0.005206596,0.06074052,0.003468585,0.8052461,0.006848773,0.115913],"study_design_scores_gemma":[0.00008547869,0.0002102195,0.001391883,0.0005163492,0.00009447833,0.001276367,0.005540953,0.195937,0.008777834,0.3755507,0.4105015,0.0001172525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01470747,0.0002961417,0.9366153,0.0007572029,0.0001008763,0.0002684836,0.0002007232,0.0008277223,0.04622603],"genre_scores_gemma":[0.2136623,0.0007140129,0.7738112,0.0001295054,0.00003231082,0.0004233014,0.0004012242,0.0003945845,0.01043149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01137795,"threshold_uncertainty_score":0.03806305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104003079","doi":"10.3138/92t3-t928-8105-88x7","title":"A Qualitative Evaluation of MapTime, A Program For Exploring Spatiotemporal Point Data","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Point (geometry); Focus (optics); Software; Interview; Domain (mathematical analysis); Animation; Data science; Population; Human–computer interaction; Field (mathematics); Computer graphics (images)","authors":[{"name":"Terry A. Slocum","is_ca":false},{"name":"Robert Sluter","is_ca":false},{"name":"Fritz C. Kessler","is_ca":false},{"name":"Stephen Yoder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2127476296125143,"gpt":0.4745139378767467,"spread":0.2617663082642324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03069892,0.0008481918,0.0007499665,0.001903823,0.002516093,0.002908251,0.001670977,0.001221846,0.004430605],"category_scores_gemma":[0.06383615,0.0005833941,0.0005203183,0.001847482,0.002898016,0.002843847,0.00357002,0.0009378015,0.000682793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718559,"about_ca_system_score_gemma":0.00235239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003591991,"about_ca_topic_score_gemma":0.005832101,"domain_scores_codex":[0.9741464,0.02166661,0.0005416691,0.0008406435,0.00181014,0.0009945562],"domain_scores_gemma":[0.8995242,0.08025819,0.002077117,0.004516981,0.0106416,0.00298204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002270211,0.002135196,0.0194011,0.003688038,0.00007208704,0.002159601,0.7122093,0.00320555,0.03463516,0.007325428,0.01186642,0.2010319],"study_design_scores_gemma":[0.0008516419,0.009118652,0.03833766,0.001907041,0.0001853369,0.001748042,0.7114505,0.01967327,0.0426583,0.006036357,0.1676813,0.0003518733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9139471,0.0001756482,0.0663081,0.0009682126,0.0000779596,0.003842208,0.00142033,0.0009545568,0.01230576],"genre_scores_gemma":[0.893153,0.0002855125,0.08928218,0.0004855772,0.00004494109,0.009179867,0.0007879062,0.0005126456,0.006268361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03069892,"threshold_uncertainty_score":0.1623534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099631107","doi":"10.3138/carto.46.2.115","title":"Quality Analysis of OpenStreetMap Data Based on Application Needs","year":2011,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Quality (philosophy); Data quality; Set (abstract data type); Data set; Data mining; Pedestrian; Volunteered geographic information; German; Data science; Transport engineering; Geography; Artificial intelligence; Engineering","authors":[{"name":"Juliane Mondzech","is_ca":false},{"name":"Monika Sester","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.078467565401884,"gpt":0.3772494242456627,"spread":0.2987818588437787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01426781,0.0004596879,0.000660778,0.008098529,0.0006643466,0.00249109,0.000887169,0.0007151861,0.001193184],"category_scores_gemma":[0.08776371,0.0003281482,0.000708287,0.01045236,0.0009896425,0.003661227,0.002018926,0.0005227582,0.0003037653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473441,"about_ca_system_score_gemma":0.001095246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128833,"about_ca_topic_score_gemma":0.008333926,"domain_scores_codex":[0.9841022,0.004656249,0.001566377,0.001106471,0.007960393,0.0006084294],"domain_scores_gemma":[0.8846632,0.05749041,0.009311476,0.01103391,0.03593271,0.001568334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001616733,0.0003362563,0.7582104,0.001111174,0.0006366781,0.0007309645,0.00452742,0.07592806,0.01116553,0.008040453,0.005673476,0.1320229],"study_design_scores_gemma":[0.00005859265,0.0003739468,0.7546852,0.0002658004,0.0002285712,0.0008315291,0.006882851,0.2020309,0.01316035,0.007256472,0.0140686,0.0001571853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632135,0.0003530704,0.02542336,0.0004133142,0.00002692968,0.0002012644,0.005911265,0.0004809698,0.003976235],"genre_scores_gemma":[0.9779567,0.0001072478,0.01173937,0.00002149494,0.000009717604,0.00008713235,0.009601347,0.0001291868,0.0003479343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01426781,"threshold_uncertainty_score":0.07545632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026774796","doi":"10.3138/u631-37k3-3nl6-4136","title":"Cybercartography: Maps and Mapping in the Information Era","year":2006,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Digital mapping; World Wide Web; Newspaper; Computer science; World map; Digital Earth; Data science; Geography; Cartography; Advertising; Business","authors":[{"name":"D. R. Fraser Taylor","is_ca":true},{"name":"Sébastien Caquard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01171106436019955,"gpt":0.2812616243141305,"spread":0.269550559953931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001804047,0.001178594,0.0006483507,0.005472201,0.003192809,0.01540136,0.001341731,0.003729218,0.02437516],"category_scores_gemma":[0.006210989,0.0003955045,0.0003817776,0.01156903,0.01266002,0.03290846,0.006531612,0.003765859,0.004819755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285411,"about_ca_system_score_gemma":0.002530147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353905,"about_ca_topic_score_gemma":0.005237892,"domain_scores_codex":[0.998151,0.001006831,0.00007571071,0.000174116,0.0004889456,0.0001033773],"domain_scores_gemma":[0.9969203,0.001636962,0.0002550984,0.0004387156,0.0003869237,0.0003618422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001683107,0.00001530286,0.000691083,0.0003683195,0.00001820661,0.0002835465,0.006519747,0.0004155684,0.0001348307,0.7167135,0.1550269,0.1197961],"study_design_scores_gemma":[0.00000289508,0.000007148567,0.000546292,0.0004623676,0.000006444084,0.0003363528,0.003712632,0.000274514,0.00009150898,0.1928413,0.8017045,0.00001407188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005014404,0.1729852,0.05462636,0.1128862,0.01035244,0.00005623447,0.0007828061,0.001295164,0.6420012],"genre_scores_gemma":[0.3409357,0.3186893,0.06487948,0.01806549,0.01867006,0.0003443867,0.001637844,0.001355216,0.2354225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02437516,"threshold_uncertainty_score":0.08154309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124547665","doi":"10.3138/carto.48.2.1836","title":"Detecting Level-of-Detail Inconsistencies in Volunteered Geographic Information Data Sets","year":2013,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Volunteered geographic information; Generalization; Computer science; Data mining; Information retrieval; Data science; Mathematics","authors":[{"name":"Guillaume Touya","is_ca":false},{"name":"Carmen Brando-Escobar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05400783747039038,"gpt":0.2972475775605441,"spread":0.2432397400901537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008274955,0.0005241748,0.001152676,0.007011729,0.001235042,0.003851181,0.001895651,0.001263491,0.0005535057],"category_scores_gemma":[0.04083515,0.0006947208,0.0009818844,0.00694369,0.001198836,0.004591121,0.003994822,0.001071096,0.0001945475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003874,"about_ca_system_score_gemma":0.001211777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004026079,"about_ca_topic_score_gemma":0.005426678,"domain_scores_codex":[0.9914314,0.001875513,0.001032091,0.001586371,0.003597655,0.0004769472],"domain_scores_gemma":[0.9684752,0.01409421,0.005571529,0.006606341,0.004836442,0.0004161784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001254456,0.0004388165,0.3670977,0.001826199,0.000749652,0.003612392,0.01627571,0.08369568,0.03979758,0.05316912,0.008176738,0.4239058],"study_design_scores_gemma":[0.0001218357,0.0003362013,0.146766,0.0005720122,0.0005663221,0.003933518,0.01190976,0.5842013,0.08445505,0.11123,0.05557532,0.0003326256],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3812633,0.0008862861,0.6107047,0.0003862714,0.00007647185,0.0003212252,0.002395354,0.002043622,0.00192281],"genre_scores_gemma":[0.7020763,0.0002194887,0.2930388,0.00006581358,0.00002925182,0.0001238983,0.00376974,0.0002712398,0.0004054731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008274955,"threshold_uncertainty_score":0.04376268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986982901","doi":"10.3138/carto.48.2.1840","title":"Cartographic Visualization of Vulnerability to Natural Hazards","year":2013,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Natural hazard; Vulnerability assessment; Adaptation (eye); Natural (archaeology); Natural disaster; Computer science; Table (database); Environmental resource management; Geography; Environmental planning; Computer security; Psychological resilience; Data mining; Psychology; Environmental science","authors":[{"name":"Tomasz Opach","is_ca":false},{"name":"Jan Ketil Rød","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01247214889399503,"gpt":0.3226460922478593,"spread":0.3101739433538643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006311529,0.0007514445,0.0003751686,0.003911131,0.0005687753,0.002044417,0.0004299124,0.0004689801,0.03437515],"category_scores_gemma":[0.003086213,0.0003219076,0.000553985,0.003178281,0.0003339585,0.001323353,0.001617853,0.0006438172,0.002256397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004761095,"about_ca_system_score_gemma":0.001102761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162942,"about_ca_topic_score_gemma":0.02488548,"domain_scores_codex":[0.9997508,0.00008103565,0.00001507349,0.00002365004,0.00009767218,0.00003181541],"domain_scores_gemma":[0.9979153,0.001179726,0.0001430124,0.0001761446,0.0004691092,0.0001167764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006858645,0.0002073084,0.0384469,0.00325011,0.0003215433,0.002279236,0.03337078,0.050172,0.02227157,0.05834169,0.4019422,0.3887108],"study_design_scores_gemma":[0.0001552989,0.0001252567,0.05932651,0.001414157,0.0002191656,0.00124347,0.0119611,0.1001964,0.01061201,0.03058776,0.7838216,0.00033736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2345844,0.002639299,0.3205175,0.009007044,0.001020485,0.0008190082,0.1034187,0.07602946,0.2519642],"genre_scores_gemma":[0.693316,0.003697911,0.2596172,0.0005945442,0.0002425052,0.0005184947,0.01726988,0.005985308,0.01875807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03437515,"threshold_uncertainty_score":0.1149964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082447823","doi":"10.3138/k359-2m48-50k8-7565","title":"Data Intermediation and Beyond: Issues for Web-Based PPGIS","year":2001,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Public participation GIS; Geographic information system; Context (archaeology); World Wide Web; GIS Day; Computer science; Business; Internet privacy; Knowledge management; GIS and public health; Geography; Remote sensing","authors":[{"name":"Sidney Wong","is_ca":false},{"name":"Yang Liang Chua","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03370139005510013,"gpt":0.3605788859002678,"spread":0.3268774958451677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05963101,0.0008716613,0.001191525,0.004987284,0.008314984,0.04467931,0.005721739,0.01319045,0.01306697],"category_scores_gemma":[0.09473278,0.001392059,0.001418203,0.009386895,0.03685792,0.07947295,0.02383703,0.01274756,0.00215476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005633189,"about_ca_system_score_gemma":0.008293821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00581235,"about_ca_topic_score_gemma":0.002462198,"domain_scores_codex":[0.9657415,0.02307329,0.00212938,0.002163207,0.005712565,0.001180151],"domain_scores_gemma":[0.8653541,0.1074469,0.003790199,0.01183181,0.008117787,0.003459013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002516296,0.00004334439,0.00107233,0.0001551205,0.00001394484,0.0003573454,0.007486789,0.001185074,0.0001617503,0.9530572,0.00473895,0.03170293],"study_design_scores_gemma":[0.00001870577,0.00002294726,0.0005379012,0.0006726421,0.00001410434,0.0007031127,0.01330264,0.005134445,0.0005152139,0.8542907,0.124734,0.00005352339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03509735,0.01263584,0.2436966,0.5592288,0.001292902,0.0003082172,0.0003068602,0.0009567148,0.1464767],"genre_scores_gemma":[0.7692479,0.01293163,0.1709487,0.01943935,0.002689328,0.001465814,0.0003647131,0.00129115,0.02162149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05963101,"threshold_uncertainty_score":0.3153627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997106220","doi":"10.3138/carto.48.3.1531","title":"A Cartographic Framework for Visualizing Risk","year":2013,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Illinois State University","keywords":"Hazard; Climate change; Key (lock); Cartography; Geography; Representation (politics); Computer science; Environmental resource management; Natural hazard; Risk analysis (engineering); Data science; Business; Environmental science; Meteorology; Geology; Computer security; Ecology","authors":[{"name":"John C. Kostelnick","is_ca":false},{"name":"Dave McDermott","is_ca":false},{"name":"Rex J. Rowley","is_ca":false},{"name":"Nathaniel Bunnyfield","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0171553278624107,"gpt":0.3315608970852277,"spread":0.314405569222817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001648506,0.001243211,0.0005028131,0.006245792,0.001722586,0.01119713,0.001863464,0.001665596,0.0194671],"category_scores_gemma":[0.006084687,0.0006120945,0.001274405,0.007146926,0.003978593,0.007390792,0.003012373,0.001849748,0.002292759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002951217,"about_ca_system_score_gemma":0.001922453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.026535,"about_ca_topic_score_gemma":0.02361591,"domain_scores_codex":[0.9990175,0.000533958,0.00006125313,0.0001181365,0.0001950395,0.00007411149],"domain_scores_gemma":[0.9974376,0.001183008,0.0002025862,0.0004521668,0.0005118003,0.0002127787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003426134,0.0000160905,0.0007262724,0.0002543215,0.00003063503,0.000318489,0.005386895,0.01640523,0.0008133903,0.8961509,0.02630006,0.05356346],"study_design_scores_gemma":[0.00003302652,0.00002658537,0.0009982656,0.0004747066,0.00004198568,0.0006352076,0.006818518,0.06781353,0.0007182006,0.4809888,0.4413577,0.00009350648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00601001,0.002410862,0.898387,0.007654626,0.0004671995,0.0002395029,0.003240531,0.003759849,0.07783047],"genre_scores_gemma":[0.1867747,0.002775319,0.7974833,0.0005198322,0.0002629957,0.0005704668,0.002380969,0.0006082054,0.008624252],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.026535,"threshold_uncertainty_score":0.06512398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135658979","doi":"10.3138/carto.44.4.240","title":"Performative Atlases: Memory, Materiality, and (Co-)Authorship","year":2009,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Performative utterance; Materiality (auditing); Conceptualization; Mnemonic; Reading (process); Aesthetics; Sociology; Visual arts; Art; History; Psychology; Linguistics; Cognitive psychology; Philosophy","authors":[{"name":"Veronica della Dora","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02329806322893949,"gpt":0.3519175197191025,"spread":0.3286194564901629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006371964,0.0005287666,0.0003564947,0.00528899,0.005474049,0.01375484,0.001294426,0.001071427,0.009730437],"category_scores_gemma":[0.0359485,0.0003038342,0.0002818322,0.006940259,0.0182329,0.02109117,0.009144668,0.001449414,0.0009150832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811243,"about_ca_system_score_gemma":0.001347365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860289,"about_ca_topic_score_gemma":0.002363607,"domain_scores_codex":[0.9953241,0.002516729,0.0002236299,0.0006094319,0.001043715,0.0002824249],"domain_scores_gemma":[0.9719945,0.01527411,0.004005727,0.005510027,0.001866469,0.001349199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009643985,0.00003692416,0.01175876,0.0002123704,0.00004364309,0.0005245832,0.4010987,0.0005339174,0.0007346983,0.4868796,0.004991929,0.09308848],"study_design_scores_gemma":[0.00002436645,0.0001209444,0.01677863,0.0005568938,0.00006876822,0.001772077,0.2352798,0.001415045,0.001719663,0.4046537,0.3374861,0.00012407],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3988691,0.007585901,0.0568253,0.01306947,0.001116058,0.00008063141,0.0004153438,0.0004913718,0.5215467],"genre_scores_gemma":[0.9833255,0.001197432,0.003353636,0.00009512201,0.000273141,0.00003189523,0.0001092102,0.00008386277,0.01153021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.994526,"threshold_uncertainty_score":0.03369856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047148641","doi":"10.3138/carto.44.3.201","title":"Issues of Change Detection in Animated Choropleth Maps","year":2009,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Graphics; Animation; Foveal; Change detection; Cartography; Computer graphics (images); Artificial intelligence; Geography","authors":[{"name":"Kirk Goldsberry","is_ca":false},{"name":"Sarah E. Battersby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02670053957466809,"gpt":0.3202383230490318,"spread":0.2935377834743637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004822924,0.000389545,0.0007605539,0.002898511,0.001294193,0.005411705,0.001767772,0.00125418,0.002044912],"category_scores_gemma":[0.1059722,0.0009035178,0.0004352089,0.002269252,0.003239298,0.005114588,0.002821219,0.001199413,0.0004045534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333643,"about_ca_system_score_gemma":0.0006338064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007722004,"about_ca_topic_score_gemma":0.004220197,"domain_scores_codex":[0.9946465,0.002649409,0.0002906465,0.0008752608,0.00125211,0.0002861077],"domain_scores_gemma":[0.9450217,0.04045876,0.003842513,0.004821701,0.005078453,0.0007767151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001490035,0.0002381052,0.07481524,0.001480615,0.0002822016,0.002282638,0.04631846,0.05406892,0.06737625,0.09847476,0.007174185,0.6459986],"study_design_scores_gemma":[0.0001278227,0.0003866195,0.1759907,0.0006108311,0.0001871158,0.003617649,0.0244725,0.4975022,0.06273495,0.1767849,0.05714472,0.0004399618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4555849,0.001044149,0.52163,0.001933641,0.0001312701,0.0003013481,0.0003438236,0.002252616,0.01677835],"genre_scores_gemma":[0.8538499,0.0003053333,0.1439144,0.00009715171,0.00004298986,0.0001401523,0.0001730822,0.0003618863,0.001115135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007722004,"threshold_uncertainty_score":0.02550638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145732637","doi":"10.3138/rm86-3872-8942-61p4","title":"On the Study of the Geometric Properties of Historical Cartographic Representations","year":2006,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Visualization; Interactivity; Digitization; Computer science; Perspective (graphical); Frame (networking); Georeference; Schematic; Cartography; Geography; Frame of reference; Field (mathematics); Artificial intelligence; Mathematics; Computer vision; Pure mathematics; Engineering; World Wide Web","authors":[{"name":"Evangelos Livieratos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02759375410096396,"gpt":0.2930406141793042,"spread":0.2654468600783402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003880222,0.0005063154,0.0006831523,0.005337056,0.002424016,0.009570981,0.001029917,0.001125369,0.00615807],"category_scores_gemma":[0.02129892,0.0004136734,0.0006566503,0.007744045,0.02020654,0.01624816,0.002800171,0.001839598,0.0005592945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597457,"about_ca_system_score_gemma":0.0007501598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002459289,"about_ca_topic_score_gemma":0.00148969,"domain_scores_codex":[0.9979793,0.001043446,0.0001060853,0.0003198544,0.0004008351,0.0001504478],"domain_scores_gemma":[0.9878677,0.008197629,0.001411781,0.001174071,0.001051696,0.0002971514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003316424,0.000001843189,0.0001864815,0.00002015418,0.000002146032,0.0000191608,0.0005889226,0.0006956016,0.0000584563,0.9953954,0.0001847774,0.002843724],"study_design_scores_gemma":[0.000002739457,0.00001727501,0.001017239,0.00004206767,0.0000063112,0.0001763117,0.001022556,0.002934862,0.0001638845,0.9856989,0.008903038,0.00001480646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2560831,0.01637097,0.4661191,0.0102585,0.0004134382,0.0001182135,0.0008425202,0.0002087862,0.2495854],"genre_scores_gemma":[0.9267874,0.005721335,0.05881501,0.0002038163,0.0006491043,0.0001177941,0.0004834725,0.0001322836,0.007089743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009570981,"threshold_uncertainty_score":0.02060086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009885196","doi":"10.3138/carto.48.4.1621","title":"Sovereigns, Spooks, and Hackers: An Early History of Google Geo Services and Map Mashups","year":2013,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mashup; Hacker; World Wide Web; Computer science; Data science; The Internet; Computer security; Web 2.0","authors":[{"name":"Craig M. Dalton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01400439874736083,"gpt":0.2699037275652909,"spread":0.2558993288179301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003867581,0.0005645205,0.0003370558,0.003186986,0.006618925,0.01195812,0.000889651,0.003759566,0.005452328],"category_scores_gemma":[0.009306724,0.0006502049,0.0002751319,0.004258105,0.02818231,0.02382554,0.005972461,0.0063598,0.001075853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00573874,"about_ca_system_score_gemma":0.002665188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049646,"about_ca_topic_score_gemma":0.01191845,"domain_scores_codex":[0.9956406,0.002263391,0.0001659492,0.0005320154,0.000949981,0.0004480265],"domain_scores_gemma":[0.9915978,0.006013107,0.0003673867,0.0008812225,0.0007046144,0.0004358172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005470098,0.00004574908,0.001727071,0.0002079486,0.0000135746,0.0005549424,0.09025366,0.0002659353,0.0002707888,0.8039674,0.02723129,0.07540704],"study_design_scores_gemma":[0.000006043869,0.00002467071,0.0009491193,0.0004957918,0.00000684112,0.0003182545,0.0162307,0.0003190258,0.0004061855,0.0530301,0.9281836,0.00002959063],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07305633,0.06301275,0.02711095,0.07611385,0.002114817,0.0001097852,0.0002276248,0.0004456741,0.7578083],"genre_scores_gemma":[0.8259113,0.04060373,0.009044074,0.01220472,0.001647271,0.0001454379,0.0001895603,0.0008184916,0.1094354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01195812,"threshold_uncertainty_score":0.04163766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086873754","doi":"10.3138/carto.42.4.297","title":"Flexion and Skewness in Map Projections of the Earth","year":2007,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Aeronautics and Space Administration; National Science Foundation","keywords":"Skewness; Earth (classical element); Geology; Geography; Cartography; Geodesy; Statistics; Mathematics","authors":[{"name":"David M. Goldberg","is_ca":false},{"name":"J. Richard Gott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01060127295403127,"gpt":0.3062279519048532,"spread":0.295626678950822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202277,0.0007729498,0.0004257508,0.003315037,0.0004650324,0.002925104,0.0002696007,0.0002340175,0.005321768],"category_scores_gemma":[0.02344842,0.0003156893,0.0003581478,0.003408839,0.001669549,0.002343206,0.002526648,0.0008411334,0.0005874612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005679119,"about_ca_system_score_gemma":0.0004036574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477453,"about_ca_topic_score_gemma":0.001908635,"domain_scores_codex":[0.9980301,0.0005420978,0.0001888492,0.000225658,0.0009134942,0.00009977216],"domain_scores_gemma":[0.9911584,0.003894242,0.001442918,0.001388629,0.001857462,0.0002582307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001525058,0.00005951975,0.1836701,0.0007682418,0.0003327723,0.001196022,0.009186838,0.06044383,0.05114224,0.1176793,0.005311564,0.5686846],"study_design_scores_gemma":[0.00007781847,0.0004279869,0.6686465,0.0003635556,0.0001593988,0.006420242,0.008018957,0.1040357,0.04433719,0.1320491,0.03499294,0.0004706133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8292035,0.0007236825,0.135155,0.0003530803,0.000110871,0.0001020491,0.001791771,0.0008686724,0.0316914],"genre_scores_gemma":[0.9702583,0.0002821726,0.02736526,0.00002619996,0.00002811392,0.00004390735,0.0007141143,0.0002082054,0.001073687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005321768,"threshold_uncertainty_score":0.01780307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073129483","doi":"10.3138/carto.47.2.80","title":"Theorizing Indigital Geographic Information Networks","year":2012,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Geospatial analysis; Dichotomy; Technoscience; Geographic information system; Construct (python library); Geography; Traditional knowledge; Data science; Sociology; Epistemology; Social science; Computer science; Cartography","authors":[{"name":"Mark H. Palmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01400149969548626,"gpt":0.3015456046812316,"spread":0.2875441049857453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006305742,0.0007191929,0.0003849844,0.005142294,0.004470226,0.009315182,0.002234921,0.002456582,0.006460278],"category_scores_gemma":[0.01600751,0.0004628166,0.0005102869,0.006492218,0.023506,0.02852461,0.008469543,0.002072518,0.0005393084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005305404,"about_ca_system_score_gemma":0.002321235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005355096,"about_ca_topic_score_gemma":0.003399013,"domain_scores_codex":[0.9950973,0.003054162,0.0001517139,0.0008117944,0.0006140981,0.0002707969],"domain_scores_gemma":[0.9882361,0.008506223,0.001079939,0.001011229,0.000719992,0.0004463684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000234902,0.000003666727,0.0006055615,0.00002989479,0.000003613793,0.00004298229,0.005751973,0.0005368215,0.00002057353,0.9903853,0.0002684014,0.002348876],"study_design_scores_gemma":[0.000007910057,0.000008631424,0.0004539315,0.0001993553,0.00001033694,0.0001474157,0.01244304,0.004857581,0.00009227791,0.9411922,0.04057815,0.000009174672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1118124,0.00413587,0.3877355,0.03492329,0.0003063604,0.0002414213,0.000443804,0.0002209454,0.4601803],"genre_scores_gemma":[0.9564598,0.002302566,0.03468348,0.0005107941,0.00009955894,0.0002568304,0.0002196841,0.00004745161,0.005419904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009315182,"threshold_uncertainty_score":0.03849363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070613071","doi":"10.3138/n752-n693-180t-n843","title":"Indigenous Knowledge, Mapping, and GIS: A Diffusion of Innovation Perspective","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Indigenous; Perspective (graphical); Traditional knowledge; Knowledge management; Sociology; Innovation diffusion; Geography; Engineering ethics; Engineering; Computer science; Ecology","authors":[{"name":"Kimberlee J. Chambers","is_ca":true},{"name":"Jonathan Michael Swan Corbett","is_ca":true},{"name":"Christina Keller","is_ca":true},{"name":"Colin Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01849451817793234,"gpt":0.3272333682506038,"spread":0.3087388500726715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006107349,0.0004824821,0.0006906053,0.00498384,0.002561487,0.007437287,0.001258494,0.003763218,0.002241417],"category_scores_gemma":[0.00840431,0.0003320698,0.0005238795,0.004846005,0.01610831,0.01084998,0.004111464,0.002693352,0.0001629521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004862429,"about_ca_system_score_gemma":0.003253169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005641052,"about_ca_topic_score_gemma":0.003762662,"domain_scores_codex":[0.9959059,0.00247166,0.0001415057,0.0002927571,0.0008286383,0.0003594773],"domain_scores_gemma":[0.9850855,0.01302236,0.0005868768,0.0003373478,0.000633147,0.0003346734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002275913,0.00005658091,0.002999257,0.0005399254,0.00002807481,0.0005632328,0.04950797,0.00158385,0.0004304414,0.9054757,0.000924304,0.03786789],"study_design_scores_gemma":[0.00002441864,0.0001859729,0.004974638,0.001322725,0.00004508153,0.00132056,0.08221248,0.007539986,0.0008997002,0.7961931,0.1051855,0.00009599543],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2337545,0.09048828,0.1878928,0.1057854,0.0008439982,0.0003235984,0.0001691969,0.0001777922,0.3805645],"genre_scores_gemma":[0.9541878,0.02185043,0.01879936,0.0009650859,0.0003549022,0.0001355605,0.00002717029,0.00002134712,0.003658345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007437287,"threshold_uncertainty_score":0.03527957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2716508834","doi":"10.3138/cart.52.2.3823","title":"The Impact of 1980s and 1990s Video Games on Multimedia Cartography","year":2017,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Video game; Entertainment; Multimedia; Computer science; Virtual reality; Computer graphics (images); Animation; Human–computer interaction; Visual arts; Art","authors":[{"name":"Dennis Edler","is_ca":false},{"name":"Frank Dickmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01806557341928085,"gpt":0.358917860685975,"spread":0.3408522872666941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007817508,0.0004647326,0.0001692685,0.002847123,0.0009441372,0.002484962,0.0004046737,0.0006825409,0.007137073],"category_scores_gemma":[0.004545005,0.000193373,0.0002178537,0.001982744,0.001785234,0.001642793,0.002031231,0.0008626966,0.0005055091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006305802,"about_ca_system_score_gemma":0.001628333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06448525,"about_ca_topic_score_gemma":0.09666928,"domain_scores_codex":[0.9994106,0.0001301137,0.00003005116,0.00007963133,0.0002097424,0.0001398797],"domain_scores_gemma":[0.9980764,0.0008470155,0.0002949054,0.00005909352,0.0004407937,0.000281701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007695602,0.0008428609,0.02820013,0.001241659,0.0000621615,0.001698835,0.01631129,0.002030804,0.003857344,0.3113257,0.04764214,0.5860175],"study_design_scores_gemma":[0.00007794339,0.0004030933,0.2491478,0.001828045,0.00005395162,0.0008224059,0.01088563,0.001738799,0.003855616,0.011108,0.7200164,0.00006234074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5304177,0.04711417,0.001227862,0.01217174,0.000661579,0.0001055237,0.000625802,0.00007386971,0.4076017],"genre_scores_gemma":[0.9410978,0.0349491,0.00120665,0.001738928,0.0005226039,0.00005134001,0.0003384652,0.00006207019,0.02003304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06448525,"threshold_uncertainty_score":0.1282198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137174455","doi":"10.3138/cart-2020-0027","title":"Geovisualization of COVID-19: State of the Art and Opportunities","year":2021,"lang":"fr","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Yu Lan","is_ca":false},{"name":"Michael R. Desjardins","is_ca":false},{"name":"Alexander Hohl","is_ca":false},{"name":"Eric Delmelle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02726653386274161,"gpt":0.3220910421274416,"spread":0.2948245082647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008178699,0.001041473,0.000638904,0.00562626,0.0006632023,0.007354412,0.002272092,0.001332845,0.01815286],"category_scores_gemma":[0.01998531,0.000564123,0.001071174,0.004285568,0.002058662,0.004636069,0.002977536,0.001379387,0.003307589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875525,"about_ca_system_score_gemma":0.002125411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349271,"about_ca_topic_score_gemma":0.01178317,"domain_scores_codex":[0.9965675,0.001640308,0.0001406096,0.0004285657,0.0009863025,0.0002366893],"domain_scores_gemma":[0.978336,0.01491636,0.0006749445,0.001571642,0.003831799,0.000669317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007446028,0.00009792104,0.009118663,0.006429574,0.0001729137,0.0002737483,0.01004022,0.002934466,0.008273175,0.02095741,0.04652028,0.894437],"study_design_scores_gemma":[0.00006738013,0.0003335255,0.02213256,0.007727352,0.0001882021,0.001164543,0.01094093,0.007149155,0.007805421,0.01617783,0.9260116,0.0003015377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1098045,0.3066834,0.2879779,0.0321536,0.005068508,0.001235969,0.01625199,0.01426233,0.2265619],"genre_scores_gemma":[0.3978004,0.2489622,0.2822983,0.003789681,0.004066127,0.001081334,0.0111207,0.00431741,0.04656378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01815286,"threshold_uncertainty_score":0.06072736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}