{"meta":{"query_hash":"ce9594f1e6f6","filters":{"venue":"Modern cartography"},"cohort_total":30,"direct_labels_cover":0,"predictions_cover":30,"exported":30,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ce9594f1e6f6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Modern+cartography"},"results":[{"id":"W126777202","doi":"10.1016/b978-0-444-62713-1.00013-1","title":"Mapping Views from the North","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Repatriation; Library science; Geomatics; Geography; Visual arts; Anthropology; Sociology; Cartography; Archaeology; Art; Computer science","score_opus":0.05119759533565344,"score_gpt":0.22138265350139996,"score_spread":0.17018505816574653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W126777202","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00409793,0.014800368,0.06301566,0.0012430397,0.00052657723,0.0011157296,0.0010902733,0.00018582617,0.9139246],"genre_scores_gemma":[0.84141815,0.0075492696,0.0034511979,0.0062299906,0.0042042765,0.000030801686,0.004392924,0.00006611225,0.1326573],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984086,0.000093372226,0.00023555306,0.0004222451,0.0004913848,0.0003488502],"domain_scores_gemma":[0.9988753,0.00037192847,0.00011803753,0.00041650774,0.000044295633,0.00017389616],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028927758,0.00025664637,0.00027526074,0.00011501283,0.0003407858,0.000051780662,0.00045211992,0.00020452555,0.00421123],"category_scores_gemma":[0.000030433928,0.00015056101,0.00032562518,0.000071289855,0.0003160168,0.00004058,0.00004412468,0.0006882681,0.0008277635],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004341487,0.0000010229262,0.044859324,0.0000148457,0.00009696279,0.00001385526,0.00039871866,0.0001398309,0.0000017180164,0.0004592891,0.0045669326,0.94940406],"study_design_scores_gemma":[0.00006674272,0.00008738352,0.05236749,0.00003464622,0.000011792457,0.0000016465524,0.000004836153,0.0010428133,6.867416e-7,0.17125,0.7749313,0.00020064012],"about_ca_topic_score_codex":0.002211864,"about_ca_topic_score_gemma":0.025182579,"teacher_disagreement_score":0.94920343,"about_ca_system_score_codex":0.0000025295856,"about_ca_system_score_gemma":0.000026569503,"threshold_uncertainty_score":0.99995023},"labels":[],"label_agreement":null},{"id":"W1506309320","doi":"10.1016/s1363-0814(05)80015-2","title":"Chapter 12 Art, maps and cybercartography: Stimulating reflexivity among map-users","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Reflexivity; Objectivity (philosophy); Creativity; Perception; The Internet; Criticism; Dimension (graph theory); Sociology; Aesthetics; Context (archaeology); Epistemology; Computer science; Data science; Art; Psychology; Geography; Social psychology; World Wide Web; Social science; Mathematics; Philosophy","score_opus":0.03178783305596911,"score_gpt":0.2760459013825978,"score_spread":0.24425806832662872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506309320","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021131523,0.0022197224,0.0003608019,0.00066217344,0.00070612866,0.0012111539,0.00018693987,0.000524851,0.99201506],"genre_scores_gemma":[0.771156,0.0025453342,0.0015054486,0.0008365665,0.0015646723,0.00014481592,0.00017658167,0.00023407892,0.22183649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958022,0.000085690925,0.0009946936,0.00083820743,0.0013709804,0.00090820517],"domain_scores_gemma":[0.9975622,0.00017818138,0.0007392677,0.00067713636,0.00042936305,0.00041382603],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011924084,0.0008026061,0.00093808403,0.0014329399,0.0015951028,0.00034246844,0.00040972207,0.00078332244,0.0002667368],"category_scores_gemma":[0.000029545636,0.0008517286,0.0008576043,0.00018668931,0.0018991567,0.0007450564,0.00023160978,0.00073629443,0.0001277912],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091627546,0.000057786514,0.12708506,0.00046788776,0.0020517001,0.000051384704,0.07573599,0.0001763009,0.000013695018,0.73396194,0.013998542,0.046308104],"study_design_scores_gemma":[0.00045478807,0.000068702204,0.0028927613,0.00040781178,0.00021805383,0.0000035920611,0.0011396906,0.000058429152,9.860761e-7,0.033170052,0.9604639,0.0011212769],"about_ca_topic_score_codex":0.001044533,"about_ca_topic_score_gemma":0.014575235,"teacher_disagreement_score":0.9464653,"about_ca_system_score_codex":0.000072956784,"about_ca_system_score_gemma":0.0000503912,"threshold_uncertainty_score":0.99970466},"labels":[],"label_agreement":null},{"id":"W1528616482","doi":"10.1016/s1363-0814(05)80014-0","title":"Chapter 11 Cybercartography: A multimodal approach","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Carleton University","funders":"","keywords":"Modalities; Modality (human–computer interaction); Stimulus modality; Human–computer interaction; Computer science; Multimodality; Gesture; Haptic technology; USable; Multimodal interaction; Visualization; Natural (archaeology); Artificial intelligence; Multimedia; Sensory system; Cognitive psychology; Psychology","score_opus":0.017051853647053132,"score_gpt":0.20628505313820636,"score_spread":0.18923319949115322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528616482","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008098691,0.0036227894,0.21489917,0.00019041436,0.0010259104,0.0009231675,0.000116804535,0.00076414703,0.77837664],"genre_scores_gemma":[0.5605922,0.0010725983,0.2011565,0.0037785652,0.007194799,0.0006226853,0.0008045565,0.0010360361,0.22374211],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952345,0.000044665176,0.0008168774,0.0018330037,0.0011356492,0.00093529234],"domain_scores_gemma":[0.99636996,0.000060907558,0.00041150246,0.0023957076,0.00023749852,0.00052440097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033417964,0.0010820077,0.0010300928,0.001500507,0.00025150515,0.00035184238,0.0019649726,0.0008317048,0.000082788545],"category_scores_gemma":[0.0000058867586,0.0010567276,0.0016689174,0.00023308066,0.00027433847,0.0004628555,0.0004492694,0.00069490005,0.00030907415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040572402,0.00019609035,0.0005754362,0.00014587684,0.00063320925,0.000155628,0.0017974409,0.00020879084,0.00022873607,0.86999923,0.0059611383,0.12005785],"study_design_scores_gemma":[0.0014365119,0.0001811852,0.0003232449,0.0002201849,0.00017495637,0.00019850236,0.000014018225,0.017824242,0.00013181656,0.07438988,0.9022093,0.0028961727],"about_ca_topic_score_codex":0.00019238262,"about_ca_topic_score_gemma":0.00018363228,"teacher_disagreement_score":0.89624816,"about_ca_system_score_codex":0.00005247556,"about_ca_system_score_gemma":0.000085293774,"threshold_uncertainty_score":0.9991883},"labels":[],"label_agreement":null},{"id":"W1548998974","doi":"10.1016/s1363-0814(05)80004-8","title":"Chapter 1 The theory and practice of cybercartography: An introduction","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Argument (complex analysis); Agency (philosophy); Context (archaeology); Regional science; Geography; Library science; Data science; Epistemology; Cartography; Political science; Social science; Sociology; Computer science; Archaeology","score_opus":0.019068972327734846,"score_gpt":0.2751773278444797,"score_spread":0.2561083555167448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548998974","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043573306,0.0051171724,0.000550115,0.005493362,0.00060169323,0.00087171,0.000053183743,0.00013755224,0.98673946],"genre_scores_gemma":[0.91771114,0.011997417,0.0010556425,0.0017080727,0.0048586456,0.00012497329,0.000067181674,0.00014600522,0.06233091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752426,0.00030161766,0.0005956517,0.00040494907,0.0008569322,0.00031659167],"domain_scores_gemma":[0.99733996,0.00052366254,0.00069870515,0.0006143564,0.00070922315,0.00011407614],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00375873,0.0003389571,0.0004286457,0.0006376694,0.0008602462,0.00010333813,0.00031714662,0.0003257919,0.00015546483],"category_scores_gemma":[0.00014585342,0.00026842038,0.00034642252,0.00016734663,0.0019269212,0.00068188686,0.00008727937,0.0003779563,0.00001142387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060328788,0.000013472746,0.00015365626,0.000020590758,0.00029828187,7.091604e-7,0.03518723,0.0000056290164,0.0000064319142,0.9465968,0.0005605542,0.017096307],"study_design_scores_gemma":[0.00012925333,0.00006607791,0.0001482723,0.000031941494,0.00024776708,0.0000116561805,0.007834316,0.0000037930722,0.0000022155054,0.08257623,0.90866673,0.00028171795],"about_ca_topic_score_codex":0.00040438818,"about_ca_topic_score_gemma":0.0011727102,"teacher_disagreement_score":0.92440856,"about_ca_system_score_codex":0.000019313036,"about_ca_system_score_gemma":0.00003711692,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W1551746214","doi":"10.1016/s1363-0814(05)80013-9","title":"Chapter 10 Cognitive theories and aids to support navigation of multimedia information space","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Carleton University","funders":"","keywords":"Cyberspace; Computer science; Representation (politics); Human–computer interaction; Space (punctuation); Orientation (vector space); Cognitive map; Information space; Generalization; Virtual space; Multimedia; Cognition; World Wide Web; Artificial intelligence; The Internet; Psychology; Mathematics","score_opus":0.007907395084891893,"score_gpt":0.21037946113071226,"score_spread":0.20247206604582038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551746214","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04075197,0.0007025416,0.09045218,0.00010666494,0.0006564603,0.002003821,0.002011942,0.00072494394,0.8625895],"genre_scores_gemma":[0.9949255,0.00017394163,0.0009617045,0.00012029105,0.00013311314,0.000035665013,0.0014062976,0.000056639696,0.0021868255],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904525,0.0000062542126,0.00036614807,0.00015693966,0.0002823992,0.00014300222],"domain_scores_gemma":[0.9993138,0.00004690345,0.00011567317,0.00012805792,0.00028806383,0.00010753583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000097274984,0.00027932966,0.00027529523,0.00046665774,0.000041904226,0.000034832014,0.000054828226,0.00024037753,0.0003970137],"category_scores_gemma":[0.000012945551,0.0003069957,0.00012212759,0.00006407869,0.00009167236,0.00035458704,0.0000251092,0.00018588065,0.00011589215],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001848984,0.000014612234,0.00016288352,0.00040479313,0.00031466846,0.000003689421,0.008610089,0.0005233247,0.0008442058,0.031094952,0.00046670035,0.95737517],"study_design_scores_gemma":[0.010746167,0.0043475106,0.0032573347,0.0075113997,0.0026760767,0.00009277535,0.0015393231,0.05622643,0.0756463,0.15893458,0.67048645,0.008535678],"about_ca_topic_score_codex":0.000009138885,"about_ca_topic_score_gemma":0.000018989831,"teacher_disagreement_score":0.95417356,"about_ca_system_score_codex":0.000017987024,"about_ca_system_score_gemma":0.0000103596485,"threshold_uncertainty_score":0.9999382},"labels":[],"label_agreement":null},{"id":"W1552269566","doi":"10.1016/s1363-0814(05)80006-1","title":"Chapter 3 Exploring the concept of cybercartography using the holonic tenets of integral theory","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Variety (cybernetics); Geomatics; Meaning (existential); Set (abstract data type); Interface (matter); Through-the-lens metering; Epistemology; Computer science; Sociology; Knowledge management; Management science; Engineering; Artificial intelligence; Geography; Lens (geology); Cartography; Philosophy","score_opus":0.05734647917493128,"score_gpt":0.24495414003790217,"score_spread":0.1876076608629709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552269566","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0720714,0.082653515,0.562464,0.001923961,0.0047176112,0.0029419276,0.00019265748,0.00078133406,0.2722536],"genre_scores_gemma":[0.99396986,0.0006953195,0.0037165314,0.0002940029,0.00020529915,0.000024942328,0.0000036728436,0.000057831243,0.0010325164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99750286,0.000110284476,0.0007049843,0.00060274196,0.00064666447,0.00043248467],"domain_scores_gemma":[0.9968316,0.0004342709,0.0005942444,0.0018423012,0.00023393072,0.000063635736],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061664975,0.00051825744,0.00070530217,0.00050532725,0.00020595796,0.00007169931,0.002259501,0.00021627331,0.000027703303],"category_scores_gemma":[0.000017822491,0.00029880158,0.0011354487,0.00021150663,0.0014020753,0.000261474,0.0005179869,0.00056979916,0.0000029563987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022926308,0.00002430437,0.00021028829,0.000026535094,0.00042802285,0.000009264559,0.0058085634,0.00036131064,0.0003548331,0.89913636,0.0000715767,0.09354604],"study_design_scores_gemma":[0.001293234,0.00064457685,0.002770311,0.0015538209,0.0011060649,0.00017914074,0.0011314978,0.010656113,0.01051189,0.9079495,0.059861902,0.0023419564],"about_ca_topic_score_codex":0.00008798223,"about_ca_topic_score_gemma":0.000064557804,"teacher_disagreement_score":0.9218985,"about_ca_system_score_codex":0.000016786787,"about_ca_system_score_gemma":0.000061917846,"threshold_uncertainty_score":0.9999464},"labels":[],"label_agreement":null},{"id":"W1574624437","doi":"10.1016/s1363-0814(05)80025-5","title":"Chapter 22 Applying a cybercartographic human interface (CHI) model to create a cybercartographic atlas of canada's trade with the world","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Atlas (anatomy); Interface (matter); Interface design; Computer science; Knowledge management; Relation (database); Control (management); Process management; Human–computer interaction; Engineering; Artificial intelligence; Data mining; Geology","score_opus":0.020949134064370076,"score_gpt":0.2516457635716234,"score_spread":0.2306966295072533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574624437","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007280783,0.0018982175,0.0014179812,0.0040628314,0.00027963362,0.0039866567,0.0003569697,0.00031201364,0.9804049],"genre_scores_gemma":[0.9333379,0.00023273776,0.00036677127,0.0009236728,0.00031490665,0.00057290436,0.000028790464,0.00018080903,0.06404146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99347246,0.00011761763,0.0014003279,0.0010156303,0.002647946,0.0013460374],"domain_scores_gemma":[0.9963236,0.00017949314,0.0010646216,0.0013058528,0.0005697048,0.0005567402],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011298073,0.00117555,0.0014381786,0.0025362174,0.0022240249,0.00021525832,0.0013527134,0.0004210223,0.0001558332],"category_scores_gemma":[0.000012765865,0.0009353424,0.0010612257,0.0012452424,0.001666597,0.00029725942,0.00026051264,0.0010574488,0.000009187795],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027096705,0.00011264504,0.0040799407,0.00035451987,0.004021115,0.00003513351,0.08152018,0.01186483,0.00016182703,0.86925644,0.022726621,0.0055957837],"study_design_scores_gemma":[0.0010368385,0.00025060974,0.00078839384,0.0013923872,0.00087980187,0.000015736634,0.004758045,0.00056257815,0.00004918399,0.009452221,0.97827286,0.002541369],"about_ca_topic_score_codex":0.13341257,"about_ca_topic_score_gemma":0.9591992,"teacher_disagreement_score":0.9555462,"about_ca_system_score_codex":0.00017900216,"about_ca_system_score_gemma":0.00046175966,"threshold_uncertainty_score":0.9993097},"labels":[],"label_agreement":null},{"id":"W1595079926","doi":"10.1016/s1363-0814(05)80011-5","title":"Chapter 8 Cybercartography and the new economy: Collaborative research in action","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Deutsches Krebsforschungszentrum","keywords":"Action research; Process (computing); Knowledge management; Government (linguistics); Action (physics); Public relations; Political science; Engineering; Business; Engineering ethics; Sociology; Computer science; Pedagogy","score_opus":0.05324087106437167,"score_gpt":0.26139168410540065,"score_spread":0.20815081304102898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595079926","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032404542,0.00060712325,0.00033487406,0.009519153,0.0001960823,0.0012040014,0.000022242633,0.000095230105,0.98478085],"genre_scores_gemma":[0.8054676,0.0009871549,0.00025256848,0.007722683,0.004774258,0.00007835442,0.00016828455,0.00028079827,0.1802683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977517,0.000026465574,0.00044528887,0.00070953235,0.000636307,0.00043068852],"domain_scores_gemma":[0.9985117,0.000107763466,0.00038702984,0.00051106734,0.00044634263,0.000036135134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084904354,0.00044892964,0.00047834328,0.0024746205,0.00037640074,0.0004995394,0.0003820369,0.00060917164,0.00040109127],"category_scores_gemma":[0.000009875758,0.0004063925,0.0002181284,0.0007363448,0.00056701055,0.0012650727,0.0003366377,0.0015555546,0.000083554805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024054668,0.000021800763,0.0011181661,0.00004726359,0.0001647345,0.000011883401,0.00041170028,0.00007622456,0.000009612381,0.9764896,0.0076242597,0.013784227],"study_design_scores_gemma":[0.0016040978,0.000010953509,0.0001626735,0.0001087886,0.000076391836,0.0000011984973,0.0001890678,0.001291765,0.0000040108657,0.21945548,0.7767163,0.00037926366],"about_ca_topic_score_codex":0.00048538946,"about_ca_topic_score_gemma":0.0012693078,"teacher_disagreement_score":0.80451256,"about_ca_system_score_codex":0.00011893874,"about_ca_system_score_gemma":0.000072028604,"threshold_uncertainty_score":0.99983877},"labels":[],"label_agreement":null},{"id":"W1607887003","doi":"10.1016/s1363-0814(05)80010-3","title":"Chapter 7 The cartographer as mediator: Cartographic representation from shared geographic information","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geospatial analysis; Interoperability; Computer science; Framing (construction); Data science; Mediation; Representation (politics); Semantic interoperability; Architecture; Meaning (existential); Geography; Cartography; World Wide Web; Epistemology; Sociology; Political science; Archaeology","score_opus":0.020992471454717564,"score_gpt":0.25820748666437304,"score_spread":0.2372150152096555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607887003","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026428595,0.008150179,0.00043478367,0.0029989516,0.0022568747,0.0030016769,0.0009200391,0.0009004768,0.97869414],"genre_scores_gemma":[0.91221535,0.02481741,0.00046288362,0.0048980713,0.0043834248,0.0012194434,0.0029568777,0.00034345282,0.04870308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928321,0.00019534695,0.0018633758,0.00085134106,0.003187865,0.001069919],"domain_scores_gemma":[0.994692,0.000403673,0.0016233774,0.0016082934,0.0012320105,0.0004405918],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012716604,0.0010677184,0.00103534,0.0025629008,0.0024969114,0.0008457404,0.0012963881,0.0011648193,0.0018399182],"category_scores_gemma":[0.00009712667,0.00092901883,0.0019648243,0.0008953169,0.001985139,0.0022045327,0.00027100203,0.001106555,0.00086809456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016266113,0.00006481464,0.03127992,0.000114924915,0.003708052,0.000019337587,0.1723453,0.00011174189,0.00001235257,0.7138448,0.024021246,0.05431488],"study_design_scores_gemma":[0.0006414265,0.00005672777,0.0022642256,0.00018460474,0.00049234804,0.0000045729275,0.0051647522,0.000055145672,0.000004559166,0.056508634,0.9335317,0.0010913038],"about_ca_topic_score_codex":0.013134428,"about_ca_topic_score_gemma":0.016958188,"teacher_disagreement_score":0.92999107,"about_ca_system_score_codex":0.00009188491,"about_ca_system_score_gemma":0.00017943249,"threshold_uncertainty_score":0.9999098},"labels":[],"label_agreement":null},{"id":"W205464183","doi":"10.1016/b978-0-444-62713-1.00017-9","title":"The Role of Experience in the Iterative Development of the Lake Huron Treaty Atlas","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Treaty; Status quo; Atlas (anatomy); Iterative and incremental development; Indigenous; Dimension (graph theory); Geography; Political science; Cartography; Management; Law; Geology; Economics; Mathematics; Ecology","score_opus":0.02045050234911849,"score_gpt":0.2556781323885822,"score_spread":0.23522763003946373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W205464183","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019323412,0.0023719962,0.00012926401,0.00031803796,0.00030061393,0.0011258728,0.000034070636,0.000020789968,0.97637594],"genre_scores_gemma":[0.9920536,0.00014739549,0.00003381338,0.00005413995,0.00004574649,0.00011834662,0.0000038093776,0.000009859238,0.0075332494],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790394,0.0001596415,0.0006266033,0.0001697086,0.0009015881,0.00023851349],"domain_scores_gemma":[0.99842423,0.00026641355,0.0005826763,0.00042488115,0.00027763072,0.000024140407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010047578,0.00020566858,0.00030389472,0.00015284095,0.00091133005,0.00005111729,0.0007498342,0.0001438803,0.000011438196],"category_scores_gemma":[0.000033367047,0.00010188081,0.00029442317,0.00021552727,0.0011092796,0.00006904999,0.00010453144,0.00019570984,0.0000033949618],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013179277,0.00001346664,0.021738324,0.000028109916,0.00012244142,2.1782073e-7,0.7922571,0.000009440632,0.000009921715,0.17157435,0.00022452312,0.014008949],"study_design_scores_gemma":[0.0001265638,0.000020433032,0.0063720937,0.00017601423,0.00002219724,4.158789e-7,0.026181342,0.000010975701,0.00007669693,0.010660003,0.9561773,0.00017598635],"about_ca_topic_score_codex":0.00029429895,"about_ca_topic_score_gemma":0.029387614,"teacher_disagreement_score":0.9727302,"about_ca_system_score_codex":0.000020763091,"about_ca_system_score_gemma":0.00010252553,"threshold_uncertainty_score":0.9883235},"labels":[],"label_agreement":null},{"id":"W2202623997","doi":"10.1016/b978-0-444-62713-1.00018-0","title":"Considerations for Informed Consent in the Context of Online, Interactive, Atlas Creation","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Informed consent; Digitization; Engineering ethics; Research ethics; The Internet; Context (archaeology); Indigenous; Work (physics); Information ethics; Public relations; Sociology; Knowledge management; Political science; Computer science; World Wide Web; Engineering; Geography; Medicine; Alternative medicine","score_opus":0.05462756864192847,"score_gpt":0.3207940678945627,"score_spread":0.26616649925263425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202623997","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012368225,0.00038952427,0.0027541474,0.0028112123,0.0005638577,0.0033018216,0.00050751236,0.00006498857,0.9883701],"genre_scores_gemma":[0.9873191,0.00043084027,0.0003702873,0.00091414514,0.00016830323,0.00022455507,0.00017449594,0.00001968145,0.010378571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818146,0.00008655098,0.0008156914,0.000184279,0.0004999915,0.00023201792],"domain_scores_gemma":[0.99493665,0.0033203615,0.00069119665,0.00027056964,0.0007392702,0.00004195939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006812564,0.00022944207,0.0004603737,0.00063696806,0.00041896035,0.00007831235,0.00019760588,0.00024606122,0.000040138508],"category_scores_gemma":[0.00056610483,0.0001872978,0.000399701,0.000110785375,0.0006984062,0.00014900918,0.000028784403,0.00020650165,0.0000072980074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035256613,0.00002939836,0.0014757661,0.00014047146,0.00021227432,6.1122876e-7,0.11705166,0.000017775597,0.0000023782827,0.8667829,0.012140818,0.0021106924],"study_design_scores_gemma":[0.0010338384,0.00012647874,0.0009085404,0.00053524296,0.00014219555,0.0000030732608,0.03745582,0.0001324772,0.0000067239052,0.114821844,0.84441435,0.00041943864],"about_ca_topic_score_codex":0.0016604033,"about_ca_topic_score_gemma":0.12990385,"teacher_disagreement_score":0.9860823,"about_ca_system_score_codex":0.00005121343,"about_ca_system_score_gemma":0.00037649146,"threshold_uncertainty_score":0.88597316},"labels":[],"label_agreement":null},{"id":"W2747137881","doi":"10.1016/b978-0-444-62713-1.00010-6","title":"Interactive Audiovisual Design for Cartography","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Noise Effects and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Digital mapping; Computer science; Sound (geography); Web mapping; Geography; Cartography; World Wide Web; Human–computer interaction; Web page; Web design; Acoustics","score_opus":0.06353544056300772,"score_gpt":0.3741151955988068,"score_spread":0.31057975503579904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747137881","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000059083526,0.00093398057,0.51622045,0.00031669653,0.002934422,0.007051735,0.000283442,0.0004360875,0.47176412],"genre_scores_gemma":[0.07622152,0.00083981734,0.013518002,0.009960681,0.006318784,0.0075249784,0.0010777973,0.0013322164,0.8832062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963151,0.00029893607,0.00086337706,0.0010570353,0.00049664103,0.00096888706],"domain_scores_gemma":[0.99624246,0.0013575747,0.00072521594,0.00094883464,0.0004258287,0.00030007586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001010406,0.00083032233,0.0011305453,0.0011171987,0.00085337856,0.000037653164,0.0004345289,0.00081071374,0.00040310234],"category_scores_gemma":[0.00004453197,0.00076169043,0.0012695445,0.00010204868,0.00016732942,0.00008990128,0.00024480917,0.0011539294,0.00029198398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010942497,0.000103583254,0.00021781749,0.0025194515,0.0028715609,0.000027621858,0.004037895,0.0001382842,0.0003209389,0.24310018,0.69152325,0.05404517],"study_design_scores_gemma":[0.001383476,0.00058610295,0.00005144973,0.0008395234,0.0006190331,7.2207536e-7,0.00007611721,0.0005178646,0.000019778541,0.06465746,0.9304289,0.0008195664],"about_ca_topic_score_codex":0.00006369872,"about_ca_topic_score_gemma":0.00010543266,"teacher_disagreement_score":0.5027024,"about_ca_system_score_codex":0.00012289386,"about_ca_system_score_gemma":0.00014439535,"threshold_uncertainty_score":0.9994834},"labels":[],"label_agreement":null},{"id":"W2747249165","doi":"10.1016/b978-0-444-62713-1.00019-2","title":"Cybercartography and Traditional Knowledge","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Representation (politics); Knowledge management; Data science; Epistemology; Computer science; Sociology; Management science; Political science; Engineering; Law","score_opus":0.04237850653212865,"score_gpt":0.2531796932482741,"score_spread":0.21080118671614545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747249165","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015624647,0.004788837,0.0008189845,0.00037189014,0.00076892605,0.0005326526,0.00013041815,0.00026819055,0.99216384],"genre_scores_gemma":[0.673734,0.0044643027,0.00047114675,0.00079526094,0.0025818956,0.00020984652,0.0002265097,0.0001641114,0.31735292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976253,0.00007244455,0.0005615496,0.00047801394,0.0007906921,0.00047198244],"domain_scores_gemma":[0.9984356,0.00022292935,0.00031703367,0.00034725704,0.00040433218,0.000272855],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008011651,0.00045342123,0.00059641135,0.0011792833,0.0011667878,0.00016359905,0.00028351267,0.0005716697,0.00019535476],"category_scores_gemma":[0.0000199001,0.00047804436,0.0006269336,0.0001970239,0.0014515475,0.00016424073,0.0000793762,0.0004024445,0.00012344956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004753585,0.00001029243,0.0007211443,0.00007209088,0.00024980417,0.0000017936983,0.0147985015,7.1626e-7,7.485123e-7,0.95966846,0.01522891,0.009242783],"study_design_scores_gemma":[0.00020527374,0.000035336787,0.0004977642,0.00012749381,0.00009433544,0.0000039064703,0.00034437174,0.00001084701,2.711419e-7,0.16168042,0.8365404,0.0004595919],"about_ca_topic_score_codex":0.00020997929,"about_ca_topic_score_gemma":0.0019441871,"teacher_disagreement_score":0.8213115,"about_ca_system_score_codex":0.000035980698,"about_ca_system_score_gemma":0.00008943526,"threshold_uncertainty_score":0.9997671},"labels":[],"label_agreement":null},{"id":"W2972368819","doi":"10.1016/b978-0-444-64193-9.00023-3","title":"Representing complementary user perspectives in a language atlas","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; Faculty of Arts and Social Sciences, Carleton University; Carleton University; Alexander von Humboldt-Stiftung","keywords":"Atlas (anatomy); Computer science; Linguistics; Relation (database); Cartography; Representation (politics); Artificial intelligence; Natural language processing; Geography; Data mining","score_opus":0.01768767379351895,"score_gpt":0.27055057039734143,"score_spread":0.2528628966038225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972368819","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018212722,0.11009639,0.30963272,0.0018926471,0.0007636146,0.0024897312,0.00014819448,0.0033053528,0.5698501],"genre_scores_gemma":[0.2742622,0.0004055741,0.5417343,0.0014146087,0.00060201203,0.00008645856,0.00022857578,0.00035969424,0.18090662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975203,0.000040588937,0.00040214692,0.0010777363,0.0005304038,0.0004288245],"domain_scores_gemma":[0.9982201,0.00006806867,0.0002576669,0.0012745082,0.0001086689,0.0000710116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025449615,0.0004403653,0.00049295876,0.0009359749,0.00007498119,0.0002169564,0.0014068432,0.0002567479,0.00006993047],"category_scores_gemma":[0.000012712733,0.0004343432,0.00034491543,0.00019722748,0.00009106858,0.00042441735,0.00084040704,0.0007587555,0.000034854005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004034184,0.00013370685,0.0041421433,0.0004105836,0.0003514977,0.00096839044,0.03029719,0.000025113042,0.0029092564,0.88708955,0.010273321,0.06335892],"study_design_scores_gemma":[0.0025529456,0.00039689383,0.00056404097,0.0034142989,0.00018900586,0.00018074365,0.001506827,0.015930124,0.0037411514,0.84358865,0.12220805,0.0057272813],"about_ca_topic_score_codex":0.00023100816,"about_ca_topic_score_gemma":0.00022986472,"teacher_disagreement_score":0.38894343,"about_ca_system_score_codex":0.00009616409,"about_ca_system_score_gemma":0.00007293916,"threshold_uncertainty_score":0.9998108},"labels":[],"label_agreement":null},{"id":"W2972387413","doi":"10.1016/b978-0-444-64193-9.00016-6","title":"Cybercartography and the historical geography of Roman Britain","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geomatics; Geography; Geographic information system; Fuzzy set; Set (abstract data type); Selection (genetic algorithm); Fuzzy logic; Computer science; Cartography; Data mining; Data science; Remote sensing; Artificial intelligence","score_opus":0.012622931021272923,"score_gpt":0.21895155922888032,"score_spread":0.2063286282076074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972387413","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007886037,0.02080549,0.00023818227,0.0012927406,0.0010007779,0.0015773631,0.000082090846,0.0001555798,0.97405916],"genre_scores_gemma":[0.8187074,0.013544296,0.00037326524,0.0008581483,0.00079244934,0.000189926,0.00006535114,0.00019067846,0.16527848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996392,0.00017495395,0.0010075559,0.0005145481,0.0013720964,0.0005388364],"domain_scores_gemma":[0.9971317,0.00048118213,0.00086125307,0.0007515092,0.000606322,0.00016804985],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001729134,0.00051733915,0.0011715861,0.0014312878,0.000814488,0.00010718481,0.0005914318,0.0005805918,0.00006407982],"category_scores_gemma":[0.000048623,0.00041153567,0.0015304696,0.00042414176,0.002853052,0.0002018756,0.0001931261,0.000535752,0.00001939455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007870798,0.000021926639,0.016473096,0.00018512199,0.0009196026,0.0000030621661,0.017705351,0.0000032608918,0.000001129169,0.95102435,0.009801973,0.0037823955],"study_design_scores_gemma":[0.0010789775,0.00006967069,0.0016424666,0.00018528067,0.0003389609,0.000003942615,0.00087125,0.000011837962,4.649275e-7,0.1023035,0.8929426,0.0005510335],"about_ca_topic_score_codex":0.004800985,"about_ca_topic_score_gemma":0.00190985,"teacher_disagreement_score":0.8831406,"about_ca_system_score_codex":0.00007429725,"about_ca_system_score_gemma":0.00010866204,"threshold_uncertainty_score":0.9998606},"labels":[],"label_agreement":null},{"id":"W2972560469","doi":"10.1016/b978-0-444-64193-9.00015-4","title":"Storytelling and Cybercartography: The William Commanda story","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Storytelling; Narrative; Oral tradition; Indigenous; Media studies; History; Visual arts; Sociology; Art; Literature; Anthropology","score_opus":0.01954425343918227,"score_gpt":0.23833881205399415,"score_spread":0.2187945586148119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972560469","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008747158,0.018559372,0.00034445332,0.00097186863,0.0014823386,0.001298144,0.00008752215,0.00024796894,0.97613364],"genre_scores_gemma":[0.58311146,0.018908173,0.00020555717,0.0021739036,0.0015500505,0.00013916717,0.00008134653,0.00022640385,0.39360392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729556,0.00014519232,0.00048496548,0.00046240859,0.0010778316,0.0005340504],"domain_scores_gemma":[0.99793833,0.00039169614,0.00046551216,0.00068331836,0.00036222916,0.00015890195],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014880366,0.00048729454,0.00061127933,0.0006871005,0.0021886702,0.0002083615,0.0005033645,0.00048514217,0.000072868825],"category_scores_gemma":[0.000018837129,0.00039590625,0.0006222554,0.00018496439,0.0017716767,0.00025172028,0.0001491634,0.0008392654,0.00009111465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004046249,0.00002440584,0.016850157,0.0003171046,0.001722818,0.000010275101,0.17268154,0.00007005035,0.0000038212993,0.7412423,0.042190935,0.024846127],"study_design_scores_gemma":[0.00018588964,0.000031681328,0.00057523994,0.00015148064,0.00013899223,0.0000023134207,0.0024493888,0.0000133764215,2.7676865e-7,0.015435548,0.9805544,0.00046138387],"about_ca_topic_score_codex":0.00052699255,"about_ca_topic_score_gemma":0.0036866586,"teacher_disagreement_score":0.9383635,"about_ca_system_score_codex":0.000053279957,"about_ca_system_score_gemma":0.00013360057,"threshold_uncertainty_score":0.99984926},"labels":[],"label_agreement":null},{"id":"W2972573899","doi":"10.1016/b978-0-444-64193-9.00021-x","title":"Cybercartography in Kyrgyzstan: Reforming high mountain pasture governance policy in Naryn province","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Pasture; Corporate governance; Geography; Political science; Forestry; Business; Finance","score_opus":0.004168029018027551,"score_gpt":0.18629569650177302,"score_spread":0.18212766748374548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972573899","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11592873,0.00092044513,0.00005355895,0.0010878121,0.00035161088,0.0018966515,0.00012024126,0.00010551948,0.87953544],"genre_scores_gemma":[0.82103723,0.001164452,0.00031524486,0.00065242767,0.00020834565,0.000115669,0.000114066126,0.00015194392,0.17624062],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686795,0.000049899732,0.00060625514,0.0010964387,0.0005671521,0.00081228913],"domain_scores_gemma":[0.99871504,0.000046162124,0.0003423204,0.0007677281,0.000008742021,0.00011997455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026785964,0.00065595855,0.0007294113,0.0007284354,0.0000860052,0.000039857703,0.0006689739,0.00041601702,0.0007857902],"category_scores_gemma":[0.0000075238977,0.000638467,0.00033794955,0.0004251012,0.00027631203,0.00034826287,0.0004767117,0.0007943132,0.00023688778],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003799716,0.00040573717,0.7049215,0.0003491161,0.00019539254,0.0012868065,0.0014507718,0.0044233603,0.00027465008,0.23448159,0.012501939,0.039329175],"study_design_scores_gemma":[0.0019467988,0.00041739878,0.3289799,0.00038558882,0.00006550315,0.000022619688,0.000059647944,0.0003254643,0.000010456381,0.07905176,0.5870272,0.0017076684],"about_ca_topic_score_codex":0.004737316,"about_ca_topic_score_gemma":0.046257406,"teacher_disagreement_score":0.70510846,"about_ca_system_score_codex":0.00055418164,"about_ca_system_score_gemma":0.000058618873,"threshold_uncertainty_score":0.99960667},"labels":[],"label_agreement":null},{"id":"W2972915749","doi":"10.1016/b978-0-444-64193-9.00013-0","title":"Developments in the Nunaliit Cybercartographic Atlas Framework","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Atlas (anatomy); Computer science; Data science; The Internet; World Wide Web; Systems engineering; Engineering; Geology","score_opus":0.02647138342503253,"score_gpt":0.2703304375484371,"score_spread":0.24385905412340458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972915749","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009044948,0.0021914493,0.00019214851,0.00062826305,0.0010843882,0.0014636932,0.00005754314,0.00013782542,0.9933402],"genre_scores_gemma":[0.898526,0.0030024974,0.0005289098,0.0022714846,0.0005945812,0.00023883104,0.00009907715,0.00011447099,0.09462414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957702,0.00016544982,0.0008883866,0.0005413387,0.0018664454,0.0007681672],"domain_scores_gemma":[0.9979014,0.00043112706,0.00049297756,0.0007816227,0.0002804563,0.00011246557],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017641685,0.00055646274,0.00068082253,0.001382954,0.0008428799,0.0002616348,0.0010851378,0.0008808974,0.000089179775],"category_scores_gemma":[0.000050767987,0.00045607562,0.0007156579,0.00072891917,0.0007028459,0.00025076987,0.00012961391,0.0010332635,0.00034320744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000934057,0.000018786617,0.024747169,0.000062921616,0.00024453097,0.000012054232,0.06308341,0.000012155508,2.485404e-7,0.9068556,0.0030931642,0.0018606128],"study_design_scores_gemma":[0.00019081861,0.000021496322,0.0046528955,0.00041790822,0.000060797243,0.0000028648428,0.0029823976,0.0000019761092,1.7946876e-7,0.11538512,0.8757145,0.0005690331],"about_ca_topic_score_codex":0.0011723314,"about_ca_topic_score_gemma":0.0066120476,"teacher_disagreement_score":0.89871603,"about_ca_system_score_codex":0.00008342076,"about_ca_system_score_gemma":0.0002557208,"threshold_uncertainty_score":0.9997891},"labels":[],"label_agreement":null},{"id":"W2979701169","doi":"10.1016/b978-0-12-815343-7.00011-7","title":"Broadening the cybercartographic research and education network","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Reflexivity; Tourism; Sociology; Context (archaeology); Value (mathematics); Pedagogy; Geography; Social science; Archaeology","score_opus":0.07142322449163607,"score_gpt":0.26436271185672183,"score_spread":0.19293948736508576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979701169","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014833261,0.015963705,0.000003128894,0.00052566244,0.0010413972,0.00063631317,0.00004256032,0.000075289754,0.9802286],"genre_scores_gemma":[0.16049853,0.0014027585,0.000023146951,0.00052841177,0.0033175652,0.000059293125,0.00011817052,0.000103871236,0.83394825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822676,0.000048841997,0.00028754296,0.00049191085,0.00050609483,0.00043887415],"domain_scores_gemma":[0.99877566,0.00011002828,0.00012173918,0.0005534205,0.000344391,0.00009473239],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003658715,0.0003398697,0.00031718807,0.00025445037,0.0010668801,0.00059922255,0.00030592454,0.00020941578,0.00096490514],"category_scores_gemma":[0.000002869909,0.00022695269,0.00027841335,0.000048929458,0.00084072055,0.00014262275,0.00013355835,0.000892961,0.00010484866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011958819,0.000013849671,0.000082823855,0.000064779095,0.00010604444,0.0000015858863,0.0076124603,0.0000022787049,0.000005166066,0.90819144,0.06659157,0.017316012],"study_design_scores_gemma":[0.0000643321,0.00007588506,0.0000483093,0.00020436465,0.000045646808,0.000004225963,0.0005698905,0.000016143518,3.4464952e-7,0.17296268,0.8257558,0.00025241324],"about_ca_topic_score_codex":0.0002712843,"about_ca_topic_score_gemma":0.0017821392,"teacher_disagreement_score":0.7591642,"about_ca_system_score_codex":0.0000163992,"about_ca_system_score_gemma":0.00008022471,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W2979786041","doi":"10.1016/b978-0-12-815343-7.00008-7","title":"Talk, templates and developing a geospatial archives tradition","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Carleton University","funders":"","keywords":"Geospatial analysis; Reflexivity; Geography; Geomatics; Data science; Sociology; Cartography; Computer science; Social science","score_opus":0.025772784537069153,"score_gpt":0.24143737399450113,"score_spread":0.21566458945743197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979786041","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029703164,0.0019290322,0.0029965627,0.0005073715,0.0006362381,0.0008822081,0.00012203575,0.00019843556,0.9897578],"genre_scores_gemma":[0.90251404,0.003546143,0.0014461523,0.00044828432,0.0008197679,0.000090454814,0.00020914488,0.00009629402,0.09082971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840945,0.000036481255,0.0004122646,0.00032775008,0.0004990821,0.00031496803],"domain_scores_gemma":[0.99915683,0.00015039257,0.00030726034,0.0001933878,0.00010172039,0.00009038575],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025775688,0.0003039954,0.00042106042,0.0006316898,0.00071305723,0.00013839507,0.0001697465,0.00027692874,0.000038569717],"category_scores_gemma":[0.000012410321,0.0003090408,0.00025171033,0.000082442675,0.00054126995,0.00023037422,0.00006514686,0.00023566402,0.000032916872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002028875,0.0000074319696,0.0029986196,0.00029739185,0.00046569732,0.000009855454,0.07000828,0.000006533817,0.000009604677,0.9053442,0.0007775071,0.020054627],"study_design_scores_gemma":[0.0004418841,0.00006525843,0.0029640626,0.00064650056,0.000115292445,0.000013065015,0.0032454785,0.00009087507,0.000004505261,0.28403947,0.7074032,0.0009704042],"about_ca_topic_score_codex":0.00056456705,"about_ca_topic_score_gemma":0.0018837715,"teacher_disagreement_score":0.89954376,"about_ca_system_score_codex":0.000024318857,"about_ca_system_score_gemma":0.00014334124,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W2980696602","doi":"10.1016/b978-0-12-815343-7.00007-5","title":"Workhouses and residential schools","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Poorhouse; Framing (construction); Irish; Political science; Geography; Social science; Sociology; History; Archaeology","score_opus":0.02648834985900352,"score_gpt":0.19808207704730724,"score_spread":0.1715937271883037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980696602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001583829,0.0053211735,0.000010894106,0.00016387492,0.000729065,0.00031019357,0.00017737188,0.00015449563,0.9915491],"genre_scores_gemma":[0.10425141,0.0006712088,0.000036641937,0.00044424392,0.0013632013,0.000010232352,0.00006350854,0.000108071574,0.8930515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882406,0.00000896183,0.0002533728,0.00040948117,0.00027105788,0.0002330454],"domain_scores_gemma":[0.9993502,0.000016208362,0.00012332095,0.00032768663,0.00009071597,0.00009189812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005075254,0.00035312728,0.00037758556,0.00016579486,0.00027114642,0.00045931592,0.00015151751,0.00018710022,0.003469459],"category_scores_gemma":[0.0000016974178,0.00029003088,0.00031118508,0.0000072444013,0.00022952966,0.00017548964,0.00007899293,0.00037841834,0.00022166522],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028531324,0.000010650035,0.00006514884,0.0001368885,0.00022082638,0.000019898904,0.0064181276,0.0000010854843,0.000024355679,0.918713,0.06796084,0.0064006494],"study_design_scores_gemma":[0.00017475942,0.000056830122,0.00002763293,0.00021644322,0.00009818101,0.000002899654,0.00024949998,0.000008006369,0.0000020518708,0.030289887,0.96844953,0.00042428085],"about_ca_topic_score_codex":0.00015933362,"about_ca_topic_score_gemma":0.0019611747,"teacher_disagreement_score":0.9004887,"about_ca_system_score_codex":0.000009859426,"about_ca_system_score_gemma":0.00002605467,"threshold_uncertainty_score":0.9999552},"labels":[],"label_agreement":null},{"id":"W2981308921","doi":"10.1016/b978-0-12-815343-7.00012-9","title":"Conclusion","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Transdisciplinarity; Reflexivity; Context (archaeology); Sociology; Epistemology; Economic Justice; Engineering ethics; Management science; Political science; Social science; Geography; Philosophy; Engineering; Archaeology","score_opus":0.0264384098974573,"score_gpt":0.2916738117697329,"score_spread":0.26523540187227557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981308921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042091537,0.0017478765,0.00002769268,0.00078369,0.00141411,0.00053407886,0.00008008458,0.0002773286,0.9947142],"genre_scores_gemma":[0.26580918,0.001102132,0.00013782231,0.0005423884,0.00062121026,0.000013854356,0.00006593329,0.00009389321,0.7316136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785167,0.000044637225,0.0003304849,0.00055066956,0.0007813804,0.00044117426],"domain_scores_gemma":[0.99860936,0.00012557246,0.00025281138,0.0005433563,0.00028288807,0.00018599986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024297275,0.00035292518,0.0004085315,0.000774726,0.0007939409,0.0001587004,0.00052903243,0.0005413137,0.0037423123],"category_scores_gemma":[0.00001993427,0.00038837426,0.0008640382,0.000101508536,0.00067465496,0.00020714362,0.0001674155,0.000593222,0.0011988229],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035642304,0.00004447966,0.00052310195,0.00003973238,0.00034303832,0.000025243362,0.009069579,0.000013877194,0.00010153634,0.89387333,0.092300974,0.0036294549],"study_design_scores_gemma":[0.00011783619,0.00006003348,0.00006863836,0.00009626323,0.00009838711,0.0000012614972,0.0004470005,0.000010201813,0.0000027792016,0.07500172,0.92368245,0.0004134527],"about_ca_topic_score_codex":0.0009601696,"about_ca_topic_score_gemma":0.019046102,"teacher_disagreement_score":0.83138144,"about_ca_system_score_codex":0.00006918947,"about_ca_system_score_gemma":0.00015081413,"threshold_uncertainty_score":0.9998568},"labels":[],"label_agreement":null},{"id":"W41439632","doi":"10.1016/b978-0-444-62713-1.00014-3","title":"The Creation of the Inuit siku (Sea Ice) Atlas","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Atlas (anatomy); Geography; Conceptualization; Sea ice; Political science; Environmental resource management; Meteorology; Computer science; Geology; Environmental science","score_opus":0.023294131665055885,"score_gpt":0.3031505594831808,"score_spread":0.2798564278181249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W41439632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036096494,0.0019588699,0.00024330629,0.0017552907,0.0021091003,0.002029631,0.00018187004,0.000060520942,0.9880518],"genre_scores_gemma":[0.48932672,0.0020151301,0.00002911745,0.0017668221,0.0011937723,0.000256657,0.00004737299,0.0001347901,0.50522965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978654,0.00018505336,0.00062982895,0.00029441135,0.0003171368,0.0007082122],"domain_scores_gemma":[0.99743485,0.0005954351,0.00068787765,0.000806825,0.0004204699,0.000054509383],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000656064,0.0002842907,0.0004774146,0.000106614796,0.005045845,0.000007780217,0.00043638507,0.00059673627,0.00022412541],"category_scores_gemma":[0.00004046877,0.00015904193,0.0004812321,0.000059430608,0.000335984,0.000014478678,0.00035916222,0.0009005065,0.00014557071],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031626213,0.000075726304,0.06679906,0.0012927336,0.002141424,0.0000054601005,0.16196574,0.00009053576,0.000059665712,0.54560083,0.18652155,0.03513103],"study_design_scores_gemma":[0.00027223126,0.000101327,0.0032666451,0.00017372408,0.0001869482,7.4798555e-7,0.0007775206,0.0000611834,0.0000027190601,0.030975854,0.9639662,0.00021493033],"about_ca_topic_score_codex":0.0013539987,"about_ca_topic_score_gemma":0.09151228,"teacher_disagreement_score":0.7774446,"about_ca_system_score_codex":0.00013230377,"about_ca_system_score_gemma":0.00029049182,"threshold_uncertainty_score":0.99624944},"labels":[],"label_agreement":null},{"id":"W4211062450","doi":"10.1016/b978-0-12-815343-7.00001-4","title":"Introduction","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Context (archaeology); Presentation (obstetrics); Reflexivity; Sociology; Multidisciplinary approach; Economic Justice; Epistemology; Social science; Political science; History; Law; Philosophy; Archaeology","score_opus":0.06203913575548132,"score_gpt":0.31431962870386276,"score_spread":0.25228049294838145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211062450","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043931595,0.0018680249,0.00014249714,0.0034513758,0.0042086574,0.00016687463,0.0000151067725,0.00018103604,0.9899225],"genre_scores_gemma":[0.012148959,0.0004607656,0.00011272065,0.00023902483,0.0076509616,0.000005622793,0.00003912358,0.000056437068,0.9792864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985933,0.000032988835,0.0001933306,0.00044211542,0.0004489138,0.00028937592],"domain_scores_gemma":[0.99921423,0.000048196238,0.0001246732,0.00035751582,0.000108199165,0.00014717651],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026281757,0.0001978293,0.00028691808,0.0002999912,0.0003268865,0.000047699614,0.00021431193,0.0004243476,0.0016796734],"category_scores_gemma":[0.000021595779,0.0002210253,0.0003321023,0.000059660666,0.00033711293,0.000060499693,0.000018454826,0.0004110535,0.0007073638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007647125,0.000017303872,0.00010122401,0.00001979016,0.000065034714,0.0000022553668,0.012391719,0.0000040058226,0.000007013194,0.7060881,0.26406655,0.017229332],"study_design_scores_gemma":[0.000051937623,0.000028251226,0.000008095737,0.000014998006,0.000047234727,4.4309112e-7,0.0002598329,0.0000014328465,4.0407747e-7,0.040840313,0.9585095,0.00023755393],"about_ca_topic_score_codex":0.000371783,"about_ca_topic_score_gemma":0.00065167877,"teacher_disagreement_score":0.6944429,"about_ca_system_score_codex":0.00014457863,"about_ca_system_score_gemma":0.0003488797,"threshold_uncertainty_score":0.99923295},"labels":[],"label_agreement":null},{"id":"W4229667756","doi":"10.1016/b978-0-444-62713-1.00004-0","title":"Cybercartography and Volunteered Geographic Information","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Volunteered geographic information; Relevance (law); Data science; Visualization; Computer science; Political science; Data mining","score_opus":0.010535413336334298,"score_gpt":0.21983534307199093,"score_spread":0.20929992973565664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229667756","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004352094,0.0025011783,0.0022042517,0.00047866008,0.00085515284,0.0011233378,0.00017567708,0.0005454481,0.9916811],"genre_scores_gemma":[0.8443368,0.013697042,0.0009535591,0.003376155,0.0016235007,0.00044888564,0.0009385707,0.0002453232,0.13438016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964622,0.00008254171,0.0010110966,0.00043521938,0.0013136929,0.000695225],"domain_scores_gemma":[0.99732375,0.00014721963,0.0007459022,0.0006028087,0.00084426533,0.00033605695],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001145882,0.00063721975,0.00078619935,0.0026866524,0.0013905546,0.00042212347,0.0004171824,0.0008340561,0.00013714113],"category_scores_gemma":[0.000046909787,0.000674191,0.000676529,0.00036005848,0.0014363619,0.00076046714,0.00015685252,0.0005409489,0.0001797673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025224643,0.00000988175,0.008991449,0.0002591229,0.00068174093,0.0000026245807,0.026402598,0.000006252652,0.0000011527728,0.9102396,0.0148316985,0.03854865],"study_design_scores_gemma":[0.00035161592,0.00005336566,0.0011437308,0.0001553845,0.00015777636,0.0000042114802,0.0008222457,0.0000323812,2.9183153e-7,0.04643136,0.95015335,0.0006942608],"about_ca_topic_score_codex":0.0017386241,"about_ca_topic_score_gemma":0.0026141515,"teacher_disagreement_score":0.9353217,"about_ca_system_score_codex":0.0000388146,"about_ca_system_score_gemma":0.00007894162,"threshold_uncertainty_score":0.9999095},"labels":[],"label_agreement":null},{"id":"W4237905818","doi":"10.1016/b978-0-444-64193-9.00008-7","title":"Considerations for informed consent in the context of online, interactive, atlas creation","year":2019,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Informed consent; Digitization; Engineering ethics; Research ethics; The Internet; Context (archaeology); Indigenous; Work (physics); Information ethics; Sociology; Public relations; Knowledge management; Political science; Computer science; World Wide Web; Engineering; Geography; Medicine; Alternative medicine","score_opus":0.05712894347397146,"score_gpt":0.3231387702841898,"score_spread":0.26600982681021834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237905818","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001690711,0.00047160953,0.00055902643,0.0021222,0.0006265625,0.0038347575,0.0006889018,0.00004846925,0.98995775],"genre_scores_gemma":[0.9786599,0.0006242411,0.00029920536,0.0008399213,0.00012819469,0.00016815664,0.00021908554,0.0000220147,0.019039247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821675,0.00006753792,0.000782082,0.00018948088,0.0005124972,0.00023165278],"domain_scores_gemma":[0.9951999,0.0030826812,0.0006690646,0.00028608448,0.0007273943,0.000034864268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053901185,0.00022803181,0.00045990982,0.00064933987,0.00032266497,0.00007699019,0.00019842993,0.00025174223,0.000051408813],"category_scores_gemma":[0.00039878552,0.00018639298,0.00041168195,0.00011820319,0.0005574784,0.0002301788,0.000031706288,0.00021737121,0.000013098393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048918777,0.000044955927,0.003091234,0.00019302237,0.0002879734,8.464921e-7,0.15214685,0.000026609634,0.0000036814424,0.83116597,0.011698657,0.0012913132],"study_design_scores_gemma":[0.0014848693,0.0001680431,0.0017819968,0.00076457765,0.00018078399,0.0000038586727,0.07834411,0.00013723761,0.000008940749,0.10132091,0.8152478,0.0005569292],"about_ca_topic_score_codex":0.0016407077,"about_ca_topic_score_gemma":0.109656654,"teacher_disagreement_score":0.97696924,"about_ca_system_score_codex":0.000059944792,"about_ca_system_score_gemma":0.00067315745,"threshold_uncertainty_score":0.9065898},"labels":[],"label_agreement":null},{"id":"W4245033534","doi":"10.1016/s1363-0814(05)80002-4","title":"Acknowledgments","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Foreign Affairs and International Trade Canada; Department of Foreign Affairs and Trade, Australian Government; Scientific Committee on Antarctic Research","keywords":"Principal (computer security); Library science; Geomatics; Humanities; Sociology; Management; Art history; Cartography; Art; Geography; Computer science; Economics","score_opus":0.03277325862569457,"score_gpt":0.19308086205216546,"score_spread":0.16030760342647088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245033534","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001263999,0.011659402,0.0038251423,0.00042458592,0.00035597474,0.00015692286,0.00039083924,0.000060234226,0.9830005],"genre_scores_gemma":[0.05132219,0.0032389183,0.00042941133,0.0008631893,0.0009711255,0.000025897982,0.00021749489,0.00013468764,0.94279706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980953,0.0000029360276,0.00082175445,0.0007346409,0.000052891937,0.00029249952],"domain_scores_gemma":[0.998682,0.000017473269,0.0005424629,0.0005698092,0.00004263615,0.00014558197],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015010952,0.0003911014,0.00086579524,0.0007170087,0.000100312885,0.00006663972,0.00034822783,0.00037806484,0.004571618],"category_scores_gemma":[0.0000048280203,0.00047424875,0.0010570276,0.000051237323,0.00011475445,0.00011819892,0.00008164624,0.00028525633,0.0071887323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010743339,0.00003600309,0.0017871389,0.000024478819,0.00080561696,0.000006498155,0.0001257583,0.00013365972,7.004403e-7,0.9629739,0.021941595,0.012153897],"study_design_scores_gemma":[0.00015288027,0.000016503065,0.000083420455,0.000017542634,0.00003175937,0.0000011501119,9.753429e-7,0.0011361705,7.476062e-7,0.3301499,0.6680416,0.00036735338],"about_ca_topic_score_codex":0.00006266749,"about_ca_topic_score_gemma":0.00012330717,"teacher_disagreement_score":0.6461,"about_ca_system_score_codex":0.000102618,"about_ca_system_score_gemma":0.000018196635,"threshold_uncertainty_score":0.99977094},"labels":[],"label_agreement":null},{"id":"W43571695","doi":"10.1016/b978-0-444-62713-1.00001-5","title":"Some Recent Developments in the Theory and Practice of Cybercartography","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"General partnership; Epistemology; Construct (python library); Artifact (error); Engineering ethics; Sociology; Political science; Engineering; Computer science; Philosophy; Law; Artificial intelligence","score_opus":0.0250809260002514,"score_gpt":0.27967066053641815,"score_spread":0.25458973453616673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W43571695","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029123362,0.007676499,0.0002053521,0.0009535033,0.00037469648,0.00090451975,0.000025085,0.000047550693,0.98952156],"genre_scores_gemma":[0.88422024,0.07925829,0.0014175773,0.006597413,0.0008754826,0.00036916285,0.00007941721,0.0001430445,0.027039351],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996981,0.0005919153,0.0007102839,0.00031077303,0.0010484116,0.000357595],"domain_scores_gemma":[0.9970321,0.001456685,0.00063094404,0.00037953947,0.0004289657,0.00007173328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064439774,0.00030874644,0.00048442383,0.00091857935,0.00043495602,0.000078708756,0.000414352,0.00032351667,0.00001653457],"category_scores_gemma":[0.0002963161,0.00024485766,0.00023663831,0.00031959554,0.0009868974,0.0002590952,0.000096841955,0.00035208627,0.000010449045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038783965,0.000014745138,0.0012567722,0.000054396645,0.00019954656,0.0000025174086,0.06504077,9.874706e-7,9.461749e-7,0.9212687,0.00082599977,0.011295859],"study_design_scores_gemma":[0.0002140406,0.000028867918,0.0008963649,0.00014049157,0.00008485138,0.0000041422195,0.007195878,4.2542717e-7,6.1815183e-7,0.15264367,0.83853287,0.00025777312],"about_ca_topic_score_codex":0.00034486785,"about_ca_topic_score_gemma":0.0008061451,"teacher_disagreement_score":0.9624822,"about_ca_system_score_codex":0.000025868085,"about_ca_system_score_gemma":0.00008343319,"threshold_uncertainty_score":0.9985005},"labels":[],"label_agreement":null},{"id":"W61320577","doi":"10.1016/b978-0-444-62713-1.00022-2","title":"Conclusion and the Future of Cybercartography","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Indigenous; Big data; Scale (ratio); Data science; Emerging technologies; Work (physics); Political science; Geography; Engineering ethics; Engineering; Computer science; Cartography","score_opus":0.007909309618042969,"score_gpt":0.2250353840472468,"score_spread":0.2171260744292038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W61320577","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029828673,0.0171147,0.0005065318,0.0017295378,0.0008477928,0.0009280437,0.000052678948,0.00009857216,0.97842383],"genre_scores_gemma":[0.9092642,0.021678578,0.0001994655,0.0010942915,0.0018705198,0.00009850704,0.000041005496,0.00008630886,0.06566709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777234,0.00013006557,0.00061213895,0.00028542688,0.0009034175,0.00029662234],"domain_scores_gemma":[0.99808556,0.00026023577,0.00063574885,0.0004527296,0.0004632667,0.00010243293],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014444826,0.00032977542,0.00071343326,0.00055476854,0.0009799047,0.000067208195,0.00035794018,0.0004460208,0.000052186853],"category_scores_gemma":[0.00001647498,0.00023174407,0.00069990015,0.00018973017,0.003109489,0.00008354554,0.00017420853,0.00032499098,0.000009306364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003100324,0.0000026203334,0.00065047544,0.000068648646,0.00022298607,5.042751e-7,0.025591869,8.376504e-7,8.046152e-7,0.9597556,0.0032155388,0.010459112],"study_design_scores_gemma":[0.0006576837,0.00002438465,0.00012919746,0.000117434785,0.00014311924,0.000001648626,0.001946406,0.0000106406615,7.3615524e-7,0.1027801,0.8939372,0.0002514898],"about_ca_topic_score_codex":0.00060052524,"about_ca_topic_score_gemma":0.0021807274,"teacher_disagreement_score":0.91275674,"about_ca_system_score_codex":0.000012028345,"about_ca_system_score_gemma":0.000045262277,"threshold_uncertainty_score":0.99960345},"labels":[],"label_agreement":null},{"id":"W92112668","doi":"10.1016/b978-0-444-62713-1.00021-0","title":"The Preservation and Archiving of Geospatial Data and Cybercartography as a Proactive Preservation Process","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geospatial analysis; Process (computing); Computer science; Data science; Geography; Cartography","score_opus":0.032826348984856174,"score_gpt":0.2917397851019556,"score_spread":0.2589134361170994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92112668","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036119416,0.005785611,0.0078939805,0.0021421835,0.00054574764,0.005593666,0.00053216243,0.000263369,0.94112384],"genre_scores_gemma":[0.98614633,0.0031793376,0.00022306106,0.00009009236,0.00033147863,0.0001866246,0.00020500604,0.0000536574,0.009584438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974232,0.00012466278,0.0006275413,0.000502441,0.0009937524,0.00032842797],"domain_scores_gemma":[0.9972646,0.00047618282,0.00080291583,0.0007140684,0.0006389521,0.000103249935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015721022,0.00031128823,0.0004229555,0.0004303323,0.0012685118,0.00021623459,0.0006264624,0.000250908,0.0000048086113],"category_scores_gemma":[0.00023715076,0.00025472534,0.00012230304,0.00020419236,0.0012779407,0.0008291172,0.00040374332,0.00029454898,0.0000011970259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022796751,0.000039301183,0.057065047,0.0011114728,0.001912961,0.0000013825465,0.2126965,0.000025343905,0.0000150798505,0.62905014,0.0016944195,0.09616039],"study_design_scores_gemma":[0.00086882693,0.000265925,0.018172324,0.0008074703,0.00054723414,0.000005196671,0.007904857,0.003660596,0.000010046563,0.5048284,0.46185577,0.0010733559],"about_ca_topic_score_codex":0.002145814,"about_ca_topic_score_gemma":0.00833878,"teacher_disagreement_score":0.95002687,"about_ca_system_score_codex":0.000011409576,"about_ca_system_score_gemma":0.0001098512,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null}]}