{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"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"},"query_hash":"4413fa1f5fee","filters":{"venue":"Cartographic Perspectives"}},"results":[{"id":"W2626164772","doi":"10.14714/cp85.1372","title":"An Analysis of Interactive Solar Energy Web Maps for Urban Energy Sustainability","year":2017,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Sustainability; Outreach; Renewable energy; Computer science; Geographic information system; Variety (cybernetics); Data science; Set (abstract data type); Architectural engineering; World Wide Web; Geography; Engineering; Remote sensing; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01145312913956826,"gpt":0.3122506605218946,"spread":0.3007975313823263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002904786,0.0001721968,0.0003825329,0.0008181552,0.0003967628,0.0003470459,0.001413915,0.00007191795,0.00001011152],"category_scores_gemma":[0.0003040669,0.0001655714,0.0004142202,0.0008492517,0.0003730904,0.00117004,0.0001949981,0.00005879391,1.39747e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007233549,"about_ca_system_score_gemma":0.0001459651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004469744,"about_ca_topic_score_gemma":0.0007588787,"domain_scores_codex":[0.99853,0.0001193319,0.0002504401,0.0006242355,0.0002198163,0.0002561204],"domain_scores_gemma":[0.9967,0.00009840545,0.0003279854,0.00166603,0.001071869,0.000135658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002396065,0.0004158026,0.01606737,0.00001183172,0.0007476703,0.000002868911,0.003806323,0.0001092935,0.0003530154,0.9755237,0.0003432987,0.00259484],"study_design_scores_gemma":[0.001165167,0.0008255066,0.05828524,0.00002575543,0.001041961,0.000002313488,0.02418607,0.8409777,0.003098198,0.05442587,0.01512788,0.0008383007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01858393,0.0001954225,0.9791444,0.0004693193,0.000144099,0.00009279857,0.0001852131,0.0001001053,0.001084741],"genre_scores_gemma":[0.9983384,0.00009331863,0.001175122,0.00007412193,0.00005689155,0.00002399623,0.00006601996,0.000009686078,0.0001624137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9797545,"threshold_uncertainty_score":0.6751804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065760581","doi":"10.14714/cp44.512","title":"The Atlas of Canada Web Mapping: The User Counts","year":2003,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Atlas (anatomy); Thematic map; World Wide Web; The Internet; Computer science; Cartography; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01802509517962944,"gpt":0.2395473108735716,"spread":0.2215222156939421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007479233,0.00006664109,0.00008936552,0.0000564598,0.001224551,0.00003749491,0.0002024007,0.00003040866,0.00005592416],"category_scores_gemma":[0.0002995668,0.00003892294,0.00007377734,0.0006909569,0.0007679577,0.00005836132,0.00001375992,0.00008364933,0.000005487469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004827303,"about_ca_system_score_gemma":0.000452563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05843978,"about_ca_topic_score_gemma":0.3888762,"domain_scores_codex":[0.9990142,0.0001420518,0.0001471492,0.00008125247,0.0003975298,0.0002177921],"domain_scores_gemma":[0.9991637,0.0002125299,0.00009503974,0.0001761026,0.0003178376,0.00003477601],"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":[0.000001373815,0.000005896071,0.01960088,0.000004228266,0.00009076305,4.12116e-7,0.05335656,0.000001728833,0.000006922809,0.8893548,0.03750495,0.00007153917],"study_design_scores_gemma":[0.00004313602,0.0000030088,0.006744348,0.000004860697,0.000004337035,5.856545e-7,0.3116258,9.738076e-7,0.000003965846,0.0008312046,0.680695,0.00004275851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08481495,0.005353851,0.000011842,0.002900033,0.0008160992,0.0002968449,0.000008279123,0.00003227583,0.9057658],"genre_scores_gemma":[0.9959453,0.0006264354,0.0000076315,0.00004362529,0.00005127869,0.00001936322,1.698262e-7,0.000003348687,0.003302818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9111304,"threshold_uncertainty_score":0.9478301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047997478","doi":"10.14714/cp67.110","title":"Mountain Ski Maps of North America: Preliminary Survey and Analysis of Style","year":2010,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rendering (computer graphics); Style (visual arts); Geography; Cartography; Painting; Quarter (Canadian coin); Visual arts; Computer science; Computer graphics (images); Art; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.01289483759207387,"gpt":0.2846228705363008,"spread":0.2717280329442269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884063,0.0001844146,0.0005300454,0.001103467,0.00005732888,0.00001598522,0.0002246511,0.00008067397,0.0002587697],"category_scores_gemma":[0.00008569918,0.0001794575,0.0002122621,0.002357751,0.0007416406,0.00009023696,0.00006727356,0.000180485,0.000003064001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001247259,"about_ca_system_score_gemma":0.00001761205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398376,"about_ca_topic_score_gemma":0.00390167,"domain_scores_codex":[0.9984567,0.0002787343,0.0003350632,0.0004862703,0.0002290036,0.0002142808],"domain_scores_gemma":[0.9983776,0.0002709456,0.0003045714,0.0006582615,0.0003114932,0.00007716895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001261702,0.0003228312,0.9785808,0.00001850631,0.002183235,0.00000318058,0.01120739,0.00002793192,0.0001442877,0.004694331,0.0002578064,0.002433585],"study_design_scores_gemma":[0.0003088052,0.0002203787,0.9890855,0.000004474887,0.0006453319,0.000001181272,0.009051185,0.00006928388,0.00002406807,0.0001160327,0.0003197833,0.0001539542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950883,0.0007672501,0.0005261897,0.00005080162,0.0001288426,0.0002683151,0.0002428664,0.0000339169,0.002893483],"genre_scores_gemma":[0.9991416,0.0001306682,0.0002268338,0.000005047099,0.00002832492,0.00004340318,0.000170215,0.0000186452,0.0002352736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050478,"threshold_uncertainty_score":0.7318063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135381177","doi":"10.14714/cp81.1243","title":"Rethinking the Urban Bike Map for the 21st Century","year":2015,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Ideal (ethics); Order (exchange); Cycling; Computer science; Psychology; Public relations; Advertising; Sociology; Political science; Business; History; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04638762264251686,"gpt":0.3060113849877594,"spread":0.2596237623452425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001597081,0.0001256614,0.0001322298,0.00005900932,0.001441338,0.000171791,0.0006291833,0.00009027954,0.00003834013],"category_scores_gemma":[0.0002530562,0.00007006739,0.0002466223,0.0005488209,0.001486403,0.0002250105,0.00002688722,0.0002332587,0.000004611926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007026415,"about_ca_system_score_gemma":0.0001927834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481209,"about_ca_topic_score_gemma":0.00412546,"domain_scores_codex":[0.9986162,0.0001617329,0.0001483453,0.0003085675,0.0004017217,0.0003634701],"domain_scores_gemma":[0.9987471,0.0003786126,0.00007825274,0.0003690296,0.0003067405,0.000120262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005066498,0.00007876479,0.1433592,0.00001028133,0.00009868787,0.000001418076,0.5813202,0.000002348118,0.00002324301,0.266558,0.006773658,0.001723545],"study_design_scores_gemma":[0.000333644,0.00004085398,0.0438135,0.00001538428,0.00008711771,2.364477e-7,0.5589677,0.00001302687,0.00001461936,0.04845741,0.3480695,0.0001869106],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7167817,0.1119436,0.0008148932,0.0596339,0.004896665,0.003404849,0.00008174334,0.0006808985,0.1017617],"genre_scores_gemma":[0.9976444,0.0005136364,0.00007536187,0.0002110181,0.00104631,0.00007594742,0.000003285806,0.00001220399,0.0004178729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3412959,"threshold_uncertainty_score":0.9998587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807828362","doi":"10.14714/cp89.1429","title":"The Status of Web Mapping in North American Higher Education","year":2018,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scope (computer science); Curriculum; Inclusion (mineral); Web application; World Wide Web; Web technology; Sociology; Pedagogy; Computer science; The Internet; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.02710009533277121,"gpt":0.3465115311038076,"spread":0.3194114357710364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000221595,0.00007063195,0.0001018825,0.0003265827,0.0004001133,0.00003767334,0.0001757429,0.00002391822,0.0001204711],"category_scores_gemma":[0.0001148225,0.00005884621,0.00007541178,0.002067066,0.002280976,0.00008180421,0.00001289508,0.00009190408,0.000006000139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006311364,"about_ca_system_score_gemma":0.0007154862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01777324,"about_ca_topic_score_gemma":0.1027348,"domain_scores_codex":[0.9988973,0.0002081456,0.0001415767,0.0001758625,0.0001870859,0.0003900727],"domain_scores_gemma":[0.9991583,0.000110015,0.000111901,0.0001805045,0.00031955,0.0001197176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004864982,0.00007055605,0.8726414,0.000001458513,0.00001185624,4.975159e-8,0.07796524,1.178518e-7,0.00003162311,0.03962634,0.0003238328,0.009322674],"study_design_scores_gemma":[0.00004095585,0.00002026653,0.6241647,0.000003324701,0.000002668819,5.254406e-8,0.2024536,4.054573e-7,0.000002051388,0.0003885832,0.1728778,0.00004558876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324915,0.00185116,0.000001433776,0.002687065,0.0005704129,0.0001379892,0.000002883946,0.0000263891,0.06223113],"genre_scores_gemma":[0.9964024,0.002468129,0.00007058788,0.00009559042,0.0003667029,0.00002847833,0.000001516474,0.000005221148,0.0005613585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484767,"threshold_uncertainty_score":0.9887675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741208289","doi":"10.14714/cp86.1392","title":"Designing a Rule-based Wizard for Visualizing Statistical Data on Thematic Maps","year":2017,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Wizard; Thematic map; Workflow; Computer science; Set (abstract data type); Data mining; Selection (genetic algorithm); Visualization; Data science; Information retrieval; Database; Artificial intelligence; Cartography; Programming language; World Wide Web; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.09971607546974892,"gpt":0.3886855868987127,"spread":0.2889695114289638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005927294,0.0001835646,0.0002375456,0.000227599,0.0007866569,0.0009421752,0.002279743,0.00005090823,0.00001118224],"category_scores_gemma":[0.001139478,0.0001647702,0.00008169111,0.000188085,0.0002564828,0.0006698252,0.0003297841,0.0001047377,0.00001353124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002650469,"about_ca_system_score_gemma":0.0001019306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001158909,"about_ca_topic_score_gemma":0.000008316155,"domain_scores_codex":[0.9983926,0.0000839378,0.0002069182,0.000699183,0.0003103562,0.0003069863],"domain_scores_gemma":[0.9969156,0.0003937967,0.0001853781,0.002220268,0.0001560952,0.0001288407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000214667,0.0002243651,0.0007578197,0.00007268111,0.00008049144,0.00001486687,0.001383264,0.00003952889,0.0003813925,0.9885093,0.004951811,0.003563001],"study_design_scores_gemma":[0.002849203,0.0005884774,0.003432331,0.0005047228,0.0001544682,0.00001081222,0.005146934,0.916522,0.001511729,0.06190107,0.006290683,0.001087624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006434449,0.00009786073,0.9965159,0.0007569432,0.0001418383,0.0002501385,0.0002544435,0.0001522476,0.001187129],"genre_scores_gemma":[0.8469027,0.0000276492,0.152259,0.0003818051,0.0001249394,0.00003484438,0.0001777633,0.00002656575,0.00006473058],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9266083,"threshold_uncertainty_score":0.9085417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210909089","doi":"10.14714/cp99.1729","title":"uMap: A Free Open-Source Alternative to Google My Maps","year":2022,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Concordia University","funders":"","keywords":"Computer science; World Wide Web; Interoperability; Variety (cybernetics); Open source; Data science; Publication; Web application; Web mapping; Metadata; Web service; Software; Web 2.0","retraction":null,"screen_n_in":null,"score":{"opus":0.02643385422557177,"gpt":0.307995621261223,"spread":0.2815617670356513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001522776,0.000211509,0.0003292613,0.0007417522,0.003681111,0.0003013817,0.001836756,0.00004815679,0.0005796114],"category_scores_gemma":[0.0003894044,0.0002284618,0.0002116748,0.002674164,0.0005555768,0.0005249386,0.001620167,0.0003034592,0.00005993307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965725,"about_ca_system_score_gemma":0.0001433147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310001,"about_ca_topic_score_gemma":0.003836372,"domain_scores_codex":[0.9971287,0.0004660946,0.0003247225,0.0004911756,0.001010318,0.0005789847],"domain_scores_gemma":[0.9984618,0.0001549104,0.0001920718,0.0005395323,0.000421182,0.0002304384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004161592,0.0001108567,0.009557123,0.000006097107,0.0001818768,0.000007429358,0.6977583,0.000125504,0.00002743598,0.2535538,0.03802626,0.0006036572],"study_design_scores_gemma":[0.0004099224,0.0001111464,0.003256098,0.000009374597,0.00001242418,0.00000372327,0.5554475,0.000003937665,0.000005369031,0.006005191,0.4345072,0.0002281512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2762383,0.002298184,0.0007818848,0.01856394,0.001715453,0.003164758,0.0003373393,0.0006203036,0.6962799],"genre_scores_gemma":[0.9921409,0.00009354775,0.0003083685,0.0008327283,0.0002567411,0.0008974971,0.000007280537,0.00002323582,0.005439654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7159027,"threshold_uncertainty_score":0.9976159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053776884","doi":"10.14714/cp36.825","title":"Poems Shaped Like Maps: (Di)Versifying the Teaching of Geography, II","year":2000,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Alberta; University of Toronto; One Mind; City University of New York","keywords":"Poetry; Geographer; Literature; Art; Art history; Cartography; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01899318439730852,"gpt":0.2817807353635596,"spread":0.2627875509662511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001581471,0.0002254119,0.000330692,0.0005222009,0.003729421,0.00009497492,0.0005850311,0.0001282523,0.0002772334],"category_scores_gemma":[0.0001311581,0.0001768452,0.0004840779,0.001286533,0.00183078,0.0005160631,0.00008794004,0.0003730022,0.00001767588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004384396,"about_ca_system_score_gemma":0.00006524193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007651775,"about_ca_topic_score_gemma":0.0008970775,"domain_scores_codex":[0.9976041,0.0003517733,0.0004275911,0.0003202856,0.0007575327,0.000538658],"domain_scores_gemma":[0.9987239,0.0002337294,0.0002105494,0.0003991041,0.0003246976,0.0001080209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003462906,0.0001292245,0.1343479,0.00003040334,0.000424671,0.000002457906,0.7498324,0.00002326796,0.00007285149,0.1086047,0.001312188,0.005185247],"study_design_scores_gemma":[0.0004940613,0.0001122244,0.08392797,0.00009186049,0.00008390595,0.000005127985,0.7689331,0.00003166457,0.000005270433,0.002545147,0.1434072,0.0003624597],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.724848,0.004299563,0.00004431579,0.001910278,0.0003709447,0.0005742139,0.00002242163,0.0002373806,0.2676929],"genre_scores_gemma":[0.9971494,0.001421873,0.0000872591,0.0001241209,0.0002329854,0.00004809131,0.000003493774,0.00001385795,0.000918885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2723015,"threshold_uncertainty_score":0.9989564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073158791","doi":"10.14714/cp43.534","title":"Earle Birney’s “Mappemounde”: Visualizing Poetry With Maps","year":2002,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poetry; TRACE (psycholinguistics); Literature; Art; History; Art history; Philosophy; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.02954834787806686,"gpt":0.1953772203403885,"spread":0.1658288724623216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008064145,0.0002541016,0.000308492,0.0002535098,0.0009714744,0.000226213,0.0002140116,0.0000521136,0.002166265],"category_scores_gemma":[0.0000447771,0.0002232342,0.0001757345,0.0002215739,0.001205687,0.000309095,0.00005497565,0.0002462313,0.0001930425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247438,"about_ca_system_score_gemma":0.00000857428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006250376,"about_ca_topic_score_gemma":0.001515599,"domain_scores_codex":[0.9984667,0.00005133012,0.0001925679,0.0004758532,0.0003542149,0.0004593179],"domain_scores_gemma":[0.9992329,0.00007095442,0.00007669909,0.0002656174,0.0002206335,0.000133135],"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":[0.00003699039,0.0005662127,0.00318128,0.00005554466,0.0004528174,0.0001368784,0.3037537,0.000002206163,0.00008994863,0.5921219,0.09578837,0.003814137],"study_design_scores_gemma":[0.0006691581,0.0003961035,0.001341451,0.0000826713,0.00006736765,0.00003036832,0.148001,0.00001549123,0.00001365952,0.001377152,0.8474045,0.0006010054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1802454,0.03204637,0.0000471602,0.001912442,0.0005888691,0.0003152844,0.00005646219,0.0006574662,0.7841306],"genre_scores_gemma":[0.9912261,0.0006364428,0.0001159955,0.0001967664,0.0008069446,0.00003934249,0.00000373399,0.00004697742,0.006927729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8109807,"threshold_uncertainty_score":0.9987459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078316603","doi":"10.14714/cp46.484","title":"Barrington Atlas of the Greek and Roman World: the Cartographic Fundamentals in Retrospect","year":2003,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Atlas (anatomy); History; Space (punctuation); Field (mathematics); Isolation (microbiology); Cartography; Art history; Philosophy; Geography; Linguistics; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.009526481035092365,"gpt":0.2487837888333444,"spread":0.239257307798252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001323175,0.0002572014,0.0003557128,0.0007895457,0.00112696,0.00008061668,0.0005168935,0.0001263051,0.0001131076],"category_scores_gemma":[0.0002400652,0.00017473,0.0005672898,0.007228306,0.003731005,0.0001837243,0.00005987273,0.0004786816,0.000001303593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008006577,"about_ca_system_score_gemma":0.00009671379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868369,"about_ca_topic_score_gemma":0.02605395,"domain_scores_codex":[0.9968787,0.0009924091,0.0003618092,0.0005218448,0.0006638126,0.0005814474],"domain_scores_gemma":[0.9987143,0.0002682946,0.0001777737,0.0005351375,0.000133235,0.0001713116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000146592,0.0001045392,0.6735739,0.00001090434,0.00006468021,0.000004087769,0.04009613,0.000002092781,0.000371308,0.285209,0.000307931,0.0002407181],"study_design_scores_gemma":[0.0008134164,0.0001515649,0.7381991,0.000112715,0.0001178494,0.000008368814,0.1250247,0.000002066847,0.0002373318,0.02548929,0.1093394,0.0005042605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070854,0.01308654,0.000005393378,0.0008592916,0.0004206801,0.0005762033,0.00001055363,0.0000583172,0.07789764],"genre_scores_gemma":[0.9980005,0.001387939,0.00003417836,0.00009456818,0.00007809128,0.00005915591,5.455645e-7,0.00001803801,0.0003269722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2597198,"threshold_uncertainty_score":0.9989803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087393126","doi":"10.14714/cp74.1202","title":"Review of Bike There!: Your map for cycling in and around Portland and Vancouver, 8th edition","year":2014,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cycling; Geography; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.01950439468243337,"gpt":0.3103949665471207,"spread":0.2908905718646874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008219634,0.00008329901,0.0002250671,0.00009564887,0.0001368346,0.00001832156,0.00006654156,0.00005698376,0.00001486778],"category_scores_gemma":[0.0001278422,0.00007336325,0.00006652484,0.0002201714,0.000430812,0.0001964324,0.000007769441,0.00007070554,6.968826e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001453558,"about_ca_system_score_gemma":0.0000307296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008146208,"about_ca_topic_score_gemma":0.009862999,"domain_scores_codex":[0.9992334,0.00007115761,0.0001813425,0.0002470108,0.0001148403,0.0001523046],"domain_scores_gemma":[0.9995447,0.0001101147,0.00009468808,0.00009602276,0.00009777408,0.00005666712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002938398,0.00009005364,0.9751191,0.001660969,0.00002434608,7.357826e-7,0.014406,2.347172e-7,0.0001238008,0.004782228,0.0007146214,0.003048553],"study_design_scores_gemma":[0.00139324,0.0001947855,0.8416902,0.003577593,0.0001168486,4.520998e-7,0.07358736,0.00004291717,0.00005747646,0.05725331,0.02165348,0.0004323598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263212,0.06997391,0.0002939038,0.0003681582,0.0002174364,0.0004190498,0.00001468716,0.00002327492,0.002368355],"genre_scores_gemma":[0.9831159,0.01641974,0.0001299186,0.00006462112,0.0002044172,0.00001987736,0.000003778319,0.000005494278,0.00003630712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1334289,"threshold_uncertainty_score":0.5503785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7129601213","doi":"10.14714/cp107.2019","title":"Review of Mapping with Altitude: Designing 3D Maps","year":2025,"lang":"","type":"article","venue":"Cartographic Perspectives","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"","retraction":null,"screen_n_in":null,"score":{"opus":0.01136527289291086,"gpt":0.2483286020415547,"spread":0.2369633291486438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004109406,0.0003538519,0.0006046581,0.0007596022,0.0001617759,0.00003895523,0.0001907867,0.0001362325,0.0002097979],"category_scores_gemma":[0.0001637297,0.0003588915,0.0002520805,0.002960121,0.0003129157,0.0002134203,0.00004006254,0.0003970816,0.0000079262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109381,"about_ca_system_score_gemma":0.0001412123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005365253,"about_ca_topic_score_gemma":0.00001871139,"domain_scores_codex":[0.9982388,0.0001440059,0.0005471125,0.0004568524,0.0002751375,0.0003381028],"domain_scores_gemma":[0.9985576,0.0001295757,0.0001726963,0.000373222,0.0006746068,0.00009231203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000885287,0.002070928,0.04105917,0.3448725,0.01460407,0.000168392,0.07717909,0.003270744,0.101501,0.1206641,0.02350198,0.2702227],"study_design_scores_gemma":[0.008676665,0.00138523,0.04251432,0.7755341,0.004500307,0.00008018954,0.08060268,0.006358067,0.02725274,0.00456628,0.0442588,0.004270648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007968208,0.8053132,0.1309959,0.0007586161,0.0005341545,0.001418703,0.00004942326,0.0003085193,0.05265325],"genre_scores_gemma":[0.8291664,0.1664108,0.003801446,0.0003313045,0.00008340168,0.00007772299,0.00002589186,0.00003643284,0.00006664929],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8211981,"threshold_uncertainty_score":0.9998863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741078798","doi":"10.14714/cp87.1407","title":"A thank-you, long overdue","year":2017,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Forcing (mathematics); Sociology; Environmental ethics; Philosophy; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.02703372481929009,"gpt":0.337624309194851,"spread":0.310590584375561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008362291,0.0001678837,0.0002434151,0.0003035247,0.004892269,0.0005042267,0.0006474107,0.00009328266,0.0001323806],"category_scores_gemma":[0.0006035882,0.0001613445,0.0002583069,0.0003046549,0.001940042,0.0009589908,0.00013078,0.0001682094,0.00007645114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006118972,"about_ca_system_score_gemma":0.00009624473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005440297,"about_ca_topic_score_gemma":0.007351608,"domain_scores_codex":[0.9983747,0.00009370945,0.0002151796,0.0002963586,0.0005444107,0.0004756464],"domain_scores_gemma":[0.9983885,0.00006606668,0.0002791425,0.0006697004,0.0004527772,0.0001437908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001052243,0.00003633888,0.481676,0.00001298014,0.0001338059,0.000009626566,0.1852736,6.717752e-7,0.00001404281,0.3306468,0.0009958398,0.001189722],"study_design_scores_gemma":[0.0003083448,0.00002151856,0.7406407,0.00003843732,0.00002324741,0.000003317273,0.2212759,0.000002217871,0.00001093889,0.00397805,0.03344948,0.0002479199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4229482,0.001843459,0.0001489872,0.002984072,0.0009077233,0.0004134151,0.00001061722,0.0002467914,0.5704967],"genre_scores_gemma":[0.9957253,0.000822158,0.00006442908,0.00005435526,0.0004738291,0.00005604737,0.000001165492,0.00001105551,0.002791644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5727771,"threshold_uncertainty_score":0.9964032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408825101","doi":"10.14714/cp105.1973","title":"Ethical Reflections on Making the Untitled ṮEṮÁĆES Map","year":2025,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Art; Visual arts; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.04978610769076849,"gpt":0.3987681104061355,"spread":0.348982002715367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004655019,0.0001030772,0.0001255219,0.0001927969,0.001642692,0.0001006821,0.0002210359,0.0001337635,0.00005526359],"category_scores_gemma":[0.0003963374,0.00007471531,0.0001524278,0.0008370169,0.001043164,0.00004299829,0.00005054114,0.0004661181,0.00005226434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000071474,"about_ca_system_score_gemma":0.0000976747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331327,"about_ca_topic_score_gemma":0.005600555,"domain_scores_codex":[0.9988567,0.0002765159,0.0001019204,0.0002557846,0.0002358771,0.0002731732],"domain_scores_gemma":[0.9993051,0.0002826134,0.00003302753,0.000197666,0.0001468416,0.00003475489],"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":[0.00001128664,0.00003309298,0.006660633,0.000004220786,0.00007277171,0.000001607467,0.02506656,0.000001028194,0.00002913125,0.9636378,0.00338109,0.001100798],"study_design_scores_gemma":[0.0002708453,0.00006465537,0.02566724,0.0001400894,0.00007677236,7.175584e-7,0.5757207,0.000003055801,0.00002566101,0.08447738,0.3133397,0.000213153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03417535,0.01311713,0.0003514228,0.0540151,0.001198751,0.0003434068,0.00000601913,0.0002588657,0.896534],"genre_scores_gemma":[0.9933415,0.0003703755,0.00004325151,0.001342106,0.0002995718,0.00004146978,3.895986e-7,0.000005777395,0.00455554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9591662,"threshold_uncertainty_score":0.999657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407125925","doi":"10.14714/cp106.1907","title":"Every Mapping Project Needs a Fire Keeper: Lessons from the Kanehsatà:ke Land Defense Mapping project.","year":2025,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Environmental resource management; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.02103778588351557,"gpt":0.2537272583532323,"spread":0.2326894724697167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367402,0.0002962683,0.0002711553,0.0002485759,0.0006043118,0.0001546069,0.0004793809,0.0000983942,0.0001066273],"category_scores_gemma":[0.00006573842,0.0002109539,0.0002541561,0.002007667,0.0004363538,0.0001948986,0.0003667706,0.0002996891,0.00002896112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322569,"about_ca_system_score_gemma":0.00004305076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004238455,"about_ca_topic_score_gemma":0.0006298849,"domain_scores_codex":[0.9981528,0.0001778309,0.0002393765,0.0006182246,0.0003393463,0.0004724304],"domain_scores_gemma":[0.9991173,0.00017345,0.00008519694,0.0005587587,0.0000135369,0.00005173844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005991427,0.0002537634,0.8287489,0.00004753585,0.0004950323,0.0000431552,0.06466776,0.000116241,0.0008367623,0.001571145,0.08296333,0.02019644],"study_design_scores_gemma":[0.0008173907,0.00004957108,0.6562052,0.0002390796,0.0001151064,0.000006594212,0.1164524,0.0005827076,0.00002118031,0.001386078,0.223637,0.0004876569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344653,0.002864297,0.0004614086,0.009978885,0.0002867919,0.001066835,0.00005715278,0.0002139819,0.05060532],"genre_scores_gemma":[0.9962808,0.0008771258,0.000248704,0.001171146,0.0001571892,0.0001634923,0.00001627759,0.00001991258,0.001065322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1725438,"threshold_uncertainty_score":0.8602449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027433111","doi":"10.14714/cp44.513","title":"Moving the Atlas of Saskatchewan from a Hardcopy (Millennium Edition) to a Multi-Media (CD-ROM Edition) Platform","year":2003,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Atlas (anatomy); Multimedia; CD-ROM; Legibility; Computer graphics (images); Interactivity; World Wide Web; Electronic media; Software","retraction":null,"screen_n_in":null,"score":{"opus":0.02174381710664229,"gpt":0.2663191000955087,"spread":0.2445752829888664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001060655,0.0002653616,0.0004022697,0.0004842183,0.001347531,0.000117627,0.000416227,0.000168407,0.000277509],"category_scores_gemma":[0.001021298,0.0002148512,0.0003534239,0.001714734,0.001186074,0.0006137971,0.00006722692,0.0002780363,0.0000662229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177129,"about_ca_system_score_gemma":0.0002388446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008425023,"about_ca_topic_score_gemma":0.03937579,"domain_scores_codex":[0.9974334,0.0002326672,0.0005294266,0.000395596,0.000871552,0.00053736],"domain_scores_gemma":[0.9975657,0.0006454418,0.0002951203,0.000429086,0.0008488391,0.0002158159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002324282,0.0001128703,0.0153152,0.0000153521,0.0002557407,0.000002406531,0.9384471,0.00001410345,0.0005186893,0.04007565,0.004993383,0.0002262234],"study_design_scores_gemma":[0.0004898718,0.00004414294,0.1039978,0.00007837,0.00004800818,0.000001561503,0.8685943,0.000002862904,0.0001650501,0.002192939,0.02412047,0.0002646287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633763,0.003029493,0.001966448,0.002281663,0.003118652,0.001390754,0.0003266359,0.0002922916,0.02421775],"genre_scores_gemma":[0.9968789,0.0003884902,0.001397119,0.0001658037,0.0007701904,0.0002032324,0.00001713926,0.000018838,0.000160246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08868257,"threshold_uncertainty_score":0.9999526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159545717","doi":"10.14714/cp44.520","title":"Moving the Atlas of Saskatchewan from a Hardcopy (Millennium Edition) to a Multi-Media (CD-ROM Edition) Platform","year":2003,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CD-ROM; Atlas (anatomy); Library science; Art; Computer science; Medicine; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.0170323655340937,"gpt":0.2629639015358685,"spread":0.2459315360017748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000536452,0.0001760352,0.0002548485,0.0002423989,0.001018449,0.000007591105,0.000345363,0.0002062815,0.0004974784],"category_scores_gemma":[0.0007706961,0.0001425171,0.0002368118,0.0007149049,0.002335195,0.0002935732,0.00005028529,0.0003883471,0.00003574351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391507,"about_ca_system_score_gemma":0.0002799049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908257,"about_ca_topic_score_gemma":0.05181741,"domain_scores_codex":[0.9983158,0.0002853224,0.0002262497,0.000390135,0.0003952869,0.000387236],"domain_scores_gemma":[0.9984891,0.0006513975,0.0001227467,0.0002812625,0.0002670134,0.0001885177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000889989,0.0001643221,0.007509125,0.000006746764,0.000146367,0.00001105903,0.9433329,0.000005776508,0.003037874,0.03224554,0.01240695,0.001044372],"study_design_scores_gemma":[0.0007598369,0.0001195468,0.1490829,0.00007072837,0.00008641985,0.000002909816,0.7492271,0.000003433658,0.0007934272,0.02188007,0.07754759,0.0004261016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726593,0.01412448,0.0008990657,0.002367756,0.002642868,0.0005843564,0.0001474989,0.0001612593,0.006413443],"genre_scores_gemma":[0.995048,0.000879614,0.00271021,0.0002109901,0.0008061044,0.00005650658,0.00001409726,0.00001418519,0.0002603072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941058,"threshold_uncertainty_score":0.9654844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}