{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":82,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":82,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b297167176e8","filters":{"venue":"The Professional Geographer"}},"results":[{"id":"W3096272784","doi":"10.1080/00330124.2020.1823864","title":"The Immediate Impact of COVID-19 on Postsecondary Teaching and Learning","year":2020,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":263,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan College","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Work (physics); Face (sociological concept); Inequality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Higher education; 2019-20 coronavirus outbreak; Public relations; Political science; Mathematics education; Sociology; Economic growth; Psychology; Medicine; Engineering; Social science; Economics","authors":[{"name":"Terence Day","is_ca":true},{"name":"I-Chun Catherine Chang","is_ca":false},{"name":"Calvin King Lam Chung","is_ca":false},{"name":"William E. Doolittle","is_ca":false},{"name":"Jacqueline Housel","is_ca":false},{"name":"Paul N. McDaniel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03985862644620422,"gpt":0.4044686349169825,"spread":0.3646100084707783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003698349,0.000267083,0.0002996069,0.0009423587,0.006083525,0.00528292,0.0009743947,0.001316066,0.01552742],"category_scores_gemma":[0.008245545,0.000207149,0.0003632137,0.001395122,0.005034503,0.004174609,0.01250873,0.003227066,0.001015475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005137159,"about_ca_system_score_gemma":0.01112548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03150833,"about_ca_topic_score_gemma":0.09608642,"domain_scores_codex":[0.9958637,0.0009988316,0.0001152012,0.0002015283,0.0006848488,0.002135949],"domain_scores_gemma":[0.9895977,0.002545621,0.001369652,0.0004289144,0.001108611,0.004949604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003262247,0.000649585,0.3736091,0.002133673,0.00009450095,0.007102068,0.1051296,0.001016122,0.003035505,0.04762393,0.07530539,0.3839743],"study_design_scores_gemma":[0.00002521255,0.0006395667,0.3702804,0.002293313,0.00003603625,0.001570578,0.3717428,0.000211728,0.0009843602,0.00619779,0.2458998,0.0001183764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8395827,0.005080417,0.001034811,0.04280479,0.001213292,0.0001024054,0.0006303298,0.0000751382,0.1094761],"genre_scores_gemma":[0.9905552,0.002306455,0.0004970825,0.003511707,0.0001535083,0.00003271036,0.000168964,0.00002329608,0.002751066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03150833,"threshold_uncertainty_score":0.06264985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966823031","doi":"10.1111/j.1467-9272.2006.00570.x","title":"Food Deserts in the Prairies? Supermarket Accessibility and Neighborhood Need in Edmonton, Canada*","year":2006,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":248,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Quartile; Geography; Statistics; Mathematics","authors":[{"name":"Karen E. Smoyer‐Tomic","is_ca":true},{"name":"John C. Spence","is_ca":true},{"name":"Carl Amrhein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01110121000887952,"gpt":0.2690234525366434,"spread":0.2579222425277639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004242281,0.0001902048,0.0002130283,0.001008739,0.002977037,0.001207374,0.0008438769,0.0002621141,0.003906087],"category_scores_gemma":[0.001392821,0.0001730422,0.0003070772,0.002588985,0.0008370043,0.0004199501,0.001026653,0.0004364093,0.0001519913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01996667,"about_ca_system_score_gemma":0.01817324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950278,"about_ca_topic_score_gemma":0.9989169,"domain_scores_codex":[0.9996346,0.00002699665,0.00001462002,0.00005263856,0.0001163011,0.0001547467],"domain_scores_gemma":[0.9986546,0.000100878,0.0002190112,0.00003849362,0.0005508537,0.0004361036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007517899,0.0000413556,0.9744282,0.00007505892,0.00002899055,0.0002659989,0.00533041,0.000134792,0.0001962914,0.001161777,0.00505884,0.01320304],"study_design_scores_gemma":[0.000004004555,0.00001189789,0.9829181,0.00009071729,0.00001320429,0.00005584976,0.0121336,0.0001889289,0.00005318342,0.00009303046,0.004425333,0.00001195323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884389,0.0007507128,0.0000648655,0.001024161,0.0000138541,0.00002011029,0.001445657,0.000005248474,0.008236558],"genre_scores_gemma":[0.9953784,0.0004848914,0.0001580518,0.0001105138,0.000004782729,0.00001041338,0.0005849881,0.000003266656,0.003264726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996667,"threshold_uncertainty_score":0.144869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1564015108","doi":"10.1111/0033-0124.5502006","title":"Masculinist Epistemologies and the Politics of Fieldwork in Latin Americanist Geography","year":2003,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":170,"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":"Nexus (standard); Latin Americans; Silence; Politics; Power (physics); Sociology; Interpretation (philosophy); Race (biology); Inequality; Human geography; Gender studies; Critical geography; Social science; Anthropology; Epistemology; Historical geography; Political science; Aesthetics","authors":[{"name":"Juanita Sundberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07847580034518221,"gpt":0.4520756479315691,"spread":0.3735998475863869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02864974,0.0003078637,0.0004144026,0.002646446,0.01917244,0.01348732,0.0008655636,0.001676809,0.003028968],"category_scores_gemma":[0.01682543,0.0005109186,0.000223718,0.002635723,0.0797924,0.005500443,0.009001136,0.002663137,0.0001679531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001745,"about_ca_system_score_gemma":0.007389938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01869124,"about_ca_topic_score_gemma":0.02900739,"domain_scores_codex":[0.9722448,0.02451021,0.0003050634,0.0007033748,0.001031392,0.00120511],"domain_scores_gemma":[0.979376,0.01668094,0.001650232,0.0006970131,0.0007625506,0.0008333069],"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":[0.00001672691,0.00001732774,0.003288582,0.00005635649,0.000004769565,0.0001568196,0.443185,0.00008889056,0.0001831165,0.5451633,0.0006930332,0.007146009],"study_design_scores_gemma":[0.000022311,0.00002663585,0.007279433,0.000552721,0.000009940741,0.0001892531,0.6367408,0.000245228,0.0003760356,0.229545,0.1249892,0.00002340174],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5064769,0.009511606,0.01554304,0.09239831,0.0002714959,0.00008291541,0.00002671594,0.00002845283,0.3756606],"genre_scores_gemma":[0.9938049,0.000838606,0.000793726,0.001196259,0.00005327368,0.0000421401,0.000003150835,0.00001370637,0.003254292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9808276,"threshold_uncertainty_score":0.1515161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365143850","doi":"10.1080/00330124.2023.2190373","title":"A Preliminary Investigation of Fake Peer-Reviewed Citations and References Generated by ChatGPT","year":2023,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan College","funders":"","keywords":"Chatbot; Optimism; Identification (biology); Computer science; Data science; Subject (documents); Subject matter; Fake news; Process (computing); Psychology; World Wide Web; Internet privacy; Social psychology; Pedagogy","authors":[{"name":"Terence Day","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1607447509331509,"gpt":0.4248134618656474,"spread":0.2640687109324965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01889924,0.000403305,0.0007182854,0.008992633,0.003075338,0.004213309,0.001097568,0.001931759,0.005592417],"category_scores_gemma":[0.1685492,0.0003169599,0.0004403237,0.007047466,0.001408421,0.002346811,0.001282054,0.001505223,0.001836088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147059,"about_ca_system_score_gemma":0.001329655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994162,"about_ca_topic_score_gemma":0.003655358,"domain_scores_codex":[0.9729146,0.009710169,0.00230165,0.001743453,0.01235276,0.0009773732],"domain_scores_gemma":[0.5550609,0.3296736,0.02482812,0.02470624,0.06290212,0.002829127],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003392803,0.002553401,0.3973278,0.003887091,0.000363032,0.01177322,0.07398247,0.002101159,0.0478644,0.01919843,0.02185477,0.4157016],"study_design_scores_gemma":[0.0001973396,0.00603248,0.7411334,0.001123927,0.000450281,0.01411983,0.02774698,0.02719382,0.06650133,0.009763945,0.1052961,0.0004404404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564614,0.001061694,0.01149263,0.001869736,0.0003533752,0.0009273776,0.001602269,0.0006417229,0.0255899],"genre_scores_gemma":[0.9702206,0.0004606824,0.01248058,0.0005012616,0.0002547147,0.0004901627,0.000970045,0.0001314973,0.01449044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980682,"threshold_uncertainty_score":0.09994996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1946584299","doi":"10.1111/0033-0124.5502009","title":"Constructing the News: The Role of Local Newspapers in Environmental Risk Communication","year":2003,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Newspaper; Distrust; Environmental communication; Risk communication; Public relations; Content analysis; Risk assessment; Journalism; Risk management; Environmental planning; Business; Political science; Environmental resource management; Advertising; Risk analysis (engineering); Sociology; Geography; Computer science; Computer security; Environmental science; Social science","authors":[{"name":"Sarah Wakefield","is_ca":true},{"name":"Susan J. Elliott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008426731287593263,"gpt":0.2696892263435157,"spread":0.2612624950559225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004991729,0.0003463716,0.000215964,0.002841168,0.004484947,0.008291778,0.0006180335,0.001080874,0.004938751],"category_scores_gemma":[0.02010332,0.0003407886,0.000152273,0.002284534,0.003479304,0.005937136,0.002745416,0.00106823,0.0007419278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390859,"about_ca_system_score_gemma":0.001070815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623953,"about_ca_topic_score_gemma":0.003663018,"domain_scores_codex":[0.9952049,0.00367468,0.0001433062,0.0001889284,0.0005201373,0.0002680199],"domain_scores_gemma":[0.9579774,0.03345037,0.004708555,0.0008191462,0.001831953,0.001212583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003593083,0.0003377952,0.07781999,0.001444557,0.00008647091,0.003140278,0.6103284,0.0005527287,0.006034341,0.02358595,0.008979787,0.2673305],"study_design_scores_gemma":[0.00007204331,0.0005049316,0.1115666,0.001185319,0.0002754999,0.001555506,0.7087379,0.001794663,0.006704355,0.0117872,0.1556527,0.0001633169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8411382,0.003454797,0.005048509,0.0117008,0.0002563075,0.0001144843,0.0001374486,0.0001234805,0.1380259],"genre_scores_gemma":[0.9926412,0.001475014,0.00152143,0.0004599306,0.0001888828,0.00002846808,0.00004775906,0.00003417434,0.003603249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008291778,"threshold_uncertainty_score":0.02639908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255242656","doi":"10.1080/00330120902931952","title":"Strategic Positivism∗","year":2009,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":124,"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":"Positivism; Politics; Skepticism; Sociology; Opposition (politics); Epistemology; Ideology; Mainstream; Political science; Law; Philosophy","authors":[{"name":"Elvin Wyly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02551923136852758,"gpt":0.3230719471428754,"spread":0.2975527157743478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01388754,0.00164359,0.001184963,0.003478082,0.003380437,0.01030479,0.00250725,0.003237214,0.01213309],"category_scores_gemma":[0.008101386,0.0007566318,0.001443369,0.002982724,0.03369493,0.008396628,0.005321153,0.00617781,0.004839821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009051693,"about_ca_system_score_gemma":0.008588469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003773606,"about_ca_topic_score_gemma":0.003183425,"domain_scores_codex":[0.9916026,0.004780349,0.0004072562,0.001247752,0.001528903,0.0004331579],"domain_scores_gemma":[0.992496,0.004390144,0.0004566254,0.001231649,0.001060141,0.0003655625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002629244,0.000004352854,0.00003528474,0.00003540025,0.000003635801,0.000009773833,0.0004026231,0.0001250523,0.00001328511,0.9957709,0.002062644,0.001534375],"study_design_scores_gemma":[0.0000076837,0.000005070021,0.00002378848,0.00008402447,0.000002672722,0.00002302301,0.0001716101,0.0003274579,0.0000496651,0.9479029,0.05139807,0.000003976694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003878221,0.01088261,0.1809097,0.04466738,0.001926017,0.0003077485,0.0004787812,0.000386127,0.7565635],"genre_scores_gemma":[0.693642,0.01691153,0.1615172,0.01866298,0.002817508,0.002273209,0.0008129794,0.0006011534,0.1027615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9966196,"threshold_uncertainty_score":0.0734452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048890648","doi":"10.1111/0033-0124.5504004","title":"Analyzing Changes in Urban Form and Commuting Time","year":2003,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Metropolitan area; Suburbanization; TRIPS architecture; Geography; Duration (music); Economic geography; Categorical variable; Journey to work; Demographic economics; Demography; Socioeconomics; Regional science; Transport engineering; Sociology; Economics; Statistics; Public transport; Mathematics","authors":[{"name":"Marie‐Hélène Vandersmissen","is_ca":true},{"name":"Paul Villeneuve","is_ca":true},{"name":"Marius Thériault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01821271894904317,"gpt":0.2997738371052082,"spread":0.281561118156165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005067818,0.0001260885,0.000213381,0.001127841,0.0003495212,0.0006375918,0.0002929698,0.0001591043,0.002086628],"category_scores_gemma":[0.002734572,0.00008542141,0.0002727575,0.002453658,0.0003846493,0.0002952306,0.0004636923,0.0002207896,0.0001550135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994834,"about_ca_system_score_gemma":0.001081268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5271769,"about_ca_topic_score_gemma":0.5975696,"domain_scores_codex":[0.999656,0.0001046202,0.0000141482,0.00006621754,0.00007854511,0.00008043421],"domain_scores_gemma":[0.9985415,0.0003791946,0.0003905218,0.000145299,0.0003666946,0.0001767507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003558336,0.00001428496,0.9915263,0.00001334646,0.00007911636,0.00002668236,0.0002254873,0.003032059,0.000157617,0.0003298679,0.0002559867,0.004303581],"study_design_scores_gemma":[8.632414e-7,0.00001621978,0.9963909,0.000002234837,0.000009956852,0.00001051085,0.0003022301,0.002677284,0.00004051333,0.00007256636,0.0004742812,0.000002467777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970421,0.00006301063,0.0007193244,0.00003333861,0.00000182219,0.000009954367,0.001221287,0.000009569899,0.0008995716],"genre_scores_gemma":[0.9988732,0.00002029272,0.0002136327,0.000003135039,0.000001319819,0.000005824482,0.0006131635,0.000001545953,0.0002678965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5271769,"threshold_uncertainty_score":0.9512154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154847789","doi":"10.1111/j.0033-0124.2004.05603004.x","title":"The Value of Autoethnography for Field Research in Transcultural Settings","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Autoethnography; Conceptualization; Reflexivity; Sensibility; Sociology; Context (archaeology); Field (mathematics); Indigenous; Value (mathematics); Politics; Epistemology; Social science; Geography; Political science; Philosophy; Archaeology; Law","authors":[{"name":"David Butz","is_ca":true},{"name":"Kathryn Besio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2317628222328054,"gpt":0.5853386393928823,"spread":0.353575817160077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1127076,0.001074894,0.0009997545,0.00567043,0.01396983,0.01727096,0.002976051,0.004074334,0.006863849],"category_scores_gemma":[0.1345904,0.001246265,0.0008053147,0.003044525,0.06278036,0.0247009,0.02074667,0.007217772,0.001248739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006110629,"about_ca_system_score_gemma":0.008090202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691703,"about_ca_topic_score_gemma":0.005010959,"domain_scores_codex":[0.7811245,0.2075744,0.001944973,0.003384722,0.004940515,0.001030985],"domain_scores_gemma":[0.6345429,0.3061883,0.006251866,0.04223811,0.007046248,0.003732662],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009922525,0.0002404725,0.003143139,0.0009903765,0.00005586869,0.0007289327,0.6750289,0.0006797728,0.001259073,0.2355531,0.006520102,0.07570111],"study_design_scores_gemma":[0.0001668285,0.0003178912,0.002842351,0.005416907,0.00004594395,0.002544805,0.3325833,0.001686726,0.00212984,0.3701162,0.2819421,0.0002072335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1427123,0.01739539,0.5241536,0.07929902,0.003901883,0.005081159,0.0004316362,0.000693987,0.226331],"genre_scores_gemma":[0.7226633,0.007241951,0.2357378,0.009652846,0.001171957,0.01034493,0.0001428155,0.0003998028,0.01264461],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8872924,"threshold_uncertainty_score":0.5960618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975382607","doi":"10.1080/00330120902931937","title":"“Not Only … But Also”: Quantitative and Critical Geography","year":2009,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":82,"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":"Critical geography; Contradiction; Argument (complex analysis); Epistemology; Language geography; Sociology; Quantitative analysis (chemistry); Human geography; Social science; Historical geography; Economic geography; Geography; Philosophy","authors":[{"name":"Trevor J. Barnes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02757561424491887,"gpt":0.3537578546981193,"spread":0.3261822404532004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008865978,0.0008655392,0.0006380584,0.004360293,0.005311328,0.01358763,0.001012234,0.002885342,0.003285456],"category_scores_gemma":[0.01817822,0.0003982085,0.0004865456,0.003887084,0.05950666,0.01926027,0.005297516,0.005058878,0.0004194145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01215869,"about_ca_system_score_gemma":0.005864613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005255909,"about_ca_topic_score_gemma":0.002689343,"domain_scores_codex":[0.9864157,0.01096052,0.0002269423,0.0007600264,0.001103338,0.0005334699],"domain_scores_gemma":[0.9851667,0.01067573,0.001156023,0.0009261021,0.001508891,0.000566594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008272214,0.000004287588,0.0001398019,0.00006294289,0.000004241016,0.00002175903,0.005725604,0.00009241272,0.00003543273,0.9886681,0.002353204,0.002883852],"study_design_scores_gemma":[0.00001132574,0.00001332003,0.000318527,0.0003393768,0.000008118443,0.00006393193,0.009595316,0.0003460567,0.0001709337,0.9060568,0.08306345,0.0000128041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03896181,0.06749676,0.07921021,0.3606219,0.004607872,0.0001272885,0.0001977461,0.0002050879,0.4485713],"genre_scores_gemma":[0.9599034,0.007762739,0.008089172,0.01243124,0.002025288,0.0001601586,0.00007555658,0.0001531164,0.009399295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01358763,"threshold_uncertainty_score":0.08821791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015690499","doi":"10.1080/00330124.2010.483628","title":"Of Stakes, Stems, and Cuttings: The Importance of Local Seed Systems in Traditional Amazonian Societies","year":2010,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Amazonian Archaeology and Ethnohistory","field":"Arts and Humanities","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Agroforestry; Indigenous; Amazon rainforest; Agricultural biodiversity; Livelihood; Agriculture; Geography; Subsistence agriculture; Commercialization; Business; Ecology; Biology; Marketing","authors":[{"name":"Oliver T. Coomes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02586523434159048,"gpt":0.2319266341131698,"spread":0.2060613997715793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000928242,0.0001226829,0.0001579764,0.0009861501,0.002653592,0.002733785,0.0004347074,0.000286351,0.00280528],"category_scores_gemma":[0.002613083,0.0002113069,0.00006288806,0.001410892,0.007685374,0.002091797,0.00168272,0.00032446,0.00009391331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274431,"about_ca_system_score_gemma":0.0008842318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02969634,"about_ca_topic_score_gemma":0.1053827,"domain_scores_codex":[0.9995196,0.0002319497,0.00002115294,0.0000741783,0.00005532888,0.00009781782],"domain_scores_gemma":[0.9990337,0.0004319473,0.0002661796,0.00008274897,0.00006728405,0.0001182071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001102045,0.00004471685,0.2220774,0.000288919,0.00001598204,0.001134023,0.6614448,0.0001160784,0.002744227,0.03881535,0.0007324539,0.07247584],"study_design_scores_gemma":[0.00001563252,0.00006135883,0.53136,0.0002357394,0.00003475026,0.001435949,0.4371587,0.0003738557,0.0005614085,0.007788082,0.02095515,0.00001943084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841636,0.001060786,0.0003175116,0.0009127353,0.000004375718,0.000005688249,0.00002244892,0.000004432498,0.01350836],"genre_scores_gemma":[0.9995384,0.0001534454,0.00006770764,0.00001614912,0.000002825031,0.000001257396,0.000002943412,0.000001432298,0.0002158259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02969634,"threshold_uncertainty_score":0.05904698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964556781","doi":"10.1080/00330124.2011.586874","title":"The Ontario Greenbelt: Shifting the Scales of the Sustainability Fix?","year":2011,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Legislation; Sustainability; Geography; Bioregion; Environmental planning; Corporate governance; Growth management; Jurisdiction; Public administration; Political science; Environmental resource management; Business; Land use; Law; Civil engineering; Ecology; Engineering","authors":[{"name":"Sara Macdonald","is_ca":true},{"name":"Roger Keil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02436112817821765,"gpt":0.2768051055114542,"spread":0.2524439773332365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002524375,0.0003385525,0.0002820303,0.0007350494,0.009924163,0.007415677,0.001446358,0.002238558,0.0055879],"category_scores_gemma":[0.004279742,0.0002680836,0.0003537463,0.001366222,0.01796188,0.005288333,0.003721724,0.00244655,0.0004291514],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.108873,"about_ca_system_score_gemma":0.1143283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9512159,"about_ca_topic_score_gemma":0.9828851,"domain_scores_codex":[0.9973754,0.0003579601,0.00005334778,0.0003335594,0.0008687356,0.001010971],"domain_scores_gemma":[0.9984167,0.0002228143,0.0001373433,0.0001431361,0.0005552308,0.0005248003],"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":[0.00008878707,0.00002658666,0.00992064,0.0003398953,0.00003301564,0.0004336892,0.03471928,0.001429652,0.002272224,0.773923,0.08946945,0.08734383],"study_design_scores_gemma":[0.00001783194,0.00003121877,0.02014843,0.0003055171,0.00002464305,0.00006515491,0.03728633,0.000364401,0.0005071496,0.04339063,0.8977903,0.00006852921],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1323479,0.02441035,0.01145984,0.4884922,0.002078877,0.0001256772,0.000516265,0.0003014998,0.3402674],"genre_scores_gemma":[0.8813246,0.01050701,0.006599075,0.02791663,0.000286524,0.0001010377,0.0002079918,0.0001286187,0.07292851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.891127,"threshold_uncertainty_score":0.7899326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011090275","doi":"10.1080/00330124.2014.907705","title":"“No Sir, She Was Not a Fool in the Field”: Gendered Risks and Sexual Violence in Immersed Cross-Cultural Fieldwork","year":2014,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Archetype; Context (archaeology); Field (mathematics); Sociology; Variety (cybernetics); Power (physics); Gender studies; Sexual violence; Criminology; Social psychology; Psychology; Geography; Art","authors":[{"name":"Karen Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1967144649738502,"gpt":0.5435763977882712,"spread":0.3468619328144209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02545762,0.0004889066,0.0005395095,0.001221138,0.01770259,0.009553067,0.001703322,0.003312493,0.00331341],"category_scores_gemma":[0.03561448,0.000625212,0.0004164087,0.0008270106,0.04994572,0.006757182,0.008774874,0.004870527,0.0003930347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00351905,"about_ca_system_score_gemma":0.004596566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005737995,"about_ca_topic_score_gemma":0.007244898,"domain_scores_codex":[0.9549226,0.04121739,0.0004101774,0.0008769251,0.001678194,0.0008948134],"domain_scores_gemma":[0.9746836,0.02024532,0.001471684,0.001244581,0.001092737,0.001261968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001591845,0.00002031711,0.001506854,0.00005877207,0.000005134158,0.0004077358,0.9837394,0.00001601056,0.000311806,0.01010422,0.0008251017,0.002988791],"study_design_scores_gemma":[0.000004549722,0.00003948973,0.001235673,0.0003292345,0.000006907381,0.0008560325,0.9760299,0.00005099227,0.0003829207,0.004270914,0.01677607,0.00001727398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809212,0.004202148,0.01183826,0.04049052,0.0008523178,0.0001922056,0.00005134189,0.00005104301,0.06140095],"genre_scores_gemma":[0.991176,0.0008782206,0.00164346,0.002410261,0.00008387991,0.0001076715,0.000009430893,0.00002706325,0.00366392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9822974,"threshold_uncertainty_score":0.1346344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122731981","doi":"10.1111/j.0033-0124.2005.00455.x","title":"Tourist Carrying Capacity Measures: Crowding Syndrome in the Caribbean","year":2005,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tourism; Geographer; Miami; Crowding; Geography; Appeal; Economic geography; Regional science; Political science; Law; Archaeology; Psychology","authors":[{"name":"Robert Thomas","is_ca":false},{"name":"Bruce Wm. Pigozzi","is_ca":false},{"name":"Richard Alan Sambrook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05223703650451657,"gpt":0.3400912649468862,"spread":0.2878542284423696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388739,0.0002985209,0.0003109566,0.003828577,0.0007786571,0.001152308,0.0006515749,0.0004255291,0.001522751],"category_scores_gemma":[0.01057517,0.0001262712,0.0002278935,0.004415321,0.000967638,0.0005714358,0.001284366,0.000301624,0.00008415334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699802,"about_ca_system_score_gemma":0.0007090424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1860705,"about_ca_topic_score_gemma":0.1492427,"domain_scores_codex":[0.9993491,0.0002335572,0.00005855689,0.00007111413,0.0002113879,0.00007632904],"domain_scores_gemma":[0.9960093,0.00119436,0.001344692,0.0002190799,0.0009095478,0.0003230635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003911658,0.00008298187,0.8807148,0.0003100198,0.0003070012,0.002594026,0.02385174,0.002280981,0.001403892,0.006853167,0.005241223,0.07596902],"study_design_scores_gemma":[0.00000591211,0.00005733058,0.9720563,0.0001613049,0.00006436478,0.0009479949,0.01642996,0.003142497,0.0001941517,0.002174226,0.004724226,0.00004176823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860388,0.002177669,0.0003441619,0.000584298,0.000008035676,0.00003961512,0.000562287,0.00001040584,0.01023469],"genre_scores_gemma":[0.999017,0.0004548728,0.000119103,0.00002739649,0.000005678625,0.00002218739,0.0001246614,0.00000305742,0.0002259051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860705,"threshold_uncertainty_score":0.3699748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080938680","doi":"10.1080/00330124.2012.658728","title":"Reexamining the Montgomery Bus Boycott: Toward an Empathetic Pedagogy of the Civil Rights Movement","year":2012,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Boycott; Sympathy; Solidarity; Sociology; Autoethnography; Literal and figurative language; Courage; Aesthetics; Empathy; Subjectivity; Social movement; Law; Media studies; Gender studies; Political science; Epistemology; Social psychology; Psychology; Art","authors":[{"name":"Derek H. Alderman","is_ca":false},{"name":"Paul Kingsbury","is_ca":true},{"name":"Owen J. Dwyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02660317862812875,"gpt":0.3294433901129192,"spread":0.3028402114847905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005779649,0.0006542547,0.0003474046,0.0008764397,0.0145852,0.006802405,0.001765531,0.003808599,0.00285901],"category_scores_gemma":[0.005703265,0.0003442089,0.0002667585,0.0005414883,0.03490069,0.008232539,0.01195234,0.007857532,0.0004116299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005542695,"about_ca_system_score_gemma":0.007650767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008315373,"about_ca_topic_score_gemma":0.01850189,"domain_scores_codex":[0.9942572,0.004452027,0.00005692216,0.0002994318,0.0004418985,0.0004926167],"domain_scores_gemma":[0.9971918,0.001669693,0.0003724519,0.0001242557,0.0001510796,0.0004906743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001285705,0.00007695977,0.0006936401,0.0001110208,0.000002372991,0.0006643315,0.8397951,0.0001459518,0.001003427,0.1392902,0.005013602,0.01319058],"study_design_scores_gemma":[0.00001284035,0.0001128107,0.001032278,0.0004046381,0.000005917073,0.0006001857,0.7785302,0.0005812458,0.001045848,0.02416546,0.193487,0.00002156104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.648423,0.004445386,0.03603777,0.160624,0.0009889281,0.0002543961,0.0000217936,0.0001719142,0.1490329],"genre_scores_gemma":[0.975481,0.001669185,0.005432414,0.0039737,0.0001167017,0.0001104081,0.000006735679,0.00006220671,0.01314757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145852,"threshold_uncertainty_score":0.04021525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2296986052","doi":"10.1080/00330124.2015.1135404","title":"Renaming and Rebranding within U.S. and Canadian Geography Departments, 1990–2014","year":2016,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"American Association of Geographers","keywords":"Rebranding; Pace; Context (archaeology); Geography; Economic geography; Principal (computer security); Social science; Public relations; Sociology; Political science; Regional science; Marketing; Business","authors":[{"name":"Amy E. Frazier","is_ca":false},{"name":"Thomas A. Wikle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01118112334845447,"gpt":0.2656679780679387,"spread":0.2544868547194842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006512144,0.0002403867,0.0002819943,0.005307768,0.01114905,0.005562962,0.002174563,0.001059132,0.002799458],"category_scores_gemma":[0.0201248,0.000355972,0.0002878104,0.009744802,0.008487309,0.003126591,0.006012583,0.002658977,0.0002231888],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1026117,"about_ca_system_score_gemma":0.09839129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784753,"about_ca_topic_score_gemma":0.9907644,"domain_scores_codex":[0.993555,0.0008248855,0.0002575449,0.0007477716,0.002282092,0.0023327],"domain_scores_gemma":[0.9817358,0.002136839,0.002827256,0.0009927029,0.005994863,0.006312652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000211002,0.00009389751,0.1932403,0.0003139344,0.0000377272,0.000599234,0.5110098,0.0004926065,0.00321233,0.06846865,0.03575841,0.1865622],"study_design_scores_gemma":[0.000008059927,0.00004626933,0.5194052,0.0001600083,0.00001661805,0.000155479,0.1849669,0.0003789673,0.0007242471,0.001502697,0.2925462,0.00008940022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335619,0.003489804,0.001225224,0.01313008,0.0002664324,0.0001261992,0.001095841,0.00009944804,0.04700513],"genre_scores_gemma":[0.9824576,0.001670643,0.001026386,0.001024216,0.00004620733,0.00002154837,0.0003556788,0.00003930446,0.01335832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.988851,"threshold_uncertainty_score":0.7445031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146476654","doi":"10.1080/00330124.2010.510087","title":"Modeling Spatial Accessibility of Immigrants to Culturally Diverse Family Physicians","year":2010,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mainland; Immigration; Socioeconomic status; Geography; Catchment area; Metropolitan area; Gravity model of trade; Census; Multiculturalism; Spatial mismatch; Regional science; Demographic economics; Socioeconomics; Medicine; Environmental health; Business; Psychology; Sociology; Population; Cartography; Drainage basin; Economics","authors":[{"name":"Lu Wang","is_ca":true},{"name":"Deborah Roisman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02312683797944372,"gpt":0.3236914444438169,"spread":0.3005646064643732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007249581,0.0004919471,0.0004553242,0.001077313,0.0006125248,0.001291625,0.0009687994,0.001101497,0.002548081],"category_scores_gemma":[0.003917112,0.0004928927,0.001010891,0.0009666244,0.0008002052,0.0008487101,0.001622651,0.0005709806,0.0002102306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085649,"about_ca_system_score_gemma":0.001561435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1340407,"about_ca_topic_score_gemma":0.06442375,"domain_scores_codex":[0.9995785,0.0001755647,0.0000151246,0.00009637065,0.00002877775,0.0001056198],"domain_scores_gemma":[0.9988573,0.0006150709,0.0001966803,0.00006006122,0.0001520788,0.0001187915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005687882,0.00008798792,0.03712043,0.00002530803,0.0000691654,0.0002938625,0.000364358,0.9460681,0.0002563412,0.01134138,0.0004814682,0.003834694],"study_design_scores_gemma":[0.00001664136,0.00002933189,0.005528336,0.000009051299,0.00002296313,0.00004988119,0.0003273021,0.9898428,0.00006312389,0.003598523,0.0005003982,0.00001157108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680383,0.0001611042,0.02712731,0.0004241934,0.00002400499,0.00004771815,0.0005652551,0.0001000756,0.003512074],"genre_scores_gemma":[0.9948015,0.0001023143,0.003254088,0.00001933162,0.00001297078,0.00003587954,0.000177745,0.00001231385,0.001583926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1340407,"threshold_uncertainty_score":0.2665209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103724496","doi":"10.1111/j.1467-9272.2006.00567.x","title":"The Impact of U.S. Government Antiterrorism Policies on Canada-U.S. Cross-Border Commerce: An Exploratory Study from Western New York and Southern Ontario","year":2006,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Government (linguistics); Exploratory research; Exploratory analysis; Geography; Economy; Regional science; Sociology; Economics; Anthropology","authors":[{"name":"Alan MacPherson","is_ca":false},{"name":"James E. McConnell","is_ca":false},{"name":"Anneliese Vance","is_ca":false},{"name":"Vida Vanchan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02134071469614861,"gpt":0.3519498298851207,"spread":0.3306091151889721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006996121,0.000226513,0.0003863016,0.001720148,0.008098908,0.003174117,0.0006603078,0.0004417112,0.002701689],"category_scores_gemma":[0.002935965,0.0002347673,0.0003177059,0.006295454,0.002682572,0.0006749218,0.001548207,0.0007896458,0.0001533078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08780225,"about_ca_system_score_gemma":0.08089337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980868,"about_ca_topic_score_gemma":0.9993247,"domain_scores_codex":[0.9988382,0.0001074444,0.00003212133,0.00008537454,0.0003795401,0.0005571571],"domain_scores_gemma":[0.9967191,0.0004815726,0.0005425031,0.00009152427,0.001343213,0.0008220085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001983029,0.0001713317,0.8763228,0.000126856,0.00007594725,0.0008818546,0.08740596,0.0007089311,0.001470514,0.007173527,0.006501337,0.01896262],"study_design_scores_gemma":[0.000014799,0.00004679888,0.8603119,0.00007365067,0.00003170118,0.000077091,0.1206327,0.0004026119,0.0002825107,0.0001701519,0.01792398,0.00003197578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891805,0.0002981178,0.00005416819,0.0007579635,0.000005213586,0.00003579691,0.000502547,0.000003231335,0.009162437],"genre_scores_gemma":[0.9950051,0.0006293457,0.00008276665,0.0001578296,0.000004058402,0.00001964504,0.0003536734,0.00000539989,0.003742132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08780225,"threshold_uncertainty_score":0.6370529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1804920745","doi":"10.1111/j.0033-0124.2004.05603006.x","title":"Systematic Inquiry into Barriers to Researcher Access: Evidence from a Homeless Shelter","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Negotiation; Qualitative research; Sociology; Identity (music); Public relations; Face (sociological concept); Process (computing); Political science; Social science; Computer science","authors":[{"name":"Geoffrey DeVerteuil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2835083344319589,"gpt":0.5738683770628981,"spread":0.2903600426309392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1419879,0.0005423692,0.001702984,0.004239614,0.01424557,0.01009487,0.004903906,0.003547444,0.003534898],"category_scores_gemma":[0.3243026,0.001890675,0.0005866264,0.005895793,0.02214352,0.009948331,0.01626579,0.004347506,0.0003778606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009424485,"about_ca_system_score_gemma":0.0342347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03441761,"about_ca_topic_score_gemma":0.05537779,"domain_scores_codex":[0.8234957,0.1529504,0.008518657,0.003421436,0.007868267,0.003745381],"domain_scores_gemma":[0.4436555,0.4837756,0.03364995,0.01444311,0.01928906,0.005186811],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005841463,0.00007826654,0.009383422,0.001180802,0.00002523945,0.0004172928,0.9803242,0.00002059265,0.00007647684,0.001001326,0.0003957558,0.007038232],"study_design_scores_gemma":[0.00002898097,0.0001140223,0.004965969,0.003242205,0.00004462304,0.0002543635,0.9856054,0.00004454468,0.0001339628,0.0005725924,0.004975763,0.00001748549],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819152,0.005085086,0.001654204,0.006501765,0.000040704,0.000603296,0.00009129015,0.00001380081,0.004094576],"genre_scores_gemma":[0.9909799,0.004502016,0.001770904,0.001396929,0.00001339934,0.000743115,0.00004656922,0.00001848094,0.0005287374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8580121,"threshold_uncertainty_score":0.750913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2539008383","doi":"10.1080/00330124.2016.1229624","title":"The Price of Journals in Geography","year":2016,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Spatial and Panel Data Analysis","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Publication; Publishing; Oligopoly; Quality (philosophy); Value (mathematics); Competition (biology); Work (physics); Economics; Social science; Sociology; Advertising; Business; Political science; Engineering; Computer science; Law; Microeconomics","authors":[{"name":"Oliver T. Coomes","is_ca":true},{"name":"Tim R. Moore","is_ca":true},{"name":"Sébastien Breau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02895143717079703,"gpt":0.2524496512902686,"spread":0.2234982141194715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007177666,0.0002212193,0.0007945804,0.01016925,0.0006904894,0.006576232,0.001077694,0.0006998949,0.007238635],"category_scores_gemma":[0.1306022,0.0003125514,0.0005812232,0.01793574,0.001538023,0.00482438,0.00183169,0.0008678643,0.001072076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002828433,"about_ca_system_score_gemma":0.001183103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004857805,"about_ca_topic_score_gemma":0.004716298,"domain_scores_codex":[0.9847065,0.00370183,0.001257643,0.0007848513,0.008790631,0.0007586443],"domain_scores_gemma":[0.7360436,0.1474124,0.07391365,0.009215455,0.02568749,0.00772739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003000471,0.000123431,0.9111186,0.0004229914,0.0008719806,0.000656305,0.00152219,0.004234703,0.001741391,0.02316976,0.004702283,0.05113625],"study_design_scores_gemma":[0.00004524652,0.0001543384,0.9674905,0.00006755021,0.0001665548,0.0008814617,0.00157454,0.004722777,0.0009556028,0.01105802,0.0128363,0.00004705594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639453,0.003068354,0.003092676,0.003697739,0.0001023016,0.00006436525,0.0023201,0.00009436884,0.02361486],"genre_scores_gemma":[0.9966528,0.000578884,0.0007043412,0.00008992729,0.0001714834,0.00001190991,0.0006160602,0.00002696952,0.001147708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9934238,"threshold_uncertainty_score":0.03795958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040718664","doi":"10.1080/00330124.2012.693873","title":"Tweet Me Your Talk: Geographical Learning and Knowledge Production 2.0","year":2012,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"The Internet; Reading (process); Production (economics); World Wide Web; Ephemeral key; Knowledge production; Computer science; Data science; Sociology; Knowledge management; Political science","authors":[{"name":"Nadine Schuurman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03144946285416516,"gpt":0.3430239597493791,"spread":0.3115744968952139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003202144,0.0004152146,0.0003599788,0.003414841,0.003542046,0.01382524,0.0007446642,0.003059096,0.03585719],"category_scores_gemma":[0.01765207,0.0002584907,0.0004184722,0.004085283,0.006778304,0.012921,0.004897812,0.003119007,0.01018755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102853,"about_ca_system_score_gemma":0.001719554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780975,"about_ca_topic_score_gemma":0.004662163,"domain_scores_codex":[0.9986512,0.00066623,0.00004971438,0.0001838195,0.0002908773,0.0001581406],"domain_scores_gemma":[0.9906157,0.005589478,0.0009246117,0.0005672607,0.001011741,0.001291217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001011927,0.00004060796,0.008092918,0.0004861009,0.00003509429,0.0006567513,0.05190492,0.0002878521,0.0007414979,0.2420939,0.5749032,0.120656],"study_design_scores_gemma":[0.00001494227,0.00002782542,0.006208598,0.0004097857,0.00001778532,0.0003463631,0.02379898,0.0003694661,0.0002547332,0.05353357,0.914971,0.0000469913],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03367359,0.02108015,0.01159441,0.6423756,0.02878417,0.0000724867,0.0008166155,0.001192165,0.2604108],"genre_scores_gemma":[0.5872689,0.02827101,0.007282102,0.06248101,0.03164052,0.0002707041,0.001083557,0.001533342,0.2801689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03585719,"threshold_uncertainty_score":0.1199543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758702026","doi":"10.1111/j.0033-0124.2004.450_8.x","title":"The New Countryside: Geographic Perspectives on Rural Change","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); Rural area; Geography; Sociology; Regional science; Cartography; Political science; Economic geography; Law; Computer science","authors":[{"name":"Mike Nellis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01507039157370825,"gpt":0.2445565497802693,"spread":0.229486158206561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007116643,0.0005160917,0.0004402503,0.002301122,0.002606473,0.005082547,0.0005385166,0.0009902894,0.01290983],"category_scores_gemma":[0.0008770745,0.00021653,0.0002680762,0.007451994,0.006714894,0.005106684,0.002695119,0.001231415,0.0009329231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005711244,"about_ca_system_score_gemma":0.00448287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1542176,"about_ca_topic_score_gemma":0.3624705,"domain_scores_codex":[0.9995925,0.0001949079,0.00001048023,0.00004201653,0.00007107516,0.00008906385],"domain_scores_gemma":[0.9996569,0.0001239621,0.0000349926,0.00002323995,0.00007648773,0.00008435135],"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":[0.00002739799,0.0000118053,0.001942014,0.0006960781,0.0000146529,0.0004467612,0.02618411,0.0008060997,0.0002174098,0.5386331,0.2739117,0.1571089],"study_design_scores_gemma":[0.000002187883,0.000005114718,0.002146592,0.0004890345,0.000005384951,0.0002112082,0.01991294,0.000080663,0.00002401436,0.03707952,0.9400364,0.000006995806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009514916,0.6562786,0.0023121,0.1204489,0.001749226,0.000009235599,0.0003077598,0.00007705862,0.2093022],"genre_scores_gemma":[0.3189779,0.5802053,0.002488272,0.006861929,0.001188011,0.00003493231,0.0002255493,0.00008873367,0.08992933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1542176,"threshold_uncertainty_score":0.30664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140271225","doi":"10.1111/j.0033-0124.2004.05601016.x","title":"From Chicago to L.A. and Back Again: A Chicago‐Inspired Quantitative Analysis of Income Distribution in Montreal<sup>*</sup>","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanism; Postmodernism; Marxist philosophy; Sociology; Urban theory; Social science; Psychological resilience; Urban studies; Epistemology; Law; Politics; Political science; Philosophy; Social psychology","authors":[{"name":"Richard Shearmur","is_ca":true},{"name":"Mathieu Charron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01874606610515604,"gpt":0.245720593669643,"spread":0.226974527564487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003748669,0.0002845166,0.0001510474,0.002049808,0.003396892,0.002889354,0.0008283857,0.0003369411,0.00533389],"category_scores_gemma":[0.001487057,0.0001401327,0.0002696431,0.003993835,0.003715879,0.001243317,0.0009901178,0.0007374391,0.0001508025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03415177,"about_ca_system_score_gemma":0.01037576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9692058,"about_ca_topic_score_gemma":0.9718768,"domain_scores_codex":[0.9997674,0.00009030542,0.00000279336,0.00003685083,0.00004141966,0.00006130683],"domain_scores_gemma":[0.9996169,0.0001153274,0.00004395124,0.00001888145,0.0001152103,0.00008965942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001802846,0.000101301,0.08335619,0.0001461362,0.00008682893,0.001046831,0.05212833,0.01420173,0.001341818,0.7112582,0.06695439,0.06919795],"study_design_scores_gemma":[0.00005836847,0.00009086797,0.3678005,0.0003138419,0.0001260843,0.000220414,0.1043375,0.0231355,0.001275557,0.1187254,0.3836849,0.0002311236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720198,0.006409864,0.02188767,0.02363355,0.0002050871,0.0001736322,0.003954592,0.0002280799,0.1714877],"genre_scores_gemma":[0.9808323,0.0006649411,0.003464279,0.0004893332,0.00004049801,0.00005686938,0.0003468393,0.00005375501,0.01405112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03415177,"threshold_uncertainty_score":0.2477896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168415863","doi":"10.1111/j.0033-0124.2004.05602005.x","title":"“Miss Remington” Goes to Work: Gender, Space, and Technology at the Dawn of the Information Age","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Decadence, Literature, and Society","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Financial sector; Financial services; Space (punctuation); Business; Sociology; Economy; Economic history; Management; Geography; Finance; Engineering; Economics; Computer science; Archaeology","authors":[{"name":"Kate Boyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01153401757232332,"gpt":0.2855267366437888,"spread":0.2739927190714655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001329564,0.0003082687,0.0001882325,0.001220283,0.01652473,0.007027108,0.0007478758,0.001444615,0.006682727],"category_scores_gemma":[0.002424015,0.000174294,0.0001313185,0.001474445,0.0220176,0.003536229,0.002146806,0.001814416,0.0008412412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01323963,"about_ca_system_score_gemma":0.008913351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5401517,"about_ca_topic_score_gemma":0.713331,"domain_scores_codex":[0.9986268,0.0006599206,0.00001626748,0.0001182931,0.0002589121,0.0003196949],"domain_scores_gemma":[0.99867,0.0005090028,0.0001295556,0.00007387152,0.0002239615,0.0003936946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000037739,0.00002857238,0.01161622,0.00005499376,0.00000611909,0.000726678,0.7498558,0.00006863707,0.000549464,0.1537435,0.04225248,0.04105978],"study_design_scores_gemma":[0.00000390653,0.00003060412,0.01252033,0.0002814067,0.000006794637,0.0003669461,0.5962856,0.0000427898,0.0003479709,0.00948271,0.3806049,0.00002597596],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3545294,0.01783613,0.001034499,0.1679656,0.0005751475,0.00001833254,0.0001738413,0.00004636129,0.4578208],"genre_scores_gemma":[0.8936174,0.006208173,0.0001979699,0.006570468,0.0001611221,0.000007396609,0.00002713868,0.00003035095,0.09318008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9834753,"threshold_uncertainty_score":0.9251128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128530546","doi":"10.1111/0033-0124.00304","title":"Building Temporal Topology in a GIS Database to Study the Land-Use Changes in a Rural-Urban Environment","year":2001,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Zoning; Computer science; Database; Land use; Geographic information system; Spatial database; Land use, land-use change and forestry; GIS applications; Interface (matter); Geography; Data mining; Spatial analysis; Remote sensing; Civil engineering; Engineering","authors":[{"name":"Danielle J. Marceau","is_ca":true},{"name":"Luc Guindon","is_ca":true},{"name":"Mireille Bruel","is_ca":true},{"name":"Claude Marois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04019818565420023,"gpt":0.3317273158173845,"spread":0.2915291301631842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004560578,0.0004522286,0.0005897235,0.002067136,0.0006799887,0.002656009,0.00134935,0.0004622527,0.00326278],"category_scores_gemma":[0.01454173,0.0007061061,0.0007134366,0.002608337,0.0006287121,0.005701267,0.00191091,0.0007854911,0.0007711231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005627812,"about_ca_system_score_gemma":0.001073115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002801933,"about_ca_topic_score_gemma":0.003138787,"domain_scores_codex":[0.9987751,0.0005011522,0.0001587915,0.000222224,0.0002999628,0.00004281367],"domain_scores_gemma":[0.9917434,0.006469776,0.0004037002,0.0007213987,0.0004772741,0.0001844344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001007179,0.0007084773,0.07102486,0.001396059,0.0003825755,0.002148763,0.01526308,0.1952378,0.02460923,0.149997,0.0270245,0.5112004],"study_design_scores_gemma":[0.0001616309,0.000324379,0.009223199,0.0001781397,0.0001531355,0.001116431,0.002823331,0.8065336,0.02494289,0.05109711,0.103309,0.0001372385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05069435,0.0000802407,0.9332904,0.0002864315,0.00002073562,0.0002812308,0.002043177,0.01077018,0.002533335],"genre_scores_gemma":[0.1211113,0.0001793511,0.8733513,0.0000371426,0.00001353111,0.0004493301,0.003005585,0.001000589,0.0008519593],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004560578,"threshold_uncertainty_score":0.0241189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075321103","doi":"10.1111/0033-0124.00317","title":"Issues of Globalization and Reflexivity in the Japanese Tourism Production System: The Case of Whistler, British Columbia","year":2002,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tourism; Reflexivity; Economic geography; Production (economics); Globalization; Transactional leadership; Perspective (graphical); Economy; Tourism geography; Geography; Political science; Marketing; Sociology; Regional science; Business; Social science; Economics; Public relations; Art; Archaeology; Visual arts","authors":[{"name":"Daisaku Yamamoto","is_ca":false},{"name":"Alison Gill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02870451506346909,"gpt":0.3152647411415119,"spread":0.2865602260780428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218731,0.0002922615,0.0002583964,0.001344783,0.0242309,0.008680526,0.001203462,0.001429325,0.004084066],"category_scores_gemma":[0.002217833,0.0002923601,0.0001578807,0.003094626,0.01510603,0.00174996,0.004302633,0.001853606,0.0002129194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04035768,"about_ca_system_score_gemma":0.03127311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9344267,"about_ca_topic_score_gemma":0.9611746,"domain_scores_codex":[0.9985937,0.0004794287,0.00003419031,0.0001033369,0.0001791566,0.0006101215],"domain_scores_gemma":[0.9987262,0.0002691904,0.0001247378,0.00007601625,0.0003285194,0.0004753762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008710554,0.00009734857,0.03718695,0.0001276196,0.00002281269,0.01739365,0.810604,0.0009136312,0.001567236,0.09982466,0.005681097,0.02649381],"study_design_scores_gemma":[0.00002232077,0.00002832575,0.04619714,0.0001509813,0.00002710826,0.0007352261,0.8882136,0.0006145294,0.0002226648,0.004797892,0.05893186,0.00005835916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8954343,0.0009773163,0.0003430553,0.004743858,0.00001953525,0.00003098471,0.00001998754,0.00001208425,0.09841878],"genre_scores_gemma":[0.9912203,0.0005086181,0.0001402626,0.0002745188,0.000004127792,0.00001326149,0.00001079905,0.0000081457,0.007819969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06557333,"threshold_uncertainty_score":0.2928168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050030846","doi":"10.1080/00330124.2014.970843","title":"The Pen or the Sword: A Situated Spatial Analysis of Graffiti and Violent Injury in Vancouver, British Columbia","year":2014,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Graffiti; Situated; Context (archaeology); Interpersonal violence; Geography; Public space; Sociology; Poison control; Criminology; Human factors and ergonomics; Archaeology; Visual arts; Art; Medicine; Engineering; Computer science","authors":[{"name":"Blake Byron Walker","is_ca":true},{"name":"Nadine Schuurman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008185754641740177,"gpt":0.2900626862128203,"spread":0.2818769315710802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004176371,0.0002430458,0.0003739193,0.002893229,0.004215736,0.002569956,0.000978365,0.0004218368,0.002456502],"category_scores_gemma":[0.002239029,0.0002575846,0.0002000751,0.007623388,0.001534995,0.0003815666,0.002160097,0.0006251518,0.0002575259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009425901,"about_ca_system_score_gemma":0.008756188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9647115,"about_ca_topic_score_gemma":0.9906343,"domain_scores_codex":[0.9994338,0.0001387522,0.00003071122,0.00007739193,0.0001488801,0.000170385],"domain_scores_gemma":[0.9988319,0.0002169971,0.0001527185,0.00006410434,0.000504614,0.0002296344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001279406,0.0001322409,0.861476,0.0002054723,0.00007889402,0.002308215,0.08267367,0.0006963983,0.0008103652,0.001054159,0.005129399,0.04530734],"study_design_scores_gemma":[0.000002877461,0.0000291901,0.8204278,0.0001075232,0.00001672245,0.0002024923,0.1748219,0.0004725429,0.00006958935,0.0001656036,0.003663021,0.0000206988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948514,0.0003506659,0.0002047803,0.0002204406,0.000008663896,0.0000445242,0.0007044927,0.000006790999,0.003608315],"genre_scores_gemma":[0.9964965,0.0003794816,0.0003852519,0.00005455867,0.000003739226,0.00003267833,0.0005901757,0.000008908676,0.002048744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03528845,"threshold_uncertainty_score":0.07099247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034619988","doi":"10.1080/00330124.2020.1758573","title":"Public Geographies and the Gendered Experience of Saying “Yes” to the Media","year":2020,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","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 Waterloo","funders":"","keywords":"Scholarship; Precarity; Sociology; Public engagement; Public relations; Neoliberalism (international relations); Public discourse; Political science; Gender studies; Media studies; Social science; Politics; Law","authors":[{"name":"Nancy Worth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06850515621447496,"gpt":0.3020736908738759,"spread":0.2335685346594009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0152182,0.0005289085,0.0005281934,0.003751074,0.02033022,0.01912069,0.001368055,0.004211072,0.0109732],"category_scores_gemma":[0.02661465,0.000473325,0.0004107375,0.002248161,0.05861191,0.01487501,0.0134788,0.004498973,0.0007870342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005995525,"about_ca_system_score_gemma":0.003626081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007712915,"about_ca_topic_score_gemma":0.01019583,"domain_scores_codex":[0.9822594,0.01360868,0.0003108965,0.0008707353,0.001540533,0.001409781],"domain_scores_gemma":[0.9716613,0.02015046,0.003330841,0.001685106,0.001060695,0.002111571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002864526,0.00002554725,0.004888469,0.00005228261,0.00001005671,0.0004241045,0.8411197,0.00006547067,0.0002452755,0.1402544,0.003390926,0.009495048],"study_design_scores_gemma":[0.000006543043,0.00002783058,0.002501086,0.0001629688,0.000009979176,0.0003534534,0.8818684,0.0000826301,0.0002120277,0.0323858,0.08236306,0.00002630921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5656413,0.003955453,0.006217059,0.09924828,0.00114305,0.00003905219,0.0001235488,0.0001247253,0.3235075],"genre_scores_gemma":[0.9921066,0.0004570044,0.0001952164,0.001164927,0.0001417735,0.00001251409,0.00001521294,0.00003125519,0.005875592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033022,"threshold_uncertainty_score":0.08048248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018779789","doi":"10.1080/00330120903404892","title":"Connecting Local to Global: Geographic Information Systems and Ecological Footprints as Tools for Sustainability","year":2009,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Sustainability; Public participation GIS; Ecological footprint; Geographic information system; Environmental resource management; Interdependence; Context (archaeology); Geography; Environmental planning; Social sustainability; Sociology; Ecology; GIS and public health; Cartography; Social science","authors":[{"name":"Sonja Klinsky","is_ca":true},{"name":"Renée Sieber","is_ca":true},{"name":"Thom Meredith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00947144814879777,"gpt":0.2904492018483887,"spread":0.280977753699591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007564955,0.0003965289,0.0002382155,0.002978137,0.001845729,0.01037308,0.0007570725,0.000889059,0.008854943],"category_scores_gemma":[0.01320038,0.0002043839,0.0002374011,0.006901465,0.007034614,0.01004861,0.005133705,0.0008207435,0.0006759894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003954722,"about_ca_system_score_gemma":0.004048795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04101961,"about_ca_topic_score_gemma":0.0525857,"domain_scores_codex":[0.9940901,0.004745848,0.0001094354,0.0001950671,0.0005753349,0.0002842167],"domain_scores_gemma":[0.9920861,0.005570758,0.0005858532,0.0007455476,0.0006021361,0.0004095523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001157953,0.0001429785,0.05391185,0.0009044307,0.00008552991,0.0003636643,0.1375104,0.003536302,0.001481385,0.2305651,0.01411487,0.5572677],"study_design_scores_gemma":[0.0000635882,0.0002710809,0.05193534,0.001783231,0.0001938431,0.0005193079,0.2266394,0.008038907,0.004059323,0.132,0.5742941,0.0002018429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4927042,0.008494738,0.1214233,0.04580728,0.000308848,0.0004111787,0.001135943,0.001327797,0.3283868],"genre_scores_gemma":[0.9698321,0.002145669,0.02137564,0.00054229,0.00005409971,0.0001410705,0.0001910733,0.00008066485,0.005637445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04101961,"threshold_uncertainty_score":0.08156174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010831422","doi":"10.1080/00330124.2010.533560","title":"Social Network Analysis of the Academic GIScience Community","year":2010,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Social network analysis; Field (mathematics); Social network (sociolinguistics); Sociology; Geography; Data science; Humanities; Social science; Computer science; World Wide Web; Social media; Social capital; Mathematics; Philosophy","authors":[{"name":"Shipeng Sun","is_ca":true},{"name":"Steven M. Manson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01868222018186761,"gpt":0.3296915999704854,"spread":0.3110093797886178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00429485,0.0002631237,0.0004088662,0.02045431,0.001344185,0.003263883,0.0006785147,0.0007563849,0.004199976],"category_scores_gemma":[0.03276578,0.0001606762,0.0004526644,0.01610111,0.00122713,0.00356159,0.002445967,0.0004342245,0.0004384071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002369933,"about_ca_system_score_gemma":0.001110657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00943461,"about_ca_topic_score_gemma":0.007131439,"domain_scores_codex":[0.9963042,0.001907862,0.000194031,0.0004387992,0.00092183,0.0002332548],"domain_scores_gemma":[0.9698125,0.01793426,0.005944555,0.001244965,0.003850369,0.001213347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000435554,0.0001982675,0.6174819,0.0007309267,0.00043928,0.0006773229,0.01546744,0.04277479,0.002871987,0.1430747,0.009547943,0.1662999],"study_design_scores_gemma":[0.00005397349,0.0001598815,0.4677012,0.0003396448,0.0002210359,0.0008564885,0.02282695,0.3281632,0.002540922,0.1245468,0.05247055,0.0001192564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368507,0.001166267,0.03303785,0.001964961,0.00005616123,0.0001565668,0.002375855,0.0001746183,0.02421693],"genre_scores_gemma":[0.9916924,0.0002373337,0.006091011,0.00003499147,0.00004173649,0.00007275927,0.000707661,0.00001749509,0.001104652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9795457,"threshold_uncertainty_score":0.02271366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2630237931","doi":"10.1080/00330124.2017.1325749","title":"Critical Data, Critical Technology in Theory and Practice","year":2017,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Sociology; Management science; Engineering ethics; Engineering","authors":[{"name":"Ryan Burns","is_ca":true},{"name":"Craig M. Dalton","is_ca":false},{"name":"Jim Thatcher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05377453605464707,"gpt":0.4627804333011098,"spread":0.4090058972464627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05502413,0.001096079,0.001737056,0.008596329,0.007483612,0.02468425,0.0025661,0.01011411,0.00553856],"category_scores_gemma":[0.1146956,0.0009520407,0.0006326724,0.008694691,0.1001896,0.03096969,0.005870365,0.01216122,0.0008883622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01163661,"about_ca_system_score_gemma":0.02102559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006435236,"about_ca_topic_score_gemma":0.004553698,"domain_scores_codex":[0.9618227,0.03034573,0.001961122,0.002088009,0.003075856,0.000706606],"domain_scores_gemma":[0.7528666,0.2233951,0.004179081,0.009653754,0.007770922,0.002134614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006435797,0.00001033721,0.00008429034,0.000225346,0.000004836522,0.0000235766,0.003086349,0.00009491181,0.00002203631,0.9860784,0.00568597,0.004677495],"study_design_scores_gemma":[0.00001713733,0.000008684394,0.0000722527,0.0006120482,0.000006767852,0.00003423766,0.002502391,0.0002611189,0.00006489481,0.9584817,0.03792733,0.00001137644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007419853,0.2082457,0.2307275,0.3346376,0.009676609,0.0005213442,0.0003442731,0.0003047852,0.2081224],"genre_scores_gemma":[0.6963186,0.08306701,0.1442977,0.03899202,0.01502109,0.002886198,0.0002254798,0.0004551928,0.01873673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05502413,"threshold_uncertainty_score":0.2909989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288050931","doi":"10.1080/00330124.2022.2081225","title":"Beyond COVID Chaos: What Postsecondary Educators Learned from the Online Pivot","year":2022,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan College","funders":"Chinese University of Hong Kong","keywords":"nobody; Coronavirus disease 2019 (COVID-19); Work (physics); Public relations; Perspective (graphical); Academic freedom; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cheating; Political science; Sociology; Online learning; Higher education; 2019-20 coronavirus outbreak; Psychology; Law; Computer science; Engineering; Social psychology; Medicine","authors":[{"name":"Terence Day","is_ca":true},{"name":"Calvin King Lam Chung","is_ca":false},{"name":"William E. Doolittle","is_ca":false},{"name":"Jacqueline Housel","is_ca":false},{"name":"Paul N. McDaniel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04872561901016949,"gpt":0.3696743769632955,"spread":0.320948757953126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110102,0.000371022,0.0005458133,0.001012314,0.008072122,0.01204856,0.001411255,0.003037142,0.007098068],"category_scores_gemma":[0.02383788,0.0003139093,0.0004439908,0.0009445916,0.009567063,0.01804703,0.01073455,0.007636907,0.001215947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003932457,"about_ca_system_score_gemma":0.009381204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006105945,"about_ca_topic_score_gemma":0.01906378,"domain_scores_codex":[0.9954453,0.001791564,0.0001161872,0.0003488056,0.0009635045,0.001334828],"domain_scores_gemma":[0.984341,0.005002164,0.0007231546,0.001109389,0.00274526,0.006079064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000161484,0.001373991,0.04766888,0.0006466628,0.00002650726,0.00154935,0.5892458,0.000268994,0.001006495,0.0290144,0.06896877,0.2600687],"study_design_scores_gemma":[0.00002120928,0.000469964,0.01406072,0.0009199219,0.0000181808,0.000328128,0.6903135,0.00018498,0.0007928529,0.01170145,0.2811122,0.00007693427],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7781788,0.003371331,0.00411544,0.1398667,0.003396989,0.0001441951,0.0002114292,0.0001738189,0.07054131],"genre_scores_gemma":[0.9463424,0.002962509,0.001827485,0.02482414,0.0005772623,0.0001038202,0.0001359692,0.000152123,0.02307427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01204856,"threshold_uncertainty_score":0.05870855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1720295490","doi":"10.1111/j.0033-0124.2004.05602009.x","title":"Social Attitudes Predict Biases in Geographic Knowledge","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Diversity (politics); Geography; Orientation (vector space); Cultural diversity; Sociology; Psychology; Social psychology; Anthropology","authors":[{"name":"Dennis D. Kerkman","is_ca":false},{"name":"David Stea","is_ca":false},{"name":"Karen A. Norris","is_ca":false},{"name":"Jennifer L. Rice","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0568456711542487,"gpt":0.4092309422768731,"spread":0.3523852711226244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172341,0.0002449604,0.0001143964,0.001100742,0.0003861431,0.001401089,0.0001532581,0.0005456442,0.003418601],"category_scores_gemma":[0.01292304,0.0001894327,0.0002361234,0.0006209388,0.0005605043,0.0004898564,0.0007848346,0.0005400231,0.0003411944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005151135,"about_ca_system_score_gemma":0.0004611854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024911,"about_ca_topic_score_gemma":0.01795233,"domain_scores_codex":[0.9994851,0.000165773,0.00004004153,0.00006295538,0.0001561543,0.00008988233],"domain_scores_gemma":[0.9882157,0.005126521,0.003965967,0.0006760058,0.001067485,0.0009483942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003451927,0.00006491032,0.9956814,0.00000556776,0.00002521066,0.00001993806,0.0007461797,0.0001877313,0.00019501,0.0001653705,0.00006850576,0.002805656],"study_design_scores_gemma":[0.000004292723,0.00003777241,0.9964566,0.00001261119,0.00002007245,0.00004782755,0.001440659,0.0009277606,0.0001964424,0.000539004,0.0003116572,0.000005215519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984023,0.00003243501,0.00008078462,0.0000641543,0.000002144714,0.000003774494,0.00003256445,0.000002009035,0.001379919],"genre_scores_gemma":[0.9995579,0.00004099095,0.00007268131,0.00001247388,0.000003229299,0.000002707935,0.0000550302,0.000001298328,0.0002537425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024911,"threshold_uncertainty_score":0.02037889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977551338","doi":"10.1080/00330124.2012.697798","title":"Academic Performance Indicators for Departments of Geography in the United States and Canada","year":2012,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Health Canada; McGill University","funders":"","keywords":"Scopus; Citation; Bibliometrics; Productivity; Benchmarking; Human geography; Citation analysis; Geography; Regional science; Social science; Library science; Political science; Sociology; Economic geography; Economic growth; Economics; Management; Computer science; MEDLINE; Law","authors":[{"name":"Oliver T. Coomes","is_ca":true},{"name":"Tim R. Moore","is_ca":true},{"name":"Jaclyn Paterson","is_ca":true},{"name":"Sébastien Breau","is_ca":true},{"name":"Nancy A. Ross","is_ca":true},{"name":"Nigel T. Roulet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01622235365392898,"gpt":0.2987322952542275,"spread":0.2825099416002985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002174045,0.0004016556,0.0005053434,0.01715497,0.002341837,0.002384609,0.001072581,0.0002275156,0.002832796],"category_scores_gemma":[0.01475278,0.0001533746,0.0004203662,0.03624888,0.0007961326,0.0007680386,0.001611684,0.0004609417,0.0005624418],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04197894,"about_ca_system_score_gemma":0.07037316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873304,"about_ca_topic_score_gemma":0.9934801,"domain_scores_codex":[0.9978417,0.000146367,0.0001691923,0.0001680153,0.001186041,0.0004886087],"domain_scores_gemma":[0.9803625,0.001445559,0.00267634,0.0003339871,0.01228573,0.00289584],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007405079,0.0000465771,0.9473817,0.0001401557,0.00008276884,0.00005715575,0.002421188,0.001015708,0.0001868055,0.002224409,0.01596049,0.03040904],"study_design_scores_gemma":[0.000007165869,0.00001610117,0.9892518,0.00003666474,0.00001952142,0.00002709296,0.00208789,0.0006268744,0.000136973,0.0001861877,0.007586288,0.00001735445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039344,0.002207335,0.0005625132,0.0009454071,0.00006204976,0.0001570797,0.06131949,0.0001779318,0.03063367],"genre_scores_gemma":[0.9675055,0.001730585,0.001700944,0.00008145727,0.00002277309,0.00009388532,0.02149537,0.00003249129,0.007337118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.997826,"threshold_uncertainty_score":0.30458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977059362","doi":"10.1080/00330124.2011.639613","title":"An Optimized Rubber-Sheet Algorithm for Continuous Area Cartograms","year":2012,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Geographer; Algorithm; Convergence (economics); Mathematics; Computer science; Topology (electrical circuits); Combinatorics; Geography; Cartography","authors":[{"name":"Shipeng Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0135915314028899,"gpt":0.2722505087673466,"spread":0.2586589773644568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007513718,0.0006606691,0.0006836854,0.0008212254,0.0003877867,0.0008476223,0.0008330481,0.0006764366,0.004789629],"category_scores_gemma":[0.001656897,0.0003327603,0.0006209047,0.0006572796,0.0005796272,0.0007033451,0.0006442407,0.0004802576,0.0006953855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007668019,"about_ca_system_score_gemma":0.001276498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004425887,"about_ca_topic_score_gemma":0.003729813,"domain_scores_codex":[0.9996545,0.00008993169,0.00001705158,0.00006465835,0.0001368106,0.00003701975],"domain_scores_gemma":[0.9994659,0.0002426503,0.0000471895,0.0000641883,0.0001555335,0.00002460557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009590796,0.00003145002,0.0005722397,0.00009127449,0.00002303745,0.00005806348,0.00009965691,0.8398095,0.005572877,0.0159672,0.001783764,0.135895],"study_design_scores_gemma":[0.00001076378,0.00002186904,0.00007545405,0.000006727936,0.000003456886,0.00001557208,0.00001078714,0.9952919,0.001190899,0.001818355,0.001549353,0.000004937783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01409996,0.00008096017,0.9817554,0.00005394597,0.00003189092,0.00005955333,0.00003736289,0.0004781263,0.0034028],"genre_scores_gemma":[0.1784076,0.0001018254,0.8169671,0.00005331423,0.0000237508,0.0001623904,0.0001462437,0.0003060229,0.003831643],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004789629,"threshold_uncertainty_score":0.01602286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000177276","doi":"10.1080/00330120802520244","title":"Of Flights and Flotillas: Assimilation and Race in the Cuban Diaspora","year":2008,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Diaspora; Assimilation (phonology); Race (biology); Geography; Sociology; Gender studies; Linguistics","authors":[{"name":"Kelly Woltman","is_ca":true},{"name":"K. Bruce Newbold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02663043162958005,"gpt":0.2971144268752533,"spread":0.2704839952456732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001261657,0.0001163863,0.0002004778,0.0007483813,0.001711545,0.00174143,0.0003872005,0.0002797801,0.001629703],"category_scores_gemma":[0.004275591,0.0001174928,0.0001587409,0.0009513054,0.0009736379,0.000849686,0.001940925,0.00057051,0.0001333544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206519,"about_ca_system_score_gemma":0.000988659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2074773,"about_ca_topic_score_gemma":0.3228427,"domain_scores_codex":[0.9994631,0.0002299044,0.00002413668,0.00005294841,0.00005491363,0.0001749191],"domain_scores_gemma":[0.9984994,0.0002938875,0.0005967923,0.0001137977,0.0002007201,0.0002953849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001218219,0.00008786428,0.9630818,0.00001255246,0.0000312541,0.000102407,0.02570046,0.0001093797,0.0002610639,0.0008736183,0.0003068722,0.009310951],"study_design_scores_gemma":[0.000001501245,0.00001545393,0.9633557,0.00001925995,0.000006604992,0.00003255857,0.03557939,0.0001690658,0.00005674444,0.0001204623,0.0006371893,0.000006060746],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991548,0.00005377358,0.00001465484,0.00008412602,0.000001807705,0.000002384142,0.00002152227,3.812398e-7,0.0006664732],"genre_scores_gemma":[0.9994749,0.00008536187,0.00002527372,0.00001808037,0.000001968748,0.000004503755,0.00004245746,9.222048e-7,0.0003464412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074773,"threshold_uncertainty_score":0.4125393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406094712","doi":"10.1080/00330124.2024.2434455","title":"Comparing the Spatial Querying Capacity of Large Language Models: OpenAI’s ChatGPT and Google’s Gemini Pro","year":2025,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Topic Modeling","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Computer science; Geography; World Wide Web","authors":[{"name":"Andrea Renshaw","is_ca":false},{"name":"Ismini Lourentzou","is_ca":false},{"name":"Jinhyung Lee","is_ca":true},{"name":"Thomas W. Crawford","is_ca":false},{"name":"Junghwan Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03603262636662022,"gpt":0.2943405752862939,"spread":0.2583079489196737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01098667,0.001382473,0.001187208,0.00219387,0.0008722574,0.002906113,0.002864101,0.001958874,0.002613454],"category_scores_gemma":[0.05454201,0.000633936,0.001058016,0.002149423,0.001363355,0.008461502,0.004308305,0.002081732,0.001325043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002041989,"about_ca_system_score_gemma":0.001858146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04365546,"about_ca_topic_score_gemma":0.03585339,"domain_scores_codex":[0.9914904,0.005040954,0.0006409065,0.001103172,0.001367021,0.0003575942],"domain_scores_gemma":[0.941658,0.04894247,0.0008097386,0.004626404,0.00284732,0.001116035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01420708,0.003141837,0.09316672,0.00460625,0.001416855,0.001810093,0.02511856,0.3082905,0.01581731,0.03479642,0.09854064,0.3990878],"study_design_scores_gemma":[0.0004053788,0.0007386,0.009729183,0.0001150284,0.0002038707,0.0003526956,0.003785556,0.9532375,0.005815917,0.01109544,0.01431266,0.0002081444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994257,0.002120381,0.04873965,0.002379044,0.0004846755,0.0005504623,0.006891743,0.02356231,0.01584612],"genre_scores_gemma":[0.9433019,0.000399056,0.04223089,0.0004885079,0.0001004481,0.0002980122,0.01007219,0.0007190523,0.002389955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04365546,"threshold_uncertainty_score":0.08680272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221050182","doi":"10.1080/00330124.2021.2014909","title":"Decentering the Subject, Psychoanalytically: Researching Imaginary Spacings through Image-Based Interviews","year":2022,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; Royal Geographical Society","keywords":"The Imaginary; Subject (documents); Subjectivity; Constitution; Sociology; Psychoanalytic theory; Psychoanalysis; Epistemology; Psychology; Computer science; Philosophy; Law; Political science","authors":[{"name":"Lucas Pohl","is_ca":false},{"name":"Ilse Helbrecht","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04998598562747118,"gpt":0.3997773591479895,"spread":0.3497913735205183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01518649,0.0007441191,0.0005614675,0.002877953,0.009578425,0.008534097,0.002037253,0.001652362,0.002761646],"category_scores_gemma":[0.02706148,0.000634001,0.0002854874,0.002085019,0.03289219,0.009022322,0.008510381,0.004448325,0.0004842205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005740092,"about_ca_system_score_gemma":0.004575013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007308027,"about_ca_topic_score_gemma":0.009796602,"domain_scores_codex":[0.9812894,0.01618626,0.000263971,0.0005795438,0.0009308597,0.0007497469],"domain_scores_gemma":[0.971441,0.02376962,0.001809867,0.001129918,0.001134736,0.0007147067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009999452,0.00001363662,0.0004799456,0.00002628567,0.000001244299,0.000117961,0.9887544,0.0000341362,0.0003859238,0.008403377,0.0001160382,0.001657011],"study_design_scores_gemma":[0.000003618241,0.00001622768,0.0004442566,0.00006843965,0.000002254692,0.00008752471,0.9890978,0.0001958019,0.0005192643,0.003334573,0.006222427,0.000007718127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333844,0.0007896755,0.03098313,0.003871667,0.0001040136,0.0004048744,0.0000916761,0.00004413277,0.03032646],"genre_scores_gemma":[0.9917705,0.0004172802,0.003280564,0.0002982076,0.00001887048,0.0001865447,0.00002552631,0.00002769814,0.003974671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518649,"threshold_uncertainty_score":0.08031482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005604587","doi":"10.1080/00330124.2011.566514","title":"“This Is Like Déjà Vu All over Again”","year":2011,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":15,"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":"Déjà vu; Pluralism (philosophy); Variety (cybernetics); Relevance (law); Epistemology; Planet; Sociology; Data science; Geography; Political science; Computer science; Philosophy; Psychology; Artificial intelligence; Physics; Law; Astronomy","authors":[{"name":"Trevor J. Barnes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04496153021052964,"gpt":0.3145427258562862,"spread":0.2695811956457566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005339894,0.0008571849,0.0006750594,0.0008571167,0.007772053,0.009226908,0.001614296,0.007192549,0.0226273],"category_scores_gemma":[0.02682571,0.0003866564,0.0009197315,0.0008631081,0.0187375,0.01563866,0.004779233,0.01955802,0.01076607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003277246,"about_ca_system_score_gemma":0.003064858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268085,"about_ca_topic_score_gemma":0.01923796,"domain_scores_codex":[0.9929247,0.003740265,0.0002194407,0.0009561742,0.001391739,0.0007677158],"domain_scores_gemma":[0.9927248,0.002049825,0.0006928917,0.001050515,0.002369363,0.001112629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000489405,0.00002692155,0.00104467,0.0002083357,0.00003809357,0.0005115395,0.0178242,0.00009239746,0.0004929687,0.2243254,0.7350268,0.02035969],"study_design_scores_gemma":[0.000006815731,0.00001829011,0.0004576488,0.0002559249,0.00001076949,0.0004771794,0.0203016,0.00005841165,0.0001961791,0.03522292,0.9429526,0.00004172141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005139008,0.008565279,0.00650286,0.8128039,0.03527253,0.00003500322,0.0002058429,0.00039575,0.1310799],"genre_scores_gemma":[0.2039939,0.007400462,0.006658057,0.5955097,0.01109914,0.0001353154,0.0002561112,0.0008702379,0.1740772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0226273,"threshold_uncertainty_score":0.07569581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210834064","doi":"10.1080/00330124.2021.2000446","title":"Drones and Geography: Who Is Using Them and Why?","year":2022,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Drone; Popularity; Geospatial analysis; Geography; Regional science; Health geography; Connotation; Cartography; Political science; Law","authors":[{"name":"Stephanie R. Rogers","is_ca":false},{"name":"Kunwar K. Singh","is_ca":false},{"name":"Adam J. Mathews","is_ca":false},{"name":"Anthony R. Cummings","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01237454905817735,"gpt":0.2234293651216806,"spread":0.2110548160635033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138658,0.000221556,0.0002861054,0.001236435,0.001227053,0.004573476,0.0004042103,0.0007905859,0.005357957],"category_scores_gemma":[0.008249975,0.0002299575,0.00022466,0.002210229,0.002278047,0.007271523,0.001487572,0.001076007,0.001071357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042202,"about_ca_system_score_gemma":0.0008046589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951172,"about_ca_topic_score_gemma":0.03139802,"domain_scores_codex":[0.9982017,0.0009058585,0.0001220533,0.0001778513,0.0004111603,0.0001813388],"domain_scores_gemma":[0.9951189,0.001912622,0.00119083,0.0003051415,0.0007955997,0.0006769776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001151134,0.00008277436,0.5131644,0.001084932,0.0001321676,0.001102503,0.0755544,0.0004583062,0.001177237,0.02034547,0.02848062,0.3583021],"study_design_scores_gemma":[0.00000905753,0.0001570935,0.2982339,0.001886537,0.00009451206,0.003253635,0.294033,0.0007257969,0.0005979507,0.007360173,0.3935298,0.0001185596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7738333,0.05102031,0.00667341,0.05604048,0.0006480535,0.00006613923,0.001121152,0.000107992,0.1104892],"genre_scores_gemma":[0.9572926,0.03116515,0.001683861,0.002978515,0.0002361796,0.00002517925,0.0003363891,0.00003607886,0.006246028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951172,"threshold_uncertainty_score":0.03879631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118172505","doi":"10.1111/j.0033-0124.2004.00444.x","title":"Spatial Transgression and the BYU Jerusalem Center Controversy","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Ideology; Marine transgression; Hegemony; Sociology; Meaning (existential); Orthodoxy; Order (exchange); Law; History; Politics; Political science; Archaeology; Epistemology; Philosophy","authors":[{"name":"Daniel H. Olsen","is_ca":true},{"name":"Jeanne Kay Guelke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006590551933730821,"gpt":0.276877823324105,"spread":0.2702872713903742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002230884,0.0004654659,0.0004360409,0.002816428,0.0199605,0.009082303,0.0007999307,0.002143018,0.005657038],"category_scores_gemma":[0.002917469,0.0003355729,0.0002040708,0.003359335,0.02334954,0.00342394,0.007070079,0.001980901,0.0005028481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01242879,"about_ca_system_score_gemma":0.002475153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851069,"about_ca_topic_score_gemma":0.05179094,"domain_scores_codex":[0.9976373,0.001265574,0.00004526856,0.0001986674,0.0002843034,0.0005688766],"domain_scores_gemma":[0.9991978,0.0003464443,0.0001596144,0.00006790504,0.00009299061,0.0001352444],"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":[0.00009279723,0.00003791297,0.002536693,0.00008997038,0.00001018687,0.001003642,0.3090811,0.0001515209,0.0004219883,0.6546341,0.01190317,0.0200368],"study_design_scores_gemma":[0.00007003447,0.0001117976,0.01644493,0.0004998169,0.00003080745,0.0007636558,0.4343543,0.0002833741,0.0006882009,0.07290617,0.4737993,0.00004764326],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6016227,0.0139976,0.0009458197,0.02136406,0.0004460699,0.00002961701,0.00004784291,0.00004361268,0.3615027],"genre_scores_gemma":[0.9913657,0.0009037636,0.000135338,0.0005248506,0.00009142533,0.00001193608,0.00001389057,0.00001346872,0.00693961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851069,"threshold_uncertainty_score":0.0901776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2266181237","doi":"10.1080/00330124.2015.1099185","title":"Emerging Asias: Transnational Forces, Developmental States, and “Asian Values”","year":2015,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":12,"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":"World Bank Group","keywords":"East Asia; Asian values; Democracy; Developmental state; Perspective (graphical); Politics; Political science; Political economy; Sociology; Gender studies; China; Law","authors":[{"name":"Jim Glassman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02655476482895799,"gpt":0.3094138776863881,"spread":0.2828591128574302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003410846,0.0002495086,0.0001874863,0.001453329,0.003330627,0.008121977,0.00052306,0.0009701719,0.002614169],"category_scores_gemma":[0.002122588,0.0001052666,0.000229624,0.002446684,0.02053372,0.007596937,0.004819517,0.00341378,0.0001033992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003854204,"about_ca_system_score_gemma":0.003322196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005039407,"about_ca_topic_score_gemma":0.01045268,"domain_scores_codex":[0.9987483,0.0008464936,0.00004509986,0.00009824279,0.0001064,0.0001553205],"domain_scores_gemma":[0.9980773,0.001001004,0.0002673113,0.00017549,0.0001758167,0.0003030794],"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":[0.00001011433,0.00001056583,0.003402003,0.00004606673,0.00000435142,0.0001885521,0.1393939,0.00006796096,0.00009937971,0.8480374,0.0007305196,0.008009118],"study_design_scores_gemma":[0.000007794165,0.00003246281,0.01010268,0.0005524377,0.00001856295,0.0002832392,0.5212597,0.0006021204,0.0004413605,0.3098646,0.1568149,0.0000201133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4282239,0.01312039,0.01010298,0.06639047,0.0005372695,0.00003231789,0.00008089098,0.0000352303,0.4814765],"genre_scores_gemma":[0.9934753,0.002256747,0.0005645097,0.0007001625,0.00005698315,0.00001385132,0.00001207875,0.000006534724,0.002913888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008121977,"threshold_uncertainty_score":0.02796429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311597181","doi":"10.1080/00330124.2022.2134151","title":"Ecosystem Education with Augmented Reality: A Flexible Tool for In-Field Learning","year":2022,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Geography Education and Pedagogy","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":"University of British Columbia","funders":"","keywords":"Augmented reality; TRIPS architecture; Field trip; Field (mathematics); Contingency; Flexibility (engineering); Computer science; Class (philosophy); Ecology; Mathematics education; Psychology; Human–computer interaction; Artificial intelligence; Political science","authors":[{"name":"Nina Hewitt","is_ca":true},{"name":"Stepan Wood","is_ca":true},{"name":"Brian Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02928503295858549,"gpt":0.3688828801360093,"spread":0.3395978471774239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067702,0.0008309639,0.000327609,0.0009379708,0.0006577956,0.002704537,0.001693644,0.0009456155,0.02285522],"category_scores_gemma":[0.002800224,0.0004364771,0.0008202204,0.0004979704,0.0006557163,0.001682982,0.003601443,0.001150216,0.004282246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475137,"about_ca_system_score_gemma":0.001027741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742007,"about_ca_topic_score_gemma":0.007588092,"domain_scores_codex":[0.9994129,0.0001678073,0.000026439,0.00009377589,0.0002068749,0.00009220623],"domain_scores_gemma":[0.9983453,0.000727106,0.00007428203,0.0004058,0.000204075,0.0002435036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004011785,0.00148737,0.0073191,0.00101599,0.00009294545,0.001169429,0.01286023,0.006708342,0.06163905,0.009390677,0.04089632,0.8570193],"study_design_scores_gemma":[0.000409541,0.002647345,0.04399725,0.001324166,0.0002586282,0.004060877,0.009853817,0.03305581,0.03716157,0.01771606,0.849006,0.0005089291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.191505,0.001310745,0.647988,0.00239362,0.0004753663,0.001585189,0.001600982,0.02127496,0.1318661],"genre_scores_gemma":[0.430931,0.001109715,0.5247794,0.0004965782,0.0001232215,0.001051322,0.0008656451,0.0009808001,0.03966234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02285522,"threshold_uncertainty_score":0.07645833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111555835","doi":"10.1080/00330124.2020.1838928","title":"Spatially Varying Unemployment and Crime Effects in the Long Run and Short Run","year":2020,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Unemployment; Property crime; Economics; Econometrics; Short run; Violent crime; Demographic economics; Criminology; Sociology; Economic growth; Macroeconomics","authors":[{"name":"Martin A. Andresen","is_ca":true},{"name":"Olivia K. Ha","is_ca":true},{"name":"Garth Davies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04343472745153707,"gpt":0.3530434645589794,"spread":0.3096087371074423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212846,0.0002831274,0.0004991567,0.0006423123,0.0007299801,0.001293506,0.000498939,0.0007035912,0.00233991],"category_scores_gemma":[0.005414105,0.000234563,0.0006744463,0.001038169,0.001551916,0.000848939,0.001117582,0.0007667632,0.0001979168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022352,"about_ca_system_score_gemma":0.001814909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3921932,"about_ca_topic_score_gemma":0.4103043,"domain_scores_codex":[0.9990807,0.0004160367,0.00002896928,0.0001325183,0.00006125771,0.0002805774],"domain_scores_gemma":[0.9977641,0.0009698363,0.0005201031,0.0001769486,0.0002133219,0.0003556787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000483219,0.000189101,0.885183,0.00005699049,0.0006040549,0.0004851079,0.001095696,0.07962735,0.0008344054,0.01900844,0.001233742,0.0111988],"study_design_scores_gemma":[0.00003021199,0.0002247738,0.8970773,0.00005709406,0.0003442841,0.0001330415,0.00383866,0.08914289,0.0003827644,0.006569375,0.002157542,0.00004217676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963533,0.0002665931,0.0009294372,0.0005205475,0.000009409664,0.000005202058,0.0001949571,0.0000134263,0.0017072],"genre_scores_gemma":[0.9991628,0.0001223939,0.00009374276,0.00001832179,0.000003685119,0.000002548034,0.00007287352,0.000002452165,0.0005212257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3921932,"threshold_uncertainty_score":0.7798207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007429172","doi":"10.1080/00330120903404728","title":"Gender Differences in Chronic Exposure to Traffic-Related Air Pollution—A Simulation Study of Working Females and Males","year":2009,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Percentile; Environmental science; Nitrogen dioxide; Census; Metropolitan area; Geography; Residence; Demography; Environmental health; Statistics; Medicine; Population; Meteorology; Mathematics","authors":[{"name":"Eleanor Setton","is_ca":true},{"name":"Christina Keller","is_ca":true},{"name":"Denise Cloutier","is_ca":true},{"name":"Perry Hystad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08891107130789451,"gpt":0.3413979178695817,"spread":0.2524868465616872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041205,0.0002681953,0.0003296432,0.0002670453,0.0002202041,0.0003807841,0.0003867196,0.0004382177,0.001439466],"category_scores_gemma":[0.001714491,0.0002198653,0.000703203,0.0001999942,0.0001681506,0.0002160951,0.0003317597,0.0002940247,0.0002234965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782124,"about_ca_system_score_gemma":0.0003732402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991342,"about_ca_topic_score_gemma":0.01715392,"domain_scores_codex":[0.9997544,0.000113305,0.00001012888,0.00004125284,0.00003309042,0.00004784396],"domain_scores_gemma":[0.9992791,0.0003937345,0.0001026214,0.00006747674,0.00007160899,0.00008553384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00110509,0.0008198501,0.8974956,0.00002828737,0.0002117045,0.0007071962,0.0005805914,0.0855096,0.002590153,0.0005961298,0.0004711374,0.009884552],"study_design_scores_gemma":[0.0002279295,0.002167378,0.5333957,0.00003481453,0.0001405699,0.0006787025,0.002106505,0.4570625,0.001829353,0.0007652297,0.001540525,0.00005070178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992288,0.00001107812,0.0004525667,0.00001621018,0.000001784288,0.000007931987,0.0000945596,0.000002688909,0.0001844268],"genre_scores_gemma":[0.9991948,0.00002872756,0.0003417243,0.00001065844,0.000001744956,0.00001560018,0.0001463743,0.000002668957,0.0002576295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01991342,"threshold_uncertainty_score":0.03959507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015394771","doi":"10.1080/00330124.2012.757819","title":"Economic Geography and the Financial Crisis: Full Steam Ahead?","year":2013,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":10,"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":"Discipline; Pluralism (philosophy); Financialization; Mainstream; Contextualization; Lament; Explanatory power; Sociology; Financial crisis; Diversity (politics); Social science; Political science; Epistemology; Economics; Finance; Law","authors":[{"name":"Chris Muellerleile","is_ca":false},{"name":"Kendra Strauss","is_ca":false},{"name":"Ben Spigel","is_ca":true},{"name":"Thomas P. Narins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01164925866320675,"gpt":0.2150050012174914,"spread":0.2033557425542847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003831781,0.0002673016,0.0006614925,0.001512921,0.002636003,0.007863515,0.0008673336,0.003302573,0.007068506],"category_scores_gemma":[0.00877268,0.000186229,0.0002561886,0.00262052,0.01341658,0.01411122,0.004796157,0.003980763,0.0005506413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003549077,"about_ca_system_score_gemma":0.004216821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007011961,"about_ca_topic_score_gemma":0.009591335,"domain_scores_codex":[0.9984824,0.001076177,0.0000342856,0.0001010735,0.0001450651,0.0001609479],"domain_scores_gemma":[0.9947767,0.003172951,0.0004301049,0.0003535035,0.0004966626,0.0007701103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005477528,0.00004431136,0.009772091,0.0003495231,0.0000283854,0.0002444439,0.01070019,0.0009835406,0.0001440881,0.8819833,0.02974408,0.06595127],"study_design_scores_gemma":[0.00001185158,0.00003325849,0.009815669,0.0008161871,0.0000188861,0.0001859657,0.05075938,0.0005447733,0.0001354795,0.7846012,0.1530437,0.00003354595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04982252,0.06371313,0.003642613,0.8466591,0.001766093,0.00001148765,0.00009234553,0.00003509356,0.03425753],"genre_scores_gemma":[0.9007706,0.06253634,0.00148397,0.02736293,0.00315466,0.00002146409,0.0000631337,0.00003995045,0.004566942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007863515,"threshold_uncertainty_score":0.02575052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992475552","doi":"10.1080/00330120903103106","title":"Phronesis Through GIS: Exploring Political Spaces of Education∗","year":2009,"lang":"en","type":"article","venue":"The Professional Geographer","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":true},"ca_institutions":"York University","funders":"","keywords":"Phronesis; Politics; Political science; Sociology; Epistemology; Philosophy","authors":[{"name":"Ranu Basu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06212163818606167,"gpt":0.3597025260325893,"spread":0.2975808878465277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002511857,0.0003755393,0.0003058002,0.003482608,0.003872458,0.009920754,0.001023412,0.001068178,0.008582304],"category_scores_gemma":[0.005338676,0.0002798847,0.0004689573,0.005998661,0.01996739,0.008247619,0.006891312,0.001578812,0.0004200263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004623477,"about_ca_system_score_gemma":0.00257958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02020112,"about_ca_topic_score_gemma":0.03111985,"domain_scores_codex":[0.9979271,0.001567856,0.00003560204,0.0001339698,0.0001690274,0.0001664826],"domain_scores_gemma":[0.994791,0.004347555,0.0002763651,0.0003059109,0.0001422692,0.0001369413],"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":[0.00005893944,0.00004468479,0.009317223,0.0002442015,0.00001720969,0.0008783137,0.3576152,0.0018102,0.0007757118,0.595939,0.002320772,0.03097863],"study_design_scores_gemma":[0.00002652676,0.00005037305,0.009333634,0.0004147474,0.00002036119,0.0003238863,0.5471001,0.00733901,0.0007176609,0.3122959,0.1223328,0.00004500141],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5705868,0.002524518,0.08342656,0.01697891,0.0001484576,0.0002156519,0.001229361,0.000323462,0.3245662],"genre_scores_gemma":[0.9825884,0.0004527598,0.01343735,0.0001484767,0.00001880883,0.00006810072,0.0001222312,0.00004980578,0.003113879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02020112,"threshold_uncertainty_score":0.04016709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2413762583","doi":"10.1080/00330124.2016.1184987","title":"Characterizing and Predicting Traffic Accidents in Extreme Weather Environments","year":2016,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Traffic and Road Safety","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Meteorology; Geography; Environmental science; Transport engineering; Engineering","authors":[{"name":"Richard Medina","is_ca":false},{"name":"Guido Cervone","is_ca":false},{"name":"Nigel Waters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01581435206751826,"gpt":0.2083480046991076,"spread":0.1925336526315893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004147124,0.0004486159,0.0002677214,0.0008725583,0.0003177498,0.0008540314,0.0003133508,0.0005589871,0.000252155],"category_scores_gemma":[0.002146824,0.0002620688,0.0003180632,0.0005999057,0.0001991011,0.0005085638,0.000388345,0.0003110971,0.0001061498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005147012,"about_ca_system_score_gemma":0.0007471456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05424371,"about_ca_topic_score_gemma":0.06442178,"domain_scores_codex":[0.9998116,0.00004416896,0.00001567018,0.0000481702,0.00003008914,0.00005040242],"domain_scores_gemma":[0.99929,0.0002967786,0.000205443,0.00003918884,0.0001067629,0.00006174238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006890859,0.000198927,0.3244048,0.00001569189,0.00006036751,0.0001706744,0.0001047234,0.6618804,0.0008925067,0.0002898945,0.000500935,0.01141224],"study_design_scores_gemma":[0.000003247767,0.0000425804,0.05636208,0.000004515095,0.00001213922,0.00002990442,0.0002537097,0.9423257,0.0003681087,0.0004005418,0.0001882662,0.000009140089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955443,0.00002692062,0.003999789,0.00003479839,0.000005014268,0.0000105699,0.0001210366,0.00003736795,0.000220217],"genre_scores_gemma":[0.9977431,0.00004892166,0.001619919,0.000003715977,0.000004721279,0.000006386757,0.0004036397,0.000003320409,0.0001663033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05424371,"threshold_uncertainty_score":0.107856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173327126","doi":"10.1080/00330124.2021.1915809","title":"Introduction and Abridged Text of Lecture: “Laggards or Leaders: Academia and Its Responsibility in Delivering on the Paris Commitments”","year":2021,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Task force; Event (particle physics); Action (physics); Political science; Sociology; Library science; Media studies; Public administration; Computer science; Physics","authors":[{"name":"Kevin Anderson","is_ca":false},{"name":"Patricia M. Martín","is_ca":true},{"name":"Joseph Nevins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04908548660599308,"gpt":0.3412409118750196,"spread":0.2921554252690265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009620499,0.001246406,0.0007992953,0.001386859,0.001472704,0.002576836,0.0015275,0.002532954,0.2336276],"category_scores_gemma":[0.006552013,0.0003074703,0.0005702206,0.001189315,0.0006586924,0.001842572,0.001754128,0.00427443,0.1391671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925313,"about_ca_system_score_gemma":0.002039859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006727688,"about_ca_topic_score_gemma":0.009207874,"domain_scores_codex":[0.9992045,0.000177818,0.00005387764,0.0001338257,0.0002969259,0.000133087],"domain_scores_gemma":[0.9961501,0.001255234,0.0002232506,0.00008851394,0.001641421,0.0006415532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001799171,0.000005368712,0.000008343854,0.00004694642,3.239864e-7,0.00001240142,0.00001699139,0.0000200185,0.00006181457,0.0004671238,0.9954211,0.003921679],"study_design_scores_gemma":[0.00001220945,0.00001852765,0.0003746566,0.0001400399,0.000001103923,0.00003841232,0.00006729693,0.00005133703,0.00006839466,0.0007396993,0.998481,0.000007390753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007348993,0.01093655,0.002988782,0.1846729,0.6088241,0.0003894658,0.008774735,0.001010924,0.1816677],"genre_scores_gemma":[0.01074644,0.01381376,0.003140121,0.0852972,0.2265787,0.0007516093,0.008932615,0.001365967,0.6493735],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2336276,"threshold_uncertainty_score":0.7815621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046546988","doi":"10.1080/00330124.2012.757817","title":"Introduction: Dispatches from the Fifth Summer Institute in Economic Geography","year":2013,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Regional science; Economic geography; Meteorology","authors":[{"name":"Jamie Peck","is_ca":true},{"name":"Trevor J. Barnes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01113743460061403,"gpt":0.2157160121720033,"spread":0.2045785775713893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003670058,0.001396539,0.0008656048,0.002125669,0.003553374,0.004934914,0.001685723,0.004211592,0.187833],"category_scores_gemma":[0.008153765,0.0005990609,0.0005529952,0.001569634,0.0007106077,0.003385435,0.00328347,0.005139664,0.09463287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002945401,"about_ca_system_score_gemma":0.003376575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172332,"about_ca_topic_score_gemma":0.03109838,"domain_scores_codex":[0.9981389,0.0003518364,0.0001631809,0.0003454833,0.0006578813,0.0003427285],"domain_scores_gemma":[0.9918126,0.001300552,0.0004387201,0.0003599934,0.003112852,0.002975222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000194642,0.000008122882,0.00009389729,0.00003134819,6.383178e-7,0.00001708321,0.000061611,0.00002049108,0.00007024927,0.0004099499,0.994222,0.005045181],"study_design_scores_gemma":[0.000006318047,0.000009703637,0.0008929092,0.00006346112,6.026121e-7,0.00001295025,0.0002243933,0.00002752159,0.00002918712,0.0002039702,0.9985239,0.0000052543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003425325,0.01069946,0.004598783,0.3203655,0.3691919,0.001063,0.009757086,0.001688621,0.2792103],"genre_scores_gemma":[0.01070824,0.004773346,0.002028545,0.04438526,0.05509232,0.0005478776,0.004821341,0.001101129,0.8765419],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.187833,"threshold_uncertainty_score":0.6283641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1900939021","doi":"10.1111/j.0033-0124.2004.05601013.x","title":"Geographies of the United States in the Year 2004<sup>*</sup>","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Blame; Citation; Wish; Library science; Sociology; Media studies; Computer science; Psychology; Anthropology; Social psychology","authors":[{"name":"Elvin Wyly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01866473709686899,"gpt":0.220208144132164,"spread":0.201543407035295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002104109,0.0002969245,0.0003550031,0.006328628,0.0005761769,0.00114369,0.0004000257,0.0004224694,0.007808142],"category_scores_gemma":[0.002049326,0.0002019863,0.0002611679,0.01719954,0.0002093922,0.0006688457,0.0006967873,0.0005332952,0.002634953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654653,"about_ca_system_score_gemma":0.002046017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3785176,"about_ca_topic_score_gemma":0.5800478,"domain_scores_codex":[0.9997266,0.00003199721,0.00004298711,0.00004618623,0.00009789063,0.00005435781],"domain_scores_gemma":[0.9982823,0.000193475,0.0004633709,0.00007501571,0.0008650208,0.0001207951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001112894,0.00002914276,0.1225792,0.0004487621,0.00009039882,0.0001476166,0.001311198,0.002305761,0.0002680056,0.00468474,0.8322501,0.03577392],"study_design_scores_gemma":[0.00000778605,0.00001764711,0.515902,0.0002254425,0.00007527225,0.0001752593,0.003882738,0.0005844695,0.0004402787,0.0004147209,0.4782488,0.00002544674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1229474,0.00736465,0.00102281,0.004765753,0.001839884,0.00004282801,0.7867856,0.0008659491,0.07436512],"genre_scores_gemma":[0.4285181,0.01099282,0.00319794,0.001102677,0.0007370765,0.0001816432,0.4840322,0.0002168115,0.07102077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3785176,"threshold_uncertainty_score":0.7526287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}