{"meta":{"query_hash":"f7cee678135d","filters":{"venue":"Journal of Interior Design"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f7cee678135d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Interior+Design"},"results":[{"id":"W1528041732","doi":"10.1111/joid.12042","title":"Foundation for Interior Design Education Research's Early History: Important Developments from 1970 to 1990","year":2015,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Context (archaeology); Agency (philosophy); Documentation; Political science; Corporate governance; Foundation (evidence); Expansive; Engineering ethics; Public relations; Public administration; Engineering; Management; Sociology; Law; Social science; History","score_opus":0.21728103613949395,"score_gpt":0.3359925270709953,"score_spread":0.11871149093150135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528041732","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28583753,0.0040803817,0.6789934,0.0012423401,0.020606648,0.0029659655,0.000033280678,0.0001041418,0.006136316],"genre_scores_gemma":[0.8782583,0.00006168311,0.10456902,0.0010514066,0.0043231603,0.00018980452,0.00001813439,0.00011825449,0.011410274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974677,0.0005137027,0.0008573204,0.00023512458,0.0005859612,0.00034019919],"domain_scores_gemma":[0.9971938,0.00032837535,0.00056261773,0.00018274687,0.0013819737,0.00035047086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002775103,0.0002149614,0.0003945092,0.0005683147,0.00031232298,0.00014677767,0.00046983926,0.00007603753,0.00047810265],"category_scores_gemma":[0.0007308636,0.0001880337,0.00015947584,0.000059662314,0.00021329279,0.00046446058,0.000046243396,0.00031733094,0.000097187134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003569274,0.00015872227,0.00009030141,0.000032496137,0.00023161982,0.000024826018,0.37428814,0.000009426756,0.02066147,0.0029717768,0.5572901,0.04067186],"study_design_scores_gemma":[0.000889154,0.0023444511,0.0002294005,0.00037861016,0.00007096747,0.000015404376,0.00765281,0.000038783426,0.0017486776,0.008926855,0.97733086,0.00037401417],"about_ca_topic_score_codex":0.00062023365,"about_ca_topic_score_gemma":0.00028957738,"teacher_disagreement_score":0.5924207,"about_ca_system_score_codex":0.0018894849,"about_ca_system_score_gemma":0.0023101757,"threshold_uncertainty_score":0.7667792},"labels":[],"label_agreement":null},{"id":"W1892118325","doi":"10.1111/joid.12006","title":"NCIDQ's Early History: Important Developments from 1970 to 1990","year":2013,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Timeline; Certification; Formative assessment; Corporate governance; Political science; Public relations; Engineering ethics; Public administration; Engineering; Management; Law; Sociology; History; Pedagogy","score_opus":0.043156498782159956,"score_gpt":0.2124722939295856,"score_spread":0.16931579514742565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892118325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96085733,0.0028799383,0.013974909,0.00043446769,0.006714605,0.00056031457,0.000015241158,0.00006475905,0.014498452],"genre_scores_gemma":[0.9769509,0.000044870176,0.010815477,0.0016727474,0.0015460885,0.000019327905,0.0000016549927,0.000050886643,0.008898046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983925,0.0001282164,0.0007113559,0.00015199209,0.00035333892,0.0002625907],"domain_scores_gemma":[0.998775,0.00009391475,0.00047051304,0.00014042787,0.0002740602,0.00024605362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033788956,0.00020262419,0.0003881719,0.000228139,0.00018233854,0.000075567485,0.00038074277,0.000053854645,0.0066975793],"category_scores_gemma":[0.00007827064,0.00016137325,0.00018410328,0.000023680896,0.00013914712,0.0003201706,0.00003653669,0.00026550842,0.0004016038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036793164,0.00008458427,0.0006395627,0.00001528572,0.00034840903,0.0001740137,0.32828456,0.0000030796223,0.04359498,0.001388998,0.61130965,0.013788927],"study_design_scores_gemma":[0.00055993843,0.0007545556,0.0042247376,0.0001958762,0.000065725624,0.000020757901,0.0021027667,0.0000077229615,0.0010260455,0.002244217,0.98835146,0.00044617956],"about_ca_topic_score_codex":0.0013942417,"about_ca_topic_score_gemma":0.00024383138,"teacher_disagreement_score":0.37704182,"about_ca_system_score_codex":0.0005095976,"about_ca_system_score_gemma":0.0002546319,"threshold_uncertainty_score":0.9942104},"labels":[],"label_agreement":null},{"id":"W2067549487","doi":"10.1111/j.1939-1668.2008.01017.x","title":"Learning the Dynamic Processes of Color and Light in Interior Design","year":2009,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Interior design; Context (archaeology); Perception; Coursework; Computer science; Architectural engineering; Space (punctuation); Human–computer interaction; Artificial intelligence; Engineering; Mathematics; Psychology; Mathematics education","score_opus":0.024538729956598383,"score_gpt":0.25713624821692244,"score_spread":0.23259751826032404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067549487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98863095,0.0018809715,0.006865978,0.0019605875,0.00016911859,0.00029338535,1.8450133e-7,0.000016307167,0.00018248895],"genre_scores_gemma":[0.9985541,0.0001620488,0.0010074269,0.000117174255,0.00004583712,0.0000053620884,1.14747266e-7,0.000013923172,0.00009400641],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99883527,0.00006141844,0.00060325797,0.00012136523,0.00019746946,0.00018122082],"domain_scores_gemma":[0.9986537,0.00016498157,0.0007275338,0.00008975083,0.00035321558,0.0000108073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009968833,0.00016473386,0.00038498492,0.00034734176,0.000084884785,0.00016554413,0.00029218246,0.000042859927,0.000033967335],"category_scores_gemma":[0.00065496255,0.00010745546,0.00006905778,0.00036565078,0.00007758075,0.0005915417,0.00008342264,0.00027543074,0.000005901711],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032272674,0.0002637,0.17578529,0.00075288094,0.00030086254,0.00042792733,0.0048100012,0.00018717081,0.39339116,0.00013851629,0.0011877086,0.4195275],"study_design_scores_gemma":[0.010570959,0.006036294,0.86984575,0.012079136,0.002237345,0.0011397221,0.023845105,0.015563444,0.031275015,0.0023918585,0.022515453,0.002499912],"about_ca_topic_score_codex":0.000015425321,"about_ca_topic_score_gemma":0.000049479222,"teacher_disagreement_score":0.69406044,"about_ca_system_score_codex":0.000043373893,"about_ca_system_score_gemma":0.000052478015,"threshold_uncertainty_score":0.43819064},"labels":[],"label_agreement":null},{"id":"W2071132037","doi":"10.1111/j.1939-1668.2006.tb00415.x","title":"The Consortium for Design Education: A Model for Internationalizing Interior Design Programs","year":2005,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interior design; Curriculum; Engineering; Engineering management; Code (set theory); Engineering ethics; Architectural engineering; Public relations; Political science; Pedagogy; Sociology; Computer science","score_opus":0.11059827299547886,"score_gpt":0.3017173415750717,"score_spread":0.19111906857959282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071132037","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004863864,0.0021106487,0.99186677,0.0014112605,0.0018381503,0.0016155196,0.000010257237,0.000039527476,0.0006215107],"genre_scores_gemma":[0.44963714,0.00023531844,0.5079323,0.0019710707,0.006707024,0.0010852037,0.0000073850797,0.00016048567,0.032264043],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787694,0.00026572577,0.0009696955,0.00020963418,0.00030091705,0.0003770826],"domain_scores_gemma":[0.996663,0.0010720883,0.0008365787,0.00018252489,0.0011089967,0.00013685513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019836428,0.00027537762,0.00039840658,0.0001947062,0.0009117559,0.00032765776,0.0006414067,0.00008388697,0.00008053349],"category_scores_gemma":[0.00036751712,0.00019452051,0.0004552924,0.000034729248,0.00039756898,0.00040997504,0.000028854822,0.00024478303,0.000008820351],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006664897,0.00040292655,0.0000051211755,0.00014342162,0.00082020246,0.0000056647536,0.16284133,0.0038024527,0.004425467,0.0627037,0.27359113,0.4845937],"study_design_scores_gemma":[0.001958214,0.0027560105,0.000002193589,0.00057365844,0.00030876097,0.00011399625,0.0073839836,0.11646227,0.0023968902,0.038308177,0.8290974,0.0006384453],"about_ca_topic_score_codex":0.000006537997,"about_ca_topic_score_gemma":0.000066609464,"teacher_disagreement_score":0.5555063,"about_ca_system_score_codex":0.00038374178,"about_ca_system_score_gemma":0.0009854747,"threshold_uncertainty_score":0.79323167},"labels":[],"label_agreement":null},{"id":"W2134447289","doi":"10.1111/j.1939-1668.2007.tb00547.x","title":"Interior Design at a Crossroads: Embracing Specificity through Process, Research, and Knowledge","year":2008,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bachelor; Studio; Environmental design; Library science; Design studio; Sociology; Graduate research; Interior design; Engineering; Engineering ethics; Media studies; Political science; Architectural engineering; Computer science; Telecommunications","score_opus":0.21299947835764926,"score_gpt":0.3408661597662249,"score_spread":0.12786668140857566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134447289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81290674,0.018454226,0.094042175,0.00041993684,0.0031726528,0.001305977,0.000021670505,0.00015170361,0.06952492],"genre_scores_gemma":[0.9802182,0.0006188011,0.0033890412,0.0001328326,0.0017540345,0.000015219318,6.2977375e-7,0.000063154876,0.013808143],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722546,0.0006733543,0.0007997211,0.0002960262,0.0005014446,0.00050401426],"domain_scores_gemma":[0.99766743,0.00057110045,0.00044883104,0.00020036183,0.0009178683,0.00019438543],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016526014,0.00029253453,0.0005970437,0.00032555184,0.0017863518,0.00014747203,0.00044855388,0.00011638637,0.00075216766],"category_scores_gemma":[0.00028659243,0.00023291394,0.00019628374,0.00010446555,0.0020027987,0.0006210138,0.00012110906,0.0007889278,0.00007524625],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031710993,0.00022138485,0.00008751912,0.00020905717,0.00022089257,0.00059779367,0.8942898,0.0000161865,0.016044205,0.0031365626,0.07838613,0.003619402],"study_design_scores_gemma":[0.005649858,0.0143182855,0.00060458295,0.0034217734,0.00024217859,0.0050542266,0.06789367,0.0004350653,0.06637603,0.07096743,0.76258796,0.0024489453],"about_ca_topic_score_codex":0.000052644973,"about_ca_topic_score_gemma":0.00016344505,"teacher_disagreement_score":0.8263961,"about_ca_system_score_codex":0.00043896135,"about_ca_system_score_gemma":0.00046136082,"threshold_uncertainty_score":0.9995132},"labels":[],"label_agreement":null},{"id":"W2293012917","doi":"10.1111/joid.12068","title":"The Pink Elephant in the Room: What Ever Happened to Queer Theory in the Study of Interior Design 25 Years on?","year":2016,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Queer; Architectural engineering; Queer theory; Engineering; Aesthetics; Sociology; Art; Gender studies","score_opus":0.045104503732165846,"score_gpt":0.26421842092920006,"score_spread":0.2191139171970342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293012917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96855235,0.0021782669,0.018724734,0.003848205,0.002255758,0.0026211627,0.0000058406076,0.000018850678,0.0017948531],"genre_scores_gemma":[0.996602,0.00018299211,0.00009784463,0.0015012108,0.00037271052,0.000048942646,6.621811e-8,0.00002756265,0.001166691],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99516493,0.0030089887,0.0007987181,0.00016974958,0.00054697954,0.0003106347],"domain_scores_gemma":[0.9968215,0.0022011986,0.00041540858,0.00036566006,0.00014389458,0.000052318705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057312925,0.00022346863,0.0003984685,0.00027322775,0.00026778816,0.00019912944,0.0012289038,0.000055604974,0.00019291062],"category_scores_gemma":[0.00028922004,0.00008932072,0.00019067935,0.0000939184,0.00027755852,0.000324077,0.000051702184,0.00041063735,0.000030566687],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004102806,0.00035173516,0.00008178993,0.000010854232,0.00018348426,0.00021153013,0.90896165,0.000030048932,0.0038067193,0.0071414984,0.014161971,0.0609559],"study_design_scores_gemma":[0.006852861,0.0222401,0.012042572,0.0032655087,0.00027734414,0.0001456688,0.7388736,0.0000279013,0.0018577127,0.035096608,0.17825246,0.0010676447],"about_ca_topic_score_codex":0.00006684951,"about_ca_topic_score_gemma":0.0012051053,"teacher_disagreement_score":0.17008804,"about_ca_system_score_codex":0.00017002398,"about_ca_system_score_gemma":0.00012890826,"threshold_uncertainty_score":0.3642393},"labels":[],"label_agreement":null},{"id":"W2543931868","doi":"10.1111/joid.12086","title":"Lessons in Diversity: Origins of Interior Decoration Education in the United States, 1870–1930","year":2016,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interior design; Diversity (politics); Taste; Newspaper; Curriculum; Quarter (Canadian coin); Engineering; Visual arts; Painting; Sociology; Art; Media studies; History; Pedagogy; Psychology; Archaeology","score_opus":0.055671024280748244,"score_gpt":0.2774991138059598,"score_spread":0.22182808952521157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543931868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98377645,0.0002800639,0.012521501,0.0014526183,0.0009811234,0.00020643356,0.000011654496,0.0000070458236,0.00076313654],"genre_scores_gemma":[0.9985135,0.00022377512,0.00024866432,0.00028849902,0.00022674285,0.0000033655913,0.0000021309215,0.000009203089,0.00048412388],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878675,0.00036638352,0.00044948494,0.00007895857,0.00019355716,0.0001248814],"domain_scores_gemma":[0.9990172,0.00022822036,0.0003917411,0.0000997583,0.00022948156,0.000033603086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007129924,0.000101987236,0.00021666344,0.00052113086,0.00013411685,0.000028508073,0.00030130512,0.000041352643,0.00021379328],"category_scores_gemma":[0.00009724007,0.000060018956,0.000087102926,0.00008507303,0.00019035809,0.00026189035,0.000033345437,0.00017582157,0.000006310469],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014438973,0.00041542714,0.0038290357,0.00008356277,0.00011452516,0.000069881455,0.8295613,0.000035001496,0.010729818,0.043405157,0.029406562,0.08090581],"study_design_scores_gemma":[0.0055722054,0.0051827147,0.014801481,0.0043899077,0.00027312303,0.00012441716,0.20155697,0.00019273476,0.005398055,0.04670459,0.7147067,0.0010970776],"about_ca_topic_score_codex":0.0010598889,"about_ca_topic_score_gemma":0.003569393,"teacher_disagreement_score":0.6853002,"about_ca_system_score_codex":0.0004232507,"about_ca_system_score_gemma":0.0003097983,"threshold_uncertainty_score":0.24475019},"labels":[],"label_agreement":null},{"id":"W2792515542","doi":"10.1111/joid.12114","title":"Writing Rooms: Reconsidering the Notion of a Room of One's Own","year":2018,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Situated; Distraction; Writing process; Task (project management); Selection (genetic algorithm); Reflection (computer programming); Perspective (graphical); Aesthetics; Order (exchange); Visual arts; Focus (optics); Process (computing); Sociology; History; Art; Literature; Psychology; Computer science; Engineering; Pedagogy; Artificial intelligence","score_opus":0.23266000102633858,"score_gpt":0.31121526788930953,"score_spread":0.07855526686297096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792515542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8055985,0.0006041022,0.11313151,0.0010009372,0.00032442404,0.00025923384,0.000011445788,0.000010710384,0.07905916],"genre_scores_gemma":[0.9974011,0.000025002533,0.001496103,0.00002823611,0.00051073515,0.0000011897084,9.18491e-8,0.000007793417,0.0005297089],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998978,0.00014591488,0.0005008712,0.000049905437,0.00021287016,0.00011239064],"domain_scores_gemma":[0.9984419,0.00031274217,0.00046143375,0.00008706413,0.00066557317,0.000031330088],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009707415,0.00006093415,0.0002069642,0.000091888345,0.00011912016,0.00004457116,0.00015635914,0.00001874136,0.0017391052],"category_scores_gemma":[0.00027947972,0.000037273447,0.00009292325,0.000025787553,0.00035918213,0.00015331437,0.000032109376,0.00013297806,0.000010302967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031714065,0.0004679222,0.002386943,0.0005089301,0.0014763682,0.000070003494,0.19825044,0.000055779674,0.3493466,0.13456127,0.01693349,0.29277083],"study_design_scores_gemma":[0.0031724197,0.016515363,0.0055374196,0.00865781,0.00048644393,0.00044233637,0.2659879,0.0048925774,0.6376567,0.02654565,0.029385146,0.00072027574],"about_ca_topic_score_codex":0.000032537435,"about_ca_topic_score_gemma":0.00004568852,"teacher_disagreement_score":0.29205057,"about_ca_system_score_codex":0.000025925636,"about_ca_system_score_gemma":0.00006460121,"threshold_uncertainty_score":0.99917346},"labels":[],"label_agreement":null},{"id":"W2801540093","doi":"10.1111/joid.12125","title":"Performative Interior Design in the Criminal Courtroom","year":2018,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Performative utterance; Dramaturgy; Politics; Sociology; Mainstream; Interior design; Construct (python library); Aesthetics; Law; Epistemology; Political science; Engineering; Architectural engineering; Computer science; Art","score_opus":0.07142896302269552,"score_gpt":0.27001752954481545,"score_spread":0.19858856652211992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801540093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49128255,0.0022534553,0.44327042,0.0019550764,0.007753656,0.0015673259,0.000020485648,0.00008086042,0.051816188],"genre_scores_gemma":[0.9920234,0.00004019768,0.003523464,0.0011846118,0.0021819223,0.0000113314745,3.7785242e-7,0.000024663654,0.0010100072],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976501,0.0008870472,0.00068025384,0.0001206265,0.00036695972,0.00029499969],"domain_scores_gemma":[0.9984579,0.00046529566,0.00047063918,0.00016096317,0.00037076918,0.00007441274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023435217,0.000213774,0.000371045,0.0002826609,0.00052389386,0.00013743597,0.0006215745,0.000062569066,0.0013049145],"category_scores_gemma":[0.0001865452,0.00013247709,0.00020687339,0.00005355479,0.0007672945,0.00039522586,0.000030792715,0.0006243539,0.00009203328],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014723025,0.000070895316,0.000015459707,0.000031252617,0.000093809824,0.00012659121,0.9283675,0.0000063099933,0.0022794092,0.0026996625,0.0513714,0.013465436],"study_design_scores_gemma":[0.004196909,0.022792228,0.00119885,0.0015937854,0.0005969931,0.001445235,0.39074004,0.0014647951,0.009368694,0.015973307,0.54911757,0.0015115767],"about_ca_topic_score_codex":0.000039024824,"about_ca_topic_score_gemma":0.00013821512,"teacher_disagreement_score":0.53762746,"about_ca_system_score_codex":0.00018698223,"about_ca_system_score_gemma":0.00019832666,"threshold_uncertainty_score":0.99960804},"labels":[],"label_agreement":null},{"id":"W3116589574","doi":"10.1111/joid.12185","title":"The Bodily and the Divine: Study of a 10th Century Hindu Temple in Rajasthan, India","year":2020,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Hinduism; Temple; Worship; Harmony (color); Mandala; Mantra; Philosophy; Aesthetics; History; Religious studies; Art; Visual arts; Theology; Ancient history","score_opus":0.03573284150895523,"score_gpt":0.274159778859521,"score_spread":0.23842693735056575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116589574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93811435,0.00026570354,0.05537622,0.005340462,0.00043084053,0.00039575953,4.4619182e-7,0.000014099706,0.000062103674],"genre_scores_gemma":[0.99779266,0.00003981105,0.0017205012,0.00036885278,0.000053977816,0.000007762811,3.2518983e-8,0.0000063068915,0.000010117269],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983504,0.00044218628,0.00065874826,0.00013768215,0.0002553653,0.0001556513],"domain_scores_gemma":[0.99834067,0.00044012282,0.0007252967,0.0002194194,0.00024270116,0.00003178712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014924636,0.000114247014,0.00027734367,0.00017559774,0.000115051545,0.00012184156,0.0010458332,0.000046729667,0.0000063663115],"category_scores_gemma":[0.0004963422,0.000060242302,0.000052268377,0.00041786765,0.00015521386,0.00038583326,0.00026956547,0.00058519735,0.0000027378462],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011564804,0.0017215816,0.06573594,0.00012479936,0.0019947893,0.0014407233,0.37055188,0.00018942766,0.23492576,0.050687626,0.024279172,0.23678349],"study_design_scores_gemma":[0.061379876,0.051319916,0.50150263,0.0020162342,0.00035107447,0.0041318196,0.124349274,0.046469025,0.16378939,0.023079602,0.019470138,0.0021410321],"about_ca_topic_score_codex":0.00001485026,"about_ca_topic_score_gemma":0.000014363819,"teacher_disagreement_score":0.43576667,"about_ca_system_score_codex":0.00005266453,"about_ca_system_score_gemma":0.00006441687,"threshold_uncertainty_score":0.2542424},"labels":[],"label_agreement":null},{"id":"W4387171140","doi":"10.1177/10717641231194042","title":"Mothers of Invention: How the Experiences of Women Working From Home During COVID-19 Could Reshape the Domestic Environment","year":2023,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Workforce; Work (physics); Pandemic; Post-industrial society; Nexus (standard); Agency (philosophy); Metropolitan area; Coronavirus disease 2019 (COVID-19); Business; Telecommuting; Geography; Engineering; Psychology; Sociology; Political science; Economic growth; Medicine; Economics; Social science","score_opus":0.0614923197024299,"score_gpt":0.302011943881848,"score_spread":0.24051962417941808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387171140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109155,0.00063850393,0.0029159856,0.0042484817,0.00077320973,0.00020054166,0.0000033184492,0.0000089645655,0.000119463446],"genre_scores_gemma":[0.9976081,0.00016486798,0.00011634956,0.00026299967,0.00009722073,0.00004644654,3.4238894e-7,0.000011695954,0.0016919529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984371,0.00036861235,0.00047811153,0.00012657249,0.00034486986,0.00024472375],"domain_scores_gemma":[0.99841213,0.0005995817,0.0005958532,0.0002921586,0.000019697072,0.00008058615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015006922,0.0001150424,0.00026912126,0.00012437643,0.0001115873,0.00004209539,0.00052630086,0.00004548642,0.0019636326],"category_scores_gemma":[0.00011841637,0.00006530685,0.00014418935,0.00018365198,0.0002716221,0.00005183938,0.00010258836,0.00017749621,0.00001622843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030667712,0.00013766225,0.0052389405,0.00014257869,0.0015858145,0.00031340373,0.9377657,0.0058079283,0.010899905,0.00044173712,0.029368242,0.005231274],"study_design_scores_gemma":[0.001519523,0.0008507027,0.011518594,0.00031426645,0.00007864557,0.000048058977,0.9651442,0.00021592178,0.0006863293,0.0016379912,0.017805988,0.00017976953],"about_ca_topic_score_codex":0.00003194985,"about_ca_topic_score_gemma":0.0000017979553,"teacher_disagreement_score":0.027378468,"about_ca_system_score_codex":0.00020217159,"about_ca_system_score_gemma":0.0000326142,"threshold_uncertainty_score":0.9989487},"labels":[],"label_agreement":null},{"id":"W4389301519","doi":"10.1177/10717641231208020","title":"The Master’s Tools, or, Tearing Down the Goat House From Within","year":2023,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tearing; Engineering; Architectural engineering; Mechanical engineering","score_opus":0.15771983250047403,"score_gpt":0.34485387646830096,"score_spread":0.18713404396782693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389301519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92667246,0.0008049238,0.0009303905,0.05952927,0.005776374,0.00046289555,0.000008444521,0.00015783974,0.005657416],"genre_scores_gemma":[0.98298365,0.00066513015,0.000261822,0.0002650824,0.0015086206,0.000008573739,1.9429505e-7,0.000016116153,0.014290824],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983486,0.0004574633,0.00041061098,0.0000890181,0.0004314988,0.0002627882],"domain_scores_gemma":[0.99839187,0.0009331972,0.0003268874,0.00009891781,0.00018425846,0.00006487991],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019683826,0.00010724175,0.00019857433,0.000027397187,0.0021319608,0.00053586124,0.0006747155,0.00005665786,0.0000739613],"category_scores_gemma":[0.000693145,0.000042647313,0.00017119899,0.0002556169,0.0002842172,0.00034248026,0.0001744859,0.00030090343,0.00011496187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001775366,0.000039272756,0.0012746343,0.0000094181505,0.00082466385,0.00041297622,0.6880096,0.00011449374,0.008274611,0.0041421996,0.23378104,0.061341688],"study_design_scores_gemma":[0.000946764,0.0009984263,0.014812166,0.00058496755,0.00018439096,0.00004623977,0.76787263,0.0001807696,0.0018456038,0.024267934,0.18773204,0.0005280822],"about_ca_topic_score_codex":0.0005585093,"about_ca_topic_score_gemma":0.0028239563,"teacher_disagreement_score":0.079862975,"about_ca_system_score_codex":0.00017752813,"about_ca_system_score_gemma":0.0001324897,"threshold_uncertainty_score":0.99916714},"labels":[],"label_agreement":null},{"id":"W4390825170","doi":"10.1177/10717641231224479","title":"Uncovering Structures: Making Visible Hidden Biases","year":2024,"lang":"en","type":"article","venue":"Journal of Interior Design","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","score_opus":0.04936417897581571,"score_gpt":0.3206819144621024,"score_spread":0.27131773548628674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390825170","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1371416,0.0138115855,0.8240961,0.0006045087,0.014076206,0.00020157814,0.0000057514553,0.0003925037,0.009670176],"genre_scores_gemma":[0.97941023,0.00021222518,0.01947148,0.00010489393,0.0005178064,0.0000015788273,2.5041487e-7,0.000037674294,0.00024384308],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992156,0.000057899335,0.0003510781,0.000071096365,0.00016605727,0.00013828395],"domain_scores_gemma":[0.99929255,0.00041685745,0.000070972426,0.0000952693,0.00006254732,0.000061789375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041603736,0.00011573804,0.00015507116,0.00026911925,0.000026904907,0.00031290847,0.00017233481,0.00004617569,0.00066936726],"category_scores_gemma":[0.00021930055,0.00009723288,0.0000930214,0.0001989231,0.0000123785085,0.0005944557,0.000011612855,0.0002973983,0.00006739464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024765334,0.000025930885,0.00006364369,0.00064031815,0.0008713832,0.0009977067,0.0061794943,0.046715245,0.40634805,0.0010544702,0.19897024,0.33788586],"study_design_scores_gemma":[0.0009794455,0.0010453081,0.00094910007,0.0072001475,0.00049902365,0.009069549,0.0036036025,0.06846515,0.21106449,0.013362481,0.68241,0.001351728],"about_ca_topic_score_codex":0.0000015018011,"about_ca_topic_score_gemma":5.620814e-7,"teacher_disagreement_score":0.84226865,"about_ca_system_score_codex":0.0001261081,"about_ca_system_score_gemma":0.00009800689,"threshold_uncertainty_score":0.7329102},"labels":[],"label_agreement":null}]}