{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":322,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":322,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"195360f8f90c","filters":{"topic":"Architecture and Cultural Influences"}},"results":[{"id":"W1992508681","doi":"10.1016/j.scs.2014.04.008","title":"What can we learn from Malay vernacular houses?","year":2014,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":58,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Universiti Putra Malaysia; University of Reading","keywords":"Vernacular; Malay; Modernization theory; Value (mathematics); Quality (philosophy); Geography; Architectural engineering; Aesthetics; Sociology; Engineering; Political science; Computer science; Law; Art; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.01085546035627728,"gpt":0.2022171019824486,"spread":0.1913616416261713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001089433,0.0001664075,0.0001909142,0.00001260614,0.0009917517,0.000847843,0.0001250521,0.00006146537,0.0007364979],"category_scores_gemma":[0.00001243947,0.000120431,0.0001413067,0.0000226386,0.0004630273,0.0004947498,0.00009086728,0.0001625214,0.000008495913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003379083,"about_ca_system_score_gemma":0.00002829346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960749,"about_ca_topic_score_gemma":0.00042878,"domain_scores_codex":[0.9990836,0.00003923184,0.0001302271,0.0002176386,0.0001540908,0.0003751634],"domain_scores_gemma":[0.9995639,0.0000613913,0.00005242318,0.0001382453,0.0001075037,0.00007650362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000105217,0.00001599768,0.0002863919,0.0001764107,0.0001292427,0.00000881445,0.568243,0.00005430894,0.00001798842,0.3960132,0.02843491,0.006609237],"study_design_scores_gemma":[0.0001222795,0.00004370449,0.0001181272,0.00002424401,0.00001909722,6.476259e-7,0.4200102,0.0000580935,0.00002256862,0.02917509,0.5502693,0.0001366429],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680197,0.005225416,0.00003072324,0.004567051,0.0003952436,0.0001656634,0.00002176892,0.0001430811,0.02143133],"genre_scores_gemma":[0.8939399,0.002099859,0.00004401317,0.002734103,0.0008442851,0.00001515904,0.00002052177,0.00001761756,0.1002846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218344,"threshold_uncertainty_score":0.817577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206829680","doi":"10.1353/fem.2012.0021","title":"\"Malu\": Coloring Shame and Shaming the Color of Beauty in Transnational Indonesia","year":2012,"lang":"en","type":"article","venue":"Feminist Studies","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Black hair; Cosmetics; Shame; Geography; Socioeconomics; Political science; History; Sociology; Medicine; Law; Archaeology; Genealogy","retraction":null,"screen_n_in":null,"score":{"opus":0.08122504124854334,"gpt":0.2968335408614776,"spread":0.2156084996129343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001932471,0.00008089369,0.0001494555,0.00002683111,0.0003161007,0.00001923844,0.00006526669,0.00001548363,0.00003862393],"category_scores_gemma":[0.00002139304,0.00004461332,0.00002574443,0.00002837402,0.0004928557,0.00009717311,0.00003927455,0.00007364351,0.000001200556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001057581,"about_ca_system_score_gemma":0.000007021694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002041009,"about_ca_topic_score_gemma":0.0005778183,"domain_scores_codex":[0.9994823,0.00002190999,0.0001648979,0.0000727462,0.0001041014,0.0001540834],"domain_scores_gemma":[0.9996517,0.0002004588,0.00005404112,0.00004116194,0.00003560943,0.00001700909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002430198,0.00003235905,0.06279064,0.00005473681,0.00007834767,7.121516e-7,0.5255095,0.00000448667,0.0001172804,0.4102925,0.0002724417,0.0008226772],"study_design_scores_gemma":[0.0006359842,0.0002224821,0.3901446,0.0001249267,0.00009996607,0.00001208652,0.3622919,0.00002196779,0.0005851564,0.004115471,0.241373,0.0003724442],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854387,0.003263965,5.712599e-7,0.001480454,0.0001559938,0.0001060919,0.00001243091,0.00001060264,0.00953116],"genre_scores_gemma":[0.9991716,0.00003594672,0.00002643964,0.0002585694,0.0001932619,0.00003509469,0.000001367071,0.000003390943,0.0002743987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4061771,"threshold_uncertainty_score":0.2431223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313816615","doi":"10.18280/ijdne.170603","title":"An Overview of Thermal Insulation Material for Sustainable Engineering Building Application","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Thermal insulation; Architectural engineering; Thermal comfort; Solar gain; Environmental science; Civil engineering; Materials science; Engineering; Solar energy; Composite material; Meteorology","retraction":null,"screen_n_in":null,"score":{"opus":0.01781395963759271,"gpt":0.26689080083459,"spread":0.2490768411969973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609269,0.00006339378,0.0001022892,0.0001139802,0.0001234552,0.00007464015,0.0001918678,0.00002937836,0.00006182589],"category_scores_gemma":[0.00001730531,0.00005137827,0.00004931759,0.00002255387,0.00001865648,0.0003428566,0.00002898983,0.0001480628,5.14378e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004267067,"about_ca_system_score_gemma":0.0000243644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001615965,"about_ca_topic_score_gemma":0.000003533115,"domain_scores_codex":[0.9994342,0.00002303171,0.000228416,0.00006268459,0.0001768064,0.00007479966],"domain_scores_gemma":[0.9993457,0.00004777346,0.0002400834,0.00003596125,0.0003100949,0.00002039908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007187476,0.0001133585,0.0001409686,0.0000878725,0.0002321418,0.00001252389,0.008101772,0.1366183,0.07254884,0.7696102,0.0001279716,0.0116874],"study_design_scores_gemma":[0.003993069,0.004244882,0.006332838,0.0002517239,0.0004226636,0.0004907486,0.01773698,0.457628,0.01229135,0.1739832,0.3214083,0.001216373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811131,0.000925694,0.01676197,0.0002770592,0.0005808984,0.0001784847,0.00005033231,0.000009946787,0.0001024885],"genre_scores_gemma":[0.9974298,0.00003465701,0.001855954,0.0001170719,0.0004781158,0.000009212065,0.00002475678,0.000007218965,0.00004314337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.595627,"threshold_uncertainty_score":0.2095145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057103070","doi":"10.5539/jsd.v6n7p134","title":"Rethinking the Malaysian Affordable Housing Design Typology in View of Global Warming Considerations","year":2013,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universiti Sains Malaysia","keywords":"Affordable housing; Bedroom; Typology; Status quo; Order (exchange); Global warming; Business; Environmental planning; Architectural engineering; Climate change; Economic growth; Economics; Political science; Geography; Civil engineering; Engineering; Law; Finance; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.0392802032613132,"gpt":0.245322762953959,"spread":0.2060425596926458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005757815,0.00009512734,0.0002063486,0.00006434616,0.0003481346,0.0001251784,0.0001324276,0.00002999063,0.0005327832],"category_scores_gemma":[0.00008242727,0.00005412092,0.0000427766,0.00007596009,0.0001408104,0.000354429,0.00004785538,0.0001633474,0.000004953292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550147,"about_ca_system_score_gemma":0.0004088293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000294941,"about_ca_topic_score_gemma":0.000354755,"domain_scores_codex":[0.9989021,0.00009458094,0.0005215952,0.00006530813,0.0001656183,0.0002508227],"domain_scores_gemma":[0.9990574,0.0001119245,0.0002978985,0.0000594647,0.0004400032,0.00003336254],"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":[0.00005145928,0.0001183383,0.003299458,0.0002178329,0.0002115713,0.0003109403,0.4507982,0.006561534,0.0002077652,0.5234529,0.005324794,0.009445222],"study_design_scores_gemma":[0.0006991138,0.0002715037,0.008470158,0.0004688374,0.00005783005,0.0002712715,0.4508797,0.0001083612,0.001243896,0.4560161,0.08113386,0.0003793871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867629,0.001052002,0.0004385998,0.004075448,0.0001607526,0.0003454192,3.294956e-7,0.000008209307,0.007156315],"genre_scores_gemma":[0.9943711,0.00001940179,0.004508889,0.0005022605,0.00007430919,0.000008840737,2.531526e-7,0.000004343196,0.0005106662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07580906,"threshold_uncertainty_score":0.5833603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052118310","doi":"10.1163/15685292-12341254","title":"“To See the World in a Grain of Sand”: Wolfgang Laib and the Aesthetics of Interpenetrability","year":2013,"lang":"en","type":"article","venue":"Religion and the Arts","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Object (grammar); Delicacy; Metaphor; Art; Aesthetics; Gastronomy; Deliberation; Subject (documents); Philosophy; History; Tourism; Law; Politics; Archaeology; Computer science; Linguistics; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01266714875122241,"gpt":0.226774568710898,"spread":0.2141074199596756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003572898,0.00006640028,0.0001429873,0.00002541243,0.0001179018,0.00004592893,0.0001100955,0.00001136309,0.00005647738],"category_scores_gemma":[0.00002984198,0.00002257622,0.00004305866,0.00003901235,0.0009633772,0.00003688762,0.00005882066,0.00008392063,0.000004213509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002021214,"about_ca_system_score_gemma":0.000003803044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671905,"about_ca_topic_score_gemma":0.006357426,"domain_scores_codex":[0.9994809,0.0001067613,0.000182591,0.00007513712,0.00007535002,0.00007928276],"domain_scores_gemma":[0.999536,0.0002132108,0.00005980514,0.0001392714,0.00003344836,0.00001824822],"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":[0.0002684658,0.00002651028,0.0008597376,0.00003043874,0.00002492118,3.231022e-7,0.180075,0.00001322507,0.0001184099,0.8020312,0.007111011,0.009440834],"study_design_scores_gemma":[0.003280075,0.0002210354,0.009659842,0.000338859,0.00006994119,0.00001526368,0.01369885,0.0004082602,0.001320379,0.7146291,0.2560892,0.0002691572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581971,0.001037689,0.000002354481,0.01611384,0.00004018119,0.0003617707,0.000001625891,0.000005516942,0.02423991],"genre_scores_gemma":[0.9969681,0.0001602316,0.000007749766,0.001663487,0.00002671234,0.00001970315,2.962734e-7,0.000002655655,0.001151072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2489782,"threshold_uncertainty_score":0.3549604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096052873","doi":"10.5539/jgg.v4n2p1","title":"Urban Form and Sustainable Development: The Case of Urmia City","year":2012,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Urban sprawl; Sustainable development; Impervious surface; Urban planning; Smart growth; Environmental planning; Urban ecosystem; Geography; Urban density; Sustainability; Environmental quality; Environmental resource management; Business; Ecology; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.01253713870962135,"gpt":0.2167296072617018,"spread":0.2041924685520804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000337345,0.00006501529,0.0001367506,0.00008449383,0.0003940759,0.00002114248,0.00005515857,0.00002850348,0.0001367719],"category_scores_gemma":[0.00001259407,0.00003205745,0.00004934148,0.00002655877,0.0004652059,0.0002085738,0.00004134932,0.0001197193,2.632861e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001700928,"about_ca_system_score_gemma":0.00001173288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002088022,"about_ca_topic_score_gemma":0.0002980914,"domain_scores_codex":[0.9994982,0.00003144366,0.0001989697,0.00003726,0.00004225886,0.0001918074],"domain_scores_gemma":[0.9995579,0.00006259327,0.0001686044,0.00003714678,0.0001203225,0.00005342901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001418172,0.00009717944,0.4150734,0.0001223625,0.0003772397,0.0002351362,0.2388621,9.75878e-7,0.00001680541,0.3173859,0.003050872,0.0246362],"study_design_scores_gemma":[0.0004689472,0.0004482916,0.1412195,0.00002107005,0.0001159934,0.004384102,0.0649507,0.000001220013,0.0001303447,0.02215132,0.765949,0.0001594973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988077,0.00702359,0.000006673726,0.0004240522,0.00008469891,0.0000392197,7.917718e-7,0.000002141538,0.004341857],"genre_scores_gemma":[0.9989796,0.00008648259,0.00005824995,0.0002326317,0.0001986882,9.568539e-7,2.790358e-7,0.000001578572,0.0004415243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7628981,"threshold_uncertainty_score":0.3030953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039330658","doi":"10.5539/jsd.v5n5p140","title":"A Review of Malaysian Terraced House Design and the Tendency of Changing","year":2012,"lang":"en","type":"review","venue":"Journal of Sustainable Development","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Relocation; Architectural engineering; Originality; Space (punctuation); Architectural design; Business; Identity (music); Adaptation (eye); House price; Distribution (mathematics); Operations management; Marketing; Computer science; Sociology; Geography; Architecture; Aesthetics; Economics; Psychology; Engineering; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.06127764090758383,"gpt":0.2779313876779025,"spread":0.2166537467703187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002124889,0.0002521822,0.001504402,0.0002712283,0.0002026262,0.00003870768,0.0003195824,0.00005444633,0.000185015],"category_scores_gemma":[0.00008164474,0.0001122174,0.0003042272,0.0001200911,0.0002468642,0.0001941535,0.0001198106,0.0002757384,0.000001906058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007097226,"about_ca_system_score_gemma":0.0004951982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008670428,"about_ca_topic_score_gemma":0.000001416318,"domain_scores_codex":[0.9978293,0.000242564,0.001244839,0.00008944306,0.0002919821,0.0003018728],"domain_scores_gemma":[0.997223,0.0001622437,0.001938669,0.0001209529,0.0004929429,0.00006222619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004304737,0.00005680498,8.814974e-7,0.2625803,0.0007772567,0.00003981611,0.07894103,0.000001643187,1.569241e-7,0.01693818,0.001535707,0.6390852],"study_design_scores_gemma":[0.0001584069,0.00005054915,9.333557e-7,0.06018709,0.0007664408,0.0001103735,0.01116423,1.405238e-7,0.000002176706,0.0001960128,0.9272272,0.0001364386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001477694,0.9982345,0.00004915602,0.0001528056,0.00008832023,0.0007063599,9.679014e-7,0.000004717878,0.0007484001],"genre_scores_gemma":[0.000169435,0.9964485,0.0005580241,0.0001418481,0.0001826043,0.00002972365,0.000001163279,0.00002101804,0.002447697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9256915,"threshold_uncertainty_score":0.4576091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946959751","doi":"10.25316/ir-1428","title":"The planning system and the development of mosques on the Greater Toronto Area","year":2000,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental planning; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01299085768096162,"gpt":0.1704580395873413,"spread":0.1574671819063796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006600164,0.0001176127,0.0001198595,0.00001130033,0.001299561,0.0001131263,0.0002615333,0.00002378786,0.0006052167],"category_scores_gemma":[0.000001877789,0.00004410838,0.00004805084,0.00002358174,0.0003606275,0.0003321152,0.00005944006,0.00008402878,0.000006680234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001788935,"about_ca_system_score_gemma":0.00002194729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002809711,"about_ca_topic_score_gemma":0.1064552,"domain_scores_codex":[0.999436,0.00008469324,0.00009677445,0.0001163538,0.0001277991,0.0001383592],"domain_scores_gemma":[0.9995791,0.0001743509,0.00005820315,0.0001476354,0.00001476187,0.00002594091],"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":[0.0006957864,0.00001209618,0.0001760416,0.00002447533,0.0001596346,0.000007680645,0.2665586,0.00006049827,0.000003006913,0.09352677,0.6354914,0.003283988],"study_design_scores_gemma":[0.0003528802,0.00003578684,0.0002877118,0.00008393147,0.0000229885,6.426641e-7,0.08120996,0.0000450737,0.0001143605,0.0001847979,0.9175632,0.00009865822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2871157,0.0002387647,0.000003988242,0.001309026,0.00008777254,0.0001540433,0.000009844982,0.00004400762,0.7110369],"genre_scores_gemma":[0.8757614,0.0000461997,0.00002067336,0.0002098417,0.00007133045,0.000001306988,9.853203e-7,0.000005431392,0.1238828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5886458,"threshold_uncertainty_score":0.9995302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148794959","doi":"10.5539/ass.v10n8p230","title":"Malay Architectural Heritage on Timber Construction Technique of the Traditional Kampung Laut Old Mosque, Malaysia","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universiti Sains Malaysia","keywords":"Malay; Architectural engineering; Relation (database); Cultural heritage; Identity (music); Civil engineering; History; Geography; Archaeology; Engineering; Aesthetics; Computer science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01677557220430883,"gpt":0.2211890332101646,"spread":0.2044134610058558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002151225,0.0001061495,0.0001119404,0.00004032123,0.0009690602,0.00009114214,0.0003558713,0.00003502077,0.000469351],"category_scores_gemma":[0.00002939768,0.00006294919,0.000093731,0.0001338717,0.002722952,0.0001717018,0.00004022823,0.0001787347,0.00001444463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002893018,"about_ca_system_score_gemma":0.00003842048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003936598,"about_ca_topic_score_gemma":0.00007831962,"domain_scores_codex":[0.9990039,0.00006023459,0.000152211,0.0001909849,0.0003846909,0.0002079834],"domain_scores_gemma":[0.9996496,0.00003090663,0.0001061965,0.0001094606,0.00006449264,0.00003937256],"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":[0.000006818359,0.00001658625,0.000210163,0.000006946255,0.000004673947,2.816953e-7,0.0125154,0.00001108652,0.004575481,0.957849,0.0002256147,0.024578],"study_design_scores_gemma":[0.0009374581,0.0009488114,0.2512584,0.0003995114,0.00009706434,0.0001742026,0.02077735,0.0002831641,0.0512327,0.5241821,0.1480512,0.001657991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3553755,0.000003084126,0.00005470726,0.002068508,0.000316623,0.0001935034,0.00001875263,0.00004471869,0.6419246],"genre_scores_gemma":[0.9975265,2.051542e-7,0.0002572896,0.0005982058,0.000515812,0.00001865783,0.000001907221,0.000004858885,0.001076512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6421511,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997445705","doi":"10.1108/20441261211223252","title":"Traditional vs modern Arabian morphologies","year":2012,"lang":"en","type":"article","venue":"Journal of Cultural Heritage Management and Sustainable Development","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":15,"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":"Originality; Modernization theory; Islam; Typology; Vernacular; Urbanity; Islamic culture; Architecture; Sociology; Value (mathematics); History; Economy; Social science; Law; Civil engineering; Political science; Engineering; Computer science; Qualitative research; Archaeology; Economics; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.04102022014524342,"gpt":0.2252233908700031,"spread":0.1842031707247597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003628538,0.0001787428,0.0002271878,0.000108609,0.0005606331,0.0002465005,0.0001667375,0.00002978398,0.0004047239],"category_scores_gemma":[0.000009597533,0.0001090203,0.0000803536,0.00004277662,0.0001485558,0.001172075,0.00009755111,0.0001458432,0.000009764787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007743316,"about_ca_system_score_gemma":0.00001863984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006498314,"about_ca_topic_score_gemma":0.000008374282,"domain_scores_codex":[0.9987007,0.00003399648,0.0004004177,0.00009987302,0.0003073881,0.0004575972],"domain_scores_gemma":[0.9994221,0.00001778401,0.0001851989,0.00005497163,0.0001971297,0.00012283],"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":[0.0002905066,0.0003588366,0.001921803,0.000709886,0.0007392786,0.0005481258,0.3685652,0.00009700582,0.00005876505,0.5322573,0.04956387,0.04488944],"study_design_scores_gemma":[0.0004029355,0.000117157,0.01015512,0.00005250903,0.00005184002,0.00007761671,0.2199572,0.000005175087,0.00006497989,0.005650329,0.7632001,0.0002649594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292887,0.003185855,0.0000955569,0.001002456,0.0003810672,0.0002223493,0.000001849773,0.00003471963,0.06578737],"genre_scores_gemma":[0.9591622,0.0001357329,0.001676911,0.0004723619,0.0004223773,0.0000116295,0.00000706106,0.000007615992,0.03810408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7136363,"threshold_uncertainty_score":0.4445718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992727125","doi":"10.2495/sdp-v15-n1-14-27","title":"Regenerating places sustainably: The healthy urban design","year":2019,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental planning; Urban design; Architectural engineering; Urban sustainability; Urban regeneration; Business; Urban planning; Environmental science; Civil engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02758106510297425,"gpt":0.2512355058672008,"spread":0.2236544407642265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005921948,0.0001051727,0.0001245911,0.000133291,0.0004064948,0.0003863243,0.0002655275,0.00002235741,0.0001368152],"category_scores_gemma":[0.00006505873,0.00006040716,0.00003225942,0.00003107865,0.00005836368,0.0004195299,0.00006219762,0.0001831522,0.000005502111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006726404,"about_ca_system_score_gemma":0.0002033863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682252,"about_ca_topic_score_gemma":0.000004612552,"domain_scores_codex":[0.9990246,0.0000508535,0.0003181143,0.00008687788,0.0003110147,0.0002085285],"domain_scores_gemma":[0.9988544,0.000162475,0.0002625562,0.00003816855,0.0006381921,0.0000442296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008092941,0.00004407723,0.007966273,0.0001007184,0.000492438,0.0008570384,0.7099537,0.004161017,0.0000507066,0.2051172,0.05848243,0.01196502],"study_design_scores_gemma":[0.0003600319,0.0001300983,0.0005668966,0.0001208424,0.000009642118,0.00007286866,0.3543074,0.00006340253,0.0002925478,0.0008333593,0.6431069,0.0001360509],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832509,0.003456222,0.0002489591,0.002422508,0.0006919508,0.0001728266,7.287065e-7,0.00001332039,0.00974254],"genre_scores_gemma":[0.9800063,0.00002603908,0.0006527132,0.0009876451,0.0007570972,0.000003920612,0.000003221086,0.000007138294,0.01755593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5846245,"threshold_uncertainty_score":0.3725334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151268096","doi":"10.17831/rep:arcc%y116","title":"Spirituality in Place: Building Connections Between Architecture, Design, and Spiritual Experience","year":2013,"lang":"en","type":"article","venue":"ARCC Conference Repository (Architectural Research Centers Consortium)","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","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 Calgary","funders":"","keywords":"Spirituality; Sociology; Aesthetics; Meaning (existential); Contemplation; Beauty; Context (archaeology); Public space; Built environment; Environmental ethics; Architecture; Architectural engineering; Epistemology; Engineering; Visual arts; Civil engineering; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.1164398937802315,"gpt":0.3362944539443974,"spread":0.219854560164166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0009395263,0.0005040929,0.000587742,0.0006139235,0.001540491,0.001220802,0.0007659625,0.0001397199,0.000665833],"category_scores_gemma":[0.0004677347,0.0003914852,0.0001444206,0.0002836966,0.003557822,0.0006808416,0.0004520717,0.001538974,0.00006248485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479305,"about_ca_system_score_gemma":0.0002306692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006645766,"about_ca_topic_score_gemma":0.001663657,"domain_scores_codex":[0.9942959,0.001378907,0.0008733934,0.001042655,0.0009812649,0.001427877],"domain_scores_gemma":[0.9965418,0.001674336,0.0001749854,0.0005276605,0.0005339279,0.0005472667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009921781,0.0005802119,0.2128285,0.0006134637,0.0005819881,0.0004212131,0.3405236,0.001052185,0.1422846,0.05622878,0.003582542,0.2403107],"study_design_scores_gemma":[0.008998178,0.005561637,0.5410672,0.003808132,0.0002355092,0.001589601,0.1164356,0.005497392,0.07451925,0.09399942,0.1401374,0.008150674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868447,0.000304287,0.0008796396,0.003164036,0.0002851042,0.00155651,0.00001773047,0.0001701826,0.006777866],"genre_scores_gemma":[0.9966592,0.00003163045,0.0009415908,0.0002633503,0.0004049047,0.0004369462,0.00001163053,0.00003361758,0.001217093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3282386,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796515212","doi":"10.2307/1504728","title":"Envelope Design for Buildings","year":2000,"lang":"en","type":"article","venue":"APT Bulletin","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Envelope (radar); Building envelope; Architectural engineering; Engineering; Civil engineering; Construction engineering; Geography; Telecommunications; Meteorology","retraction":null,"screen_n_in":null,"score":{"opus":0.03782267355222979,"gpt":0.223586000011315,"spread":0.1857633264590852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008647806,0.00009318414,0.0000923196,0.00001448494,0.0003142736,0.00009022499,0.0001261222,0.00002269876,0.04799332],"category_scores_gemma":[0.00001212954,0.00006432498,0.00005714254,0.0000100301,0.0001009228,0.00003145546,0.000007729293,0.00005131074,0.001393132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005032075,"about_ca_system_score_gemma":0.000006665446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009973957,"about_ca_topic_score_gemma":0.00002293884,"domain_scores_codex":[0.9994898,0.00001619133,0.0001124168,0.0001369677,0.00006784379,0.0001767176],"domain_scores_gemma":[0.9997622,0.00007584816,0.00002212799,0.00007400887,0.00003203047,0.0000337667],"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":[0.00009828568,0.00002856669,0.000005051317,0.00001478507,0.00003323696,0.000002723555,0.02374998,0.0001002036,0.0001713748,0.0849873,0.7615304,0.1292781],"study_design_scores_gemma":[0.0001287547,0.00008337047,0.00001007726,0.00001050252,0.000009501959,0.000002066385,0.0003617365,0.00000499818,0.0004201936,0.004142857,0.9947074,0.0001185131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1668035,0.001458791,0.00236017,0.04663184,0.0005732275,0.001480961,0.000055456,0.0005707135,0.7800654],"genre_scores_gemma":[0.6382928,0.00006652065,0.01127401,0.0120836,0.001567539,0.0001788197,0.00001763595,0.00003390594,0.3364852],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4714893,"threshold_uncertainty_score":0.9993844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2461632118","doi":"10.20286/nova-jeas-050101","title":"Impact of Modern Technologies on Islamic Architecture in Malaysia and Middle East","year":2016,"lang":"en","type":"article","venue":"Nova Journal of Engineering and Applied Sciences","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Islam; Architecture; Modernity; Globalization; Islamic architecture; Sociology; Humanity; Meaning (existential); Environmental ethics; Architectural engineering; Engineering; History; Political science; Epistemology; Law; Archaeology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03606607543811096,"gpt":0.2324950762071334,"spread":0.1964290007690225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001348597,0.00008912077,0.0001549895,0.0001873784,0.00005031021,0.00003632271,0.0001211802,0.00002404659,0.00001606025],"category_scores_gemma":[0.0000194347,0.0000400058,0.0000324383,0.00005800953,0.0003334928,0.00008039048,0.00002035315,0.0001046495,3.457525e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006860138,"about_ca_system_score_gemma":0.00001263067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006773859,"about_ca_topic_score_gemma":0.00001948826,"domain_scores_codex":[0.9995055,0.000003438162,0.0001644879,0.00008687889,0.0001159083,0.0001237931],"domain_scores_gemma":[0.9997873,0.00005345657,0.00008492332,0.00003808022,0.00001972477,0.00001648837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002088944,0.0001206867,0.00818386,0.0001529789,0.0001393805,0.0000148667,0.05323045,0.103072,0.3447338,0.1521165,0.00008082421,0.3379458],"study_design_scores_gemma":[0.0122139,0.02052528,0.2030242,0.01474195,0.0002889729,0.00163174,0.05587199,0.01251402,0.09183277,0.5765098,0.005464172,0.005381207],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979599,0.0004675665,0.0001146383,0.0002322748,0.00003716918,0.00002953857,0.000003296908,0.00001145055,0.00114415],"genre_scores_gemma":[0.9996297,0.00003009518,0.0002665006,0.000007337248,0.00004399324,6.42642e-7,3.714129e-8,0.000002699432,0.00001902187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4243934,"threshold_uncertainty_score":0.1631389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092665056","doi":"10.5539/ach.v4n1p65","title":"Design Fundamentals in the Hot and Humid Climate of Iran: The Case of Khoramshahr","year":2011,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Harmony (color); Architecture; Architectural engineering; Thermal comfort; Environmental science; Air conditioning; Dry climate; Climate change; Global warming; Building design; Tropical climate; Meteorology; Computer science; Civil engineering; Climatology; Environmental resource management; Geography; Engineering; Ecology; Geology; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.09418289307668323,"gpt":0.2351477578012358,"spread":0.1409648647245526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792182,0.00009242955,0.0001344804,0.00002353464,0.0001876528,0.00001425789,0.0001012708,0.00003047665,0.0002685155],"category_scores_gemma":[0.000003666783,0.00004089314,0.00003359272,0.00001636438,0.0006865507,0.00009114519,0.00001981532,0.0001032115,0.000001616856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008610273,"about_ca_system_score_gemma":0.000007580702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007113945,"about_ca_topic_score_gemma":0.003585628,"domain_scores_codex":[0.999497,0.00008616733,0.0001601038,0.00009852451,0.00005748744,0.0001007068],"domain_scores_gemma":[0.9997389,0.00002395701,0.00009187776,0.0001056959,0.00002141448,0.00001820832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005112394,0.00004011761,0.00009821769,0.00005884735,0.00002236696,0.00005409514,0.9289711,1.908539e-7,0.0003811505,0.06035478,0.005604615,0.004363414],"study_design_scores_gemma":[0.0004610785,0.0006635898,0.002163426,0.0001053072,0.0001469381,0.0004040304,0.3831117,0.000003650475,0.0004892038,0.004748889,0.6074302,0.0002720186],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4537442,0.03747754,0.000008239853,0.0005248586,0.0002516606,0.0007020242,0.00004169833,0.0000255176,0.5072243],"genre_scores_gemma":[0.9984232,0.0001669159,0.00006260999,0.0005060621,0.0000498773,0.000009633505,0.000001664135,0.000003862714,0.0007762444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6018256,"threshold_uncertainty_score":0.2940057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807672420","doi":"","title":"ARSITEKTUR ISLAM ATAU ARSITEKTUR ISLAMI?","year":2011,"lang":"id","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Islam; Art; Geography; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.3754444020333527,"gpt":0.5068904835494645,"spread":0.1314460815161118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001108915,0.001103769,0.001771636,0.001009913,0.001773019,0.00444058,0.00630709,0.0003398502,0.1733845],"category_scores_gemma":[0.0001655863,0.000855959,0.0008522359,0.0006580236,0.001136974,0.005681627,0.002150489,0.00139674,0.0007190201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168138,"about_ca_system_score_gemma":0.0002310718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005298156,"about_ca_topic_score_gemma":0.001666425,"domain_scores_codex":[0.9940106,0.0005505263,0.001900216,0.001070132,0.001270343,0.001198141],"domain_scores_gemma":[0.995348,0.0002788862,0.001999974,0.001040906,0.00080692,0.0005253474],"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":[0.001576785,0.002180878,0.1142579,0.0009760932,0.003831848,0.0005720412,0.1598442,0.00004611966,0.03858835,0.02215803,0.6144282,0.0415395],"study_design_scores_gemma":[0.001400058,0.0001735402,0.2864367,0.002434283,0.001207974,0.000113655,0.007952837,0.00002233577,0.02559392,0.0628164,0.6089246,0.002923683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6370231,0.05134742,0.00003726748,0.000364609,0.002856011,0.001006937,0.0003553709,0.0001202193,0.3068891],"genre_scores_gemma":[0.9446555,0.01730364,0.0001388302,0.002171789,0.001725657,0.00004414649,0.00005431627,0.0001323739,0.03377373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3076324,"threshold_uncertainty_score":0.9995266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172509757","doi":"10.3846/jau.2021.14032","title":"(RE)FRAMING SPATIALITY AS A SOCIO-CULTURAL PARADIGM: EXAMINING THE IRANIAN HOUSING CULTURE AND PROCESSES","year":2021,"lang":"en","type":"article","venue":"Journal of Architecture and Urbanism","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Georgian College","funders":"","keywords":"Framing (construction); Sociology; Negotiation; Everyday life; Perception; Citizen journalism; Participant observation; Social science; Social psychology; Geography; Psychology; Epistemology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.03386473044681428,"gpt":0.2545183455740269,"spread":0.2206536151272126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001874238,0.000238302,0.0003333222,0.00004193369,0.001040312,0.0005851717,0.0001641341,0.00007467571,0.0001341219],"category_scores_gemma":[0.0001512683,0.0001181843,0.00009515082,0.00006715707,0.0004585168,0.0003064536,0.00007610566,0.0005943658,0.0000015802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001349032,"about_ca_system_score_gemma":0.0001097605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000732472,"about_ca_topic_score_gemma":0.0009910977,"domain_scores_codex":[0.9987466,0.0001257713,0.0003751591,0.0002033794,0.0002982486,0.0002507985],"domain_scores_gemma":[0.9990539,0.0001737039,0.0003110419,0.0001091954,0.00023687,0.0001152885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001350969,0.00007439625,0.001935605,0.0003985349,0.0004193528,0.0003953569,0.9236307,0.00007609151,0.003030188,0.0159544,0.001940935,0.05200932],"study_design_scores_gemma":[0.001511997,0.001172198,0.005384639,0.0009098011,0.0005282387,0.004815544,0.185405,0.00001462134,0.002888832,0.09872825,0.697705,0.0009359014],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699064,0.01519031,0.0001343131,0.007794639,0.0002742561,0.000113989,0.00001065293,0.00002691775,0.006548517],"genre_scores_gemma":[0.9947125,0.0003886536,0.0004278054,0.002171375,0.001357218,0.000002128035,0.000003197868,0.00001423126,0.0009228417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7382258,"threshold_uncertainty_score":0.8001341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W597826835","doi":"10.2307/4126408","title":"Classical Architecture: An Introduction to Its Vocabulary and Essentials, with a Select Glossary of Terms","year":2004,"lang":"en","type":"article","venue":"APT Bulletin","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Glossary; Vocabulary; Architecture; Computer science; Linguistics; Engineering; Natural language processing; History; Philosophy; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.009629897440567333,"gpt":0.2045080251740426,"spread":0.1948781277334753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006993134,0.000143597,0.0001755017,0.00005481969,0.0001754038,0.00006666161,0.0001015574,0.00003334349,0.0005251859],"category_scores_gemma":[0.00001512447,0.00009063813,0.00002982677,0.00004293213,0.0002216079,0.00005881045,0.00003333305,0.0001369109,0.00003235508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008949783,"about_ca_system_score_gemma":0.00001686723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001381793,"about_ca_topic_score_gemma":0.0005786926,"domain_scores_codex":[0.9992014,0.00003624896,0.0001567133,0.0002674417,0.0001597403,0.0001784142],"domain_scores_gemma":[0.9996533,0.00001518919,0.00005305701,0.0001337076,0.00005810871,0.00008668278],"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":[0.002794557,0.001247611,0.0004877537,0.0005432197,0.0006383443,0.0001502826,0.2448062,0.005551197,0.1040264,0.4915831,0.06991111,0.07826026],"study_design_scores_gemma":[0.000642221,0.001795285,0.0009064271,0.00007612899,0.00006975166,0.0001238809,0.001366934,0.000003750274,0.01561137,0.004207735,0.9748101,0.0003863701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497152,0.0002067273,0.0002352081,0.04681785,0.0001050049,0.0002546587,0.00001182306,0.0000716931,0.002581838],"genre_scores_gemma":[0.9959593,0.000006198095,0.0008081709,0.001055324,0.001206422,0.00001447014,0.00001468253,0.00001336097,0.000922118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9048991,"threshold_uncertainty_score":0.5750418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224435087","doi":"10.18280/ijsdp.170221","title":"Using Phenomenological Theory for Sustainable Renovation of Historical Open Spaces in Bahrain","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Bahrain","keywords":"Architectural engineering; Sustainability; Feeling; Key (lock); Distraction; Sociology; Built environment; Aesthetics; Civil engineering; Psychology; Computer science; Engineering; Social psychology; Computer security; Art; Cognitive psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.08261707093428648,"gpt":0.3047584236136903,"spread":0.2221413526794038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061621,0.00007360161,0.000165495,0.0003052125,0.0003178721,0.0001402091,0.0003158112,0.00001630606,0.0001743824],"category_scores_gemma":[0.0001218743,0.00005797191,0.00002690169,0.0000591539,0.00003888941,0.0004213293,0.0002334835,0.0001345582,5.062377e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447715,"about_ca_system_score_gemma":0.0001845217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107342,"about_ca_topic_score_gemma":0.000006450869,"domain_scores_codex":[0.9990977,0.00005074684,0.0003820256,0.0000842869,0.0002210281,0.0001641792],"domain_scores_gemma":[0.9989903,0.0001231298,0.0003229142,0.00002290098,0.0005185606,0.00002220695],"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":[0.001106,0.0001032335,0.001868995,0.00006228095,0.0001368991,0.0005415383,0.2169851,0.003619981,0.00007991899,0.7709122,0.00145496,0.003128958],"study_design_scores_gemma":[0.0006571955,0.0001798879,0.0003520261,0.00004178583,0.000009726851,0.00003224258,0.5094273,0.00006194168,0.00007754606,0.05772633,0.4313199,0.000114149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915602,0.0007939129,0.0006494282,0.0004831758,0.0001998206,0.0001939361,0.000002015619,0.000003505846,0.006114037],"genre_scores_gemma":[0.9893231,0.00000310325,0.001860768,0.0001412347,0.0001453445,0.00001493023,0.000008035083,0.000004835445,0.008498626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7131858,"threshold_uncertainty_score":0.2444848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382405997","doi":"10.1007/978-3-031-24751-4_2","title":"Modern Trends in Mosques Architecture","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in Science, Technology & Innovation/Advances in science, technology & innovation","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Daylighting; Glazing; Architecture; Architectural engineering; Ornaments; Prayer; Connection (principal bundle); Interior design; Art; Aesthetics; Visual arts; Engineering; Civil engineering; Philosophy; Mechanical engineering; Theology","retraction":null,"screen_n_in":null,"score":{"opus":0.02301309592940872,"gpt":0.3018188445484427,"spread":0.278805748619034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":["bibliometrics","sts","research_integrity"],"category_scores_codex":[0.003144195,0.001224524,0.001422443,0.08775352,0.001649416,0.0003441873,0.005000047,0.001307319,0.0001926852],"category_scores_gemma":[0.00119858,0.001094416,0.000103674,0.0669553,0.03472702,0.00623562,0.001263557,0.003818311,0.00007697464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060595,"about_ca_system_score_gemma":0.0008509554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000271738,"about_ca_topic_score_gemma":0.00563164,"domain_scores_codex":[0.9896151,0.00003150276,0.003195541,0.003102597,0.001945734,0.002109498],"domain_scores_gemma":[0.9939086,0.000156464,0.001874352,0.00163763,0.002360787,0.00006220875],"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":[0.0000235469,0.00005434101,0.001483374,0.00003225352,0.000007209656,0.00003559835,0.001485786,0.00117337,0.002929832,0.7139751,0.00004108578,0.2787585],"study_design_scores_gemma":[0.0005211707,0.0002580324,0.0001398113,0.0005741538,0.00001023319,0.00003548246,0.001794388,0.0001241381,0.002325259,0.7666912,0.2264989,0.001027254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1801556,0.008996894,0.0009099689,0.01002945,0.004578306,0.002022138,0.0001467951,0.003223193,0.7899376],"genre_scores_gemma":[0.9471634,0.00280488,0.004258214,0.00113495,0.000365007,0.0006853213,0.0001593816,0.0001457588,0.0432831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7670077,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097336647","doi":"10.5539/jsd.v4n1p264","title":"An Overview of Some Vernacular Techniques in Iranian Sustainable Architecture in Reference to Cisterns and Ice Houses","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vernacular; Vernacular architecture; Architecture; Natural (archaeology); Architectural engineering; Work (physics); Natural resource; Aesthetics; History; Political science; Archaeology; Literature; Art; Engineering; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.06591849711755682,"gpt":0.2787895823570306,"spread":0.2128710852394737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005802868,0.0001808466,0.000375041,0.0005191166,0.0001140952,0.00007290566,0.00031199,0.00005620448,0.00009094859],"category_scores_gemma":[0.00004163022,0.0001299519,0.00003726843,0.0001385491,0.00009252883,0.0006159878,0.000107411,0.0002705082,8.878571e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157665,"about_ca_system_score_gemma":0.0002338391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253369,"about_ca_topic_score_gemma":0.001446849,"domain_scores_codex":[0.9984872,0.00007264227,0.000622663,0.0001631355,0.0002549902,0.0003993996],"domain_scores_gemma":[0.9991408,0.00002196609,0.000252285,0.0001208433,0.0003501041,0.0001140021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007009747,0.0005583871,0.01446448,0.00177937,0.00009497676,0.002649792,0.7283044,0.0001018457,0.0006295723,0.2301991,0.0001907153,0.02032642],"study_design_scores_gemma":[0.0009836557,0.001693996,0.125429,0.001216092,0.00003845981,0.00008689144,0.3630527,0.000001384892,0.009991922,0.0438753,0.4528673,0.0007633315],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941669,0.002017162,0.00001975374,0.0001799935,0.0000205729,0.0002995615,0.000001290176,0.00001296479,0.003281838],"genre_scores_gemma":[0.996197,0.0002660418,0.001911355,0.0003699349,0.00004882913,0.00001591402,9.198001e-7,0.00001359485,0.001176403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4526766,"threshold_uncertainty_score":0.5299283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223563549","doi":"10.4028/p-1i2y29","title":"Utilization of Waste Materials for Eco-Friendly Building Ceilings: An Overview","year":2022,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","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 Manitoba","funders":"","keywords":"Environmentally friendly; Sustainability; Hazardous waste; Ceiling (cloud); Ecosystem; Global warming; Sustainable development; Environmental science; Environmental pollution; Business; Waste management; Climate change; Environmental resource management; Environmental economics; Engineering; Natural resource economics; Environmental protection; Ecology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.05511153776746297,"gpt":0.2700323911630777,"spread":0.2149208533956147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003738654,0.0001460771,0.0002740645,0.00007114674,0.0002411266,0.0001208527,0.0001880509,0.00002208979,0.003100927],"category_scores_gemma":[0.00003833301,0.0001259482,0.00004506904,0.00003067342,0.00002207919,0.0002047585,0.00007140562,0.00003139864,0.000002439492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002586388,"about_ca_system_score_gemma":0.00001389381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008764593,"about_ca_topic_score_gemma":0.00001073737,"domain_scores_codex":[0.9990621,0.0000406153,0.0003631788,0.0001703666,0.0001677736,0.0001960109],"domain_scores_gemma":[0.9995887,0.0000314072,0.0001353246,0.0001407008,0.00007231745,0.00003155522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003538312,0.000020614,5.099992e-7,0.0003476788,0.00002751247,6.869969e-7,0.007564205,0.006400154,0.8616757,0.1233492,0.0003039689,0.0002743843],"study_design_scores_gemma":[0.0002156003,0.0002747678,0.000009336676,0.00007065043,0.0000368985,0.000004164576,0.001395818,0.0001609379,0.8391382,0.001124417,0.1573213,0.0002480015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971781,0.0003192616,0.0001787979,0.00003742734,0.001242963,0.0003037529,0.0004702333,0.000108605,0.0001608719],"genre_scores_gemma":[0.9982083,0.00002122644,0.0006904001,0.00006179375,0.0005550414,0.0001459419,0.0001219696,0.00002964878,0.000165634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1570173,"threshold_uncertainty_score":0.9978104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884530980","doi":"10.5539/ach.v10n2p45","title":"The Impact of Cultural Diversity on Mosques in Malaysia","year":2018,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministry of Education, India","keywords":"Diversity (politics); Documentation; Function (biology); Architecture; Architectural engineering; Islam; Space (punctuation); Islamic architecture; Sociology; Perspective (graphical); Work (physics); Aesthetics; Engineering; History; Computer science; Archaeology; Anthropology; Art; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.02591384665401619,"gpt":0.2403180011201869,"spread":0.2144041544661707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005181503,0.0001050487,0.0001139033,0.00002493224,0.000491493,0.00002635919,0.0001308886,0.00003468904,0.000323753],"category_scores_gemma":[0.000008511052,0.00004833641,0.000077272,0.00001746767,0.0008019195,0.000132065,0.0000504339,0.000116193,0.00001934001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007508694,"about_ca_system_score_gemma":0.00001452338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844036,"about_ca_topic_score_gemma":0.005274334,"domain_scores_codex":[0.999529,0.00002972982,0.0001041567,0.0001160987,0.00009025603,0.0001307256],"domain_scores_gemma":[0.999737,0.00001147647,0.00005866909,0.00009157379,0.00006625807,0.00003496886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001426132,0.00005028362,0.002771244,0.00001134926,0.00006902211,0.000005168828,0.7108868,0.000002962544,0.000318892,0.09563223,0.181908,0.008201408],"study_design_scores_gemma":[0.0002088844,0.000681369,0.01785048,0.00004163786,0.00001651456,0.000003625927,0.01902264,0.000006616434,0.00005826227,0.002284491,0.9596598,0.000165637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5401379,0.001913573,1.350664e-7,0.0002173237,0.0001715329,0.00007864869,0.000008099448,0.00001964985,0.4574532],"genre_scores_gemma":[0.986804,0.00006629759,0.000005294604,0.0001811426,0.0003015716,0.000002146892,0.000003085873,0.000003100542,0.01263336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7777519,"threshold_uncertainty_score":0.3780216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138688945","doi":"10.5539/ach.v2n2p15","title":"An Evaluation of Space Planning Design of House Layout to the Traditional Houses in Shibam, Yemen","year":2010,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universiti Sains Malaysia","keywords":"Checklist; Architectural engineering; Habitability; Architecture; Space (punctuation); Function (biology); Research design; Qualitative research; Sociology; Engineering; Geography; Computer science; Psychology; Archaeology; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.1125635752173082,"gpt":0.2686381154767239,"spread":0.1560745402594158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320316,0.00007583832,0.0001043025,0.00004733614,0.000113473,0.00001394387,0.00010495,0.00003590598,0.0003184363],"category_scores_gemma":[0.00002239616,0.00004540586,0.00002352951,0.00001918109,0.000185919,0.0001363137,0.000006343832,0.0001485532,0.000003238865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000191914,"about_ca_system_score_gemma":0.00004882303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001759436,"about_ca_topic_score_gemma":0.004092063,"domain_scores_codex":[0.9994038,0.00008625162,0.0001292723,0.0001061699,0.0001980486,0.00007641659],"domain_scores_gemma":[0.9997049,0.00002171221,0.00006852361,0.00009053347,0.0000820011,0.00003234691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006193149,0.00008556533,0.0003278709,0.0000208135,0.00002608024,0.000001381638,0.8941867,0.0009395706,0.01549957,0.05411096,0.03061839,0.004121137],"study_design_scores_gemma":[0.0007651037,0.0009233394,0.01888685,0.0001386221,0.0001768784,0.00001051179,0.07448088,0.0002913819,0.001788213,0.006086814,0.8960283,0.0004231435],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356825,0.002270538,0.00006387497,0.0009641996,0.0005010059,0.000548111,0.00003384957,0.00004955955,0.05988639],"genre_scores_gemma":[0.9988059,0.00000315342,0.0002305597,0.0002483565,0.000225593,0.00001745823,0.000005916498,0.000006749771,0.0004563373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8654099,"threshold_uncertainty_score":0.3486654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325217919","doi":"10.1108/meq-04-2015-0063","title":"Environmental implication of the Algerian traditional house","year":2016,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Architectural engineering; Vernacular architecture; Architecture; Originality; Environmental design; Certification; Vernacular; Work (physics); Environmental quality; Roof; Energy consumption; Engineering; Civil engineering; Sociology; Visual arts; Mechanical engineering; Social science; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.05068988004321469,"gpt":0.259226102078305,"spread":0.2085362220350903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001976165,0.00009851629,0.00009565927,0.00003829438,0.0001572325,0.0000374045,0.0005341035,0.00001908751,0.005190331],"category_scores_gemma":[0.000002449815,0.00005420643,0.0001421477,0.000008271689,0.0004938905,0.0004337957,0.00009946104,0.00006696641,0.00002481185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008186058,"about_ca_system_score_gemma":0.000003923898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008707936,"about_ca_topic_score_gemma":0.000007120077,"domain_scores_codex":[0.9986757,0.00008264807,0.0004119089,0.0001278548,0.0006034757,0.00009843266],"domain_scores_gemma":[0.9994199,0.00002495956,0.00035183,0.0001531703,0.000008183143,0.00004194777],"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":[0.0003731383,0.002240494,0.02175363,0.00003991817,0.001382155,0.00001166721,0.01381285,0.0000641219,0.1542757,0.5901144,0.001314455,0.2146176],"study_design_scores_gemma":[0.001162121,0.0002136834,0.9035978,0.0001257759,0.00006931971,0.00003617699,0.006473074,0.000003211066,0.01040939,0.03194036,0.04571477,0.0002543179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927772,0.00002857201,0.0001030868,0.001377307,0.0004146209,0.0001031621,0.0003258063,0.000009343657,0.004860881],"genre_scores_gemma":[0.9982377,0.0001495166,0.0001111569,0.0002175313,0.0002682811,0.000005491925,0.00001028643,0.000008714732,0.0009912837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8818442,"threshold_uncertainty_score":0.9957191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737187602","doi":"10.1177/120633120000300517","title":"Assemblages: Space and Sociation","year":2001,"lang":"en","type":"article","venue":"Space and Culture","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Space (punctuation); Sociology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01590137080160751,"gpt":0.2246026034771109,"spread":0.2087012326755034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003768719,0.0001079403,0.00009879544,0.0000140827,0.0003993215,0.0001876975,0.00003841276,0.00005177575,0.0003023043],"category_scores_gemma":[0.000006745998,0.00006668022,0.00002716247,0.00001728943,0.0001089015,0.0002042874,0.0000202576,0.00009836284,0.00003187858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006740797,"about_ca_system_score_gemma":0.000005711991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734921,"about_ca_topic_score_gemma":0.001896396,"domain_scores_codex":[0.9995579,0.00001616576,0.00006146907,0.0001426054,0.00008878673,0.0001330384],"domain_scores_gemma":[0.9998204,0.000009703161,0.00003794004,0.00005232007,0.00003068328,0.00004898952],"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":[0.00002432947,0.00002164816,0.003568379,0.00003531318,0.00006243151,0.00001315013,0.2797013,0.000004256367,0.001892714,0.5571029,0.1501486,0.007424966],"study_design_scores_gemma":[0.0001345268,0.00006588137,0.0009000761,0.00002004036,0.00002461505,0.00001248913,0.02603759,0.000007726572,0.0001110475,0.0116478,0.9608937,0.0001445141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.680027,0.005366051,0.00001668261,0.01794325,0.000204817,0.000165981,0.00001144709,0.0001229455,0.2961418],"genre_scores_gemma":[0.9141024,0.0009211256,0.00004492098,0.0007935163,0.0006425169,0.000005312941,0.00001024907,0.000006088581,0.08347388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8107451,"threshold_uncertainty_score":0.331002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2264548330","doi":"10.5339/qfarc.2016.sshapp1266","title":"Livability of High-Rise Districts - Case Study of West Bay in Doha","year":2016,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Urbanization; Port (circuit theory); Skyline; Geography; Environmental planning; Settlement (finance); Traffic congestion; Urban planning; Capital city; Business; Transport engineering; Civil engineering; Economic growth; Engineering; Economic geography; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.07533577551007997,"gpt":0.3441195482664436,"spread":0.2687837727563636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00131423,0.0001871006,0.0003570981,0.000321776,0.0002939024,0.000161339,0.0004523027,0.00006818038,0.007083247],"category_scores_gemma":[0.001020641,0.0001157963,0.00004458339,0.0002504812,0.001083864,0.001214725,0.0002188449,0.0002647863,0.0002543789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008574158,"about_ca_system_score_gemma":0.0001867675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072118,"about_ca_topic_score_gemma":0.01369349,"domain_scores_codex":[0.9975608,0.000121658,0.0006319138,0.0004463277,0.0008200567,0.0004192509],"domain_scores_gemma":[0.9961314,0.0002206946,0.0002370218,0.0002148238,0.003065414,0.0001306274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006700021,0.002645168,0.09608614,0.0005620745,0.000120446,0.0001037811,0.6701335,0.000001733125,0.003354227,0.05757934,0.010516,0.1582276],"study_design_scores_gemma":[0.0034645,0.006216523,0.04125872,0.000926678,0.00005603346,0.00005441016,0.7079264,0.0001207493,0.001770951,0.01342058,0.223923,0.0008615344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935197,0.00003555959,0.00001349957,0.001017682,0.00009966215,0.0007175273,0.0001051413,0.00003020828,0.004460996],"genre_scores_gemma":[0.9922287,0.00003675934,0.00002988617,0.000009523644,0.0001832198,0.00007363076,0.000007646889,0.00001208072,0.007418535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213407,"threshold_uncertainty_score":0.9938244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2600425967","doi":"10.5555/arwg.15.2.m0g8207v8222723x","title":"Lighting Analysis of Single Pendentive Dome Mosque Design in Sarajevo and Istanbul during Summer Solstice","year":2012,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Solstice; Illuminance; Visibility; Daylighting; Brightness; Meteorology; Geography; Environmental science; Architectural engineering; Engineering; Optics; Geodesy; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03391691660261482,"gpt":0.2452324071432145,"spread":0.2113154905405997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002174039,0.0001507088,0.0002790923,0.0004510153,0.0001973665,0.00007254233,0.00009656872,0.00002518629,0.001157949],"category_scores_gemma":[0.00001609464,0.000113294,0.0001251467,0.0004616401,0.000217948,0.0003347044,0.00004434721,0.0001154934,0.000007491815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001057006,"about_ca_system_score_gemma":0.000003702235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008835825,"about_ca_topic_score_gemma":0.01104394,"domain_scores_codex":[0.9989813,0.00008865185,0.0002775053,0.000184208,0.0001465098,0.0003218343],"domain_scores_gemma":[0.9994897,0.0001473772,0.0001231145,0.0001220703,0.00005624104,0.00006152687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001704773,0.0003694144,0.7446818,0.00009886771,0.001820035,0.00001357695,0.2113889,0.0008317215,0.007025875,0.03190213,0.0002395159,0.00145759],"study_design_scores_gemma":[0.001054411,0.0001431287,0.9369541,0.0002504124,0.002378075,0.000005146181,0.03196544,0.0001499447,0.006905476,0.004854026,0.01423595,0.001103845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756432,0.002032716,0.00003835852,0.00006869796,0.00008052934,0.000122521,0.00000822981,0.00002442614,0.02198132],"genre_scores_gemma":[0.9973759,0.00002037512,0.0001763399,0.0001287074,0.000106803,0.00001166874,0.000004597181,0.000008927377,0.00216669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1922723,"threshold_uncertainty_score":0.9997551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104531814","doi":"10.18280/ijdne.150518","title":"Relationships Between Interior and Exterior Spaces as a Factor of Efficient University Buildings","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Mosul","keywords":"Space (punctuation); Interior design; Architectural engineering; Interior architecture; Engineering; Triangulation; Process (computing); Civil engineering; Mathematics education; Problem statement; Mathematics; Computer science; Geometry; Management science","retraction":null,"screen_n_in":null,"score":{"opus":0.03182191830234506,"gpt":0.2423444375390891,"spread":0.210522519236744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105201,0.00008706396,0.000161438,0.00009775118,0.00009427117,0.00008724021,0.0001805404,0.00006897848,0.00006965551],"category_scores_gemma":[0.00009124434,0.00006454701,0.00005866321,0.00003067007,0.0001306595,0.0001952602,0.00005167049,0.0003742694,0.000001581432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001834267,"about_ca_system_score_gemma":0.00002769615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001302129,"about_ca_topic_score_gemma":0.00002150109,"domain_scores_codex":[0.9994118,0.00004612565,0.0002095684,0.00008789042,0.0001802969,0.00006438409],"domain_scores_gemma":[0.9992599,0.0001395321,0.0002659335,0.000025682,0.0002289097,0.00008000433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004509047,0.0002263671,0.05194046,0.000313398,0.003714571,0.0005158248,0.5269719,0.002118353,0.02850153,0.2997383,0.00274327,0.07870699],"study_design_scores_gemma":[0.01128992,0.01062319,0.1297405,0.003390909,0.001977668,0.001384639,0.1674803,0.02478804,0.008849766,0.04459821,0.5924193,0.003457644],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937583,0.0004619954,0.002059434,0.003044898,0.000176188,0.00005229846,0.00004561417,0.000006789484,0.0003944768],"genre_scores_gemma":[0.9983339,0.00009726241,0.001001013,0.0001915162,0.0002588894,8.237565e-8,0.000002333232,0.000004440288,0.0001105213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.589676,"threshold_uncertainty_score":0.2632151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019632631","doi":"10.3130/jaabe.2.175","title":"The Prospects of the ‘European Quarter’ in Cairo","year":2003,"lang":"en","type":"article","venue":"Journal of Asian Architecture and Building Engineering","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":6,"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); Real estate; Plan (archaeology); Business; European union; Function (biology); Structuring; Finance; Economic policy; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.00500880088229641,"gpt":0.1756685064975206,"spread":0.1706597056152242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003398925,0.00009739367,0.0001324592,0.0000642803,0.0001460621,0.00006909022,0.0001782185,0.00001397315,0.000005600284],"category_scores_gemma":[0.0000739597,0.00004306703,0.00008254415,0.00005481972,0.000089111,0.0000593679,0.00001940219,0.0003128349,2.017556e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009674476,"about_ca_system_score_gemma":0.00001334901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005172066,"about_ca_topic_score_gemma":0.00009471963,"domain_scores_codex":[0.9993373,0.00006383291,0.0002649974,0.00005901148,0.0001329995,0.0001418318],"domain_scores_gemma":[0.9996514,0.00006067313,0.0001398261,0.00008590225,0.00002989598,0.00003228326],"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":[0.0001086503,0.0001337294,0.003988883,0.0004289176,0.0004128594,0.0001423587,0.312765,0.0420358,0.06426306,0.4312841,0.002227486,0.1422091],"study_design_scores_gemma":[0.001904998,0.0008049668,0.04228772,0.002321286,0.0001399271,0.001373657,0.01364795,0.0002277902,0.01889439,0.02495284,0.8925659,0.0008785579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708318,0.002333917,0.0005195529,0.002186608,0.0006437222,0.0001492348,0.000001821114,0.00001472252,0.02331868],"genre_scores_gemma":[0.9992868,0.00001588498,0.000335231,0.00004385335,0.0002171344,6.039389e-7,3.489093e-8,0.000008401958,0.00009210408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8903384,"threshold_uncertainty_score":0.1756223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913679340","doi":"10.1332/policypress/9781447335917.003.0003","title":"Reinventing the nursing home: metaphors that design care","year":2018,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Individualism; Consumerism; Nursing; Sustainability; Sociology; Ethnography; Inequality; Nursing homes; Medicine; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1664430709947972,"gpt":0.2903108902829026,"spread":0.1238678192881054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001052925,0.000425022,0.0003435091,0.0001030764,0.0009993541,0.0004243935,0.0005386794,0.0001494236,0.0005509178],"category_scores_gemma":[0.00001083356,0.0002446627,0.000282412,0.000002564069,0.001169679,0.00007025677,0.0001067549,0.0004096634,0.00007041013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005468371,"about_ca_system_score_gemma":0.00007093357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071053,"about_ca_topic_score_gemma":0.0003414085,"domain_scores_codex":[0.9986233,0.0000630869,0.0002692818,0.0003393392,0.0003231943,0.0003818166],"domain_scores_gemma":[0.9989911,0.00008810473,0.0002783029,0.0004318457,0.0001350838,0.00007554624],"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":[0.00001609661,0.000001775972,1.448194e-7,0.00005126801,0.0001521493,0.000004180589,0.2248125,0.000004043911,0.000004928762,0.7428435,0.01388393,0.01822552],"study_design_scores_gemma":[0.00006907379,0.00005443468,5.704237e-7,0.0004288152,0.0002114367,0.000007179197,0.001780755,0.000003238967,0.0004712065,0.09914327,0.8974804,0.0003496367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005517461,0.003898275,0.00002011636,0.0001504109,0.0004116072,0.0004468603,0.00005723314,0.000130337,0.99483],"genre_scores_gemma":[0.01737145,0.00004537143,0.00008258145,0.0009569629,0.004936418,0.00003932676,0.00001621373,0.00007959335,0.9764721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8835965,"threshold_uncertainty_score":0.9977055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4207005023","doi":"10.32920/16818898.v2","title":"A Surrogate Modelling Methodology To Predict Energy Use For Multiple Single-Family Century Home Archetypes In Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Sciencetech (Canada); Toronto Metropolitan University; Queen's University","funders":"","keywords":"Archetype; Multivariate statistics; Selection (genetic algorithm); Stepwise regression; Energy (signal processing); Computer science; Regression analysis; Model selection; Statistics; Econometrics; Mathematics; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.2335578595092353,"gpt":0.3009405070680498,"spread":0.06738264755881448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002739808,0.0003814458,0.0006313898,0.00009077598,0.0001634858,0.0003751955,0.0003358614,0.0002181321,0.0003936563],"category_scores_gemma":[0.0001134276,0.000290992,0.0002747528,0.00002406253,0.0001065371,0.0002539735,0.0004569367,0.000261226,0.000002280116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711834,"about_ca_system_score_gemma":0.00007578429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06654298,"about_ca_topic_score_gemma":0.295632,"domain_scores_codex":[0.9979141,0.0002518359,0.0004968403,0.0006894786,0.0001752406,0.0004725493],"domain_scores_gemma":[0.9983106,0.0008862754,0.0001168921,0.0003330046,0.0002323625,0.0001209121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000608221,0.000298137,0.0001399961,0.0003911729,0.0004304201,0.0000283155,0.192431,0.7251299,0.001646701,0.05430013,0.0009003134,0.0236957],"study_design_scores_gemma":[0.001179287,0.0006339096,0.0002105469,0.0008936896,0.0002175487,0.000005371664,0.07477757,0.1018242,0.001182562,0.01635758,0.8004696,0.002248084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7106729,0.009753213,0.2544938,0.0006368121,0.0039857,0.001636005,0.0006130188,0.0004367508,0.01777178],"genre_scores_gemma":[0.9350832,0.0004952006,0.05635494,0.002012894,0.0008706097,0.0003660003,0.000329715,0.0000534201,0.00443408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7995693,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993036041","doi":"10.5539/ach.v3n1p125","title":"Post-Occupancy Evaluation on the selected Government’s Double Storey Terrace Housing Units in Putrajaya, Malaysia.","year":2011,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Precinct; Government Office; Government (linguistics); Apartment; Work (physics); Occupancy; Local government; Public administration; Business; Economic growth; Sociology; Architectural engineering; Engineering; Political science; Geography; Archaeology; Civil engineering; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.07265083011476563,"gpt":0.2219118942482997,"spread":0.1492610641335341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001569745,0.0001706779,0.0001314082,0.00003470955,0.0003192879,0.00004368912,0.0001342532,0.00006137013,0.001422402],"category_scores_gemma":[0.00002463278,0.0000999611,0.00002827324,0.00006839784,0.0001825769,0.0002188117,0.00001946306,0.0002473937,0.00002864192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028733,"about_ca_system_score_gemma":0.00006808927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006504375,"about_ca_topic_score_gemma":0.009246049,"domain_scores_codex":[0.9990498,0.0000849592,0.0001618249,0.0002190646,0.0002932373,0.0001911309],"domain_scores_gemma":[0.9995208,0.0000124006,0.00009392334,0.0001440861,0.0001839963,0.00004483503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002817693,0.0001211435,0.0008398219,0.00002701493,0.00006394544,0.00001277119,0.8547125,0.000003533971,0.001504538,0.08349167,0.04617208,0.01276922],"study_design_scores_gemma":[0.000763865,0.0003685586,0.01407887,0.0001168479,0.00009900008,0.000008066419,0.04419246,0.00002909368,0.0003565385,0.0006432352,0.9389443,0.0003990983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4826849,0.002106444,8.301341e-7,0.0005531759,0.0003366783,0.0003867516,0.00001473565,0.00005279477,0.5138636],"genre_scores_gemma":[0.9858389,0.00002086898,0.00001897774,0.00130279,0.0001990888,0.00003826875,0.0000189362,0.00001224369,0.01254993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8927723,"threshold_uncertainty_score":0.9994904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W579756170","doi":"","title":"London's Docklands: A History of the Lost Quarter","year":2009,"lang":"en","type":"book","venue":"","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"George (robot); Quarter (Canadian coin); Port (circuit theory); Archaeology; Section (typography); Art; Geography; Cartography; Art history; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01839109744008817,"gpt":0.1852471534183688,"spread":0.1668560559782806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003100965,0.0001797945,0.0002325879,0.00003280791,0.00006756978,0.00002117158,0.0002883351,0.00008057994,0.01540731],"category_scores_gemma":[0.000002751527,0.00008145131,0.0002307406,0.000004184253,0.0003703375,0.0000510916,0.00002806583,0.0002241539,0.0002159452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009807092,"about_ca_system_score_gemma":0.0001787552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008574836,"about_ca_topic_score_gemma":0.001942625,"domain_scores_codex":[0.9993343,0.00001846832,0.0002030143,0.0001382758,0.0001900854,0.0001158517],"domain_scores_gemma":[0.999491,0.00002604035,0.0001570458,0.0002361085,0.00006711775,0.00002273667],"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":[0.00000462258,0.000007350113,9.964403e-7,0.00002286084,0.00002586208,0.000001015301,0.01431193,3.737529e-7,0.000002111077,0.11818,0.8664165,0.001026348],"study_design_scores_gemma":[0.0000605317,0.00006683674,0.000008587312,0.00008785669,0.0000443417,0.000002058057,0.0002139323,3.674245e-7,0.000003710637,0.0130645,0.9863079,0.0001394517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003839926,0.002648198,4.299016e-7,0.0004844907,0.0004768096,0.0001265341,0.00001324693,0.00002420477,0.9961877],"genre_scores_gemma":[0.00123592,0.00001990214,0.000004125048,0.002800764,0.0008063288,0.000002100075,0.00001198175,0.000008895236,0.99511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1198913,"threshold_uncertainty_score":0.9854928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385173198","doi":"10.1007/978-981-99-3806-3","title":"Historical Mosques in Indonesia and the Malay World","year":2023,"lang":"en","type":"book","venue":"","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Social Sciences and Humanities Research Council","funders":"","keywords":"Malay; Islam; Sociocultural evolution; Assimilation (phonology); Geography; History; Anthropology; Sociology; Archaeology; Philosophy; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.03261277156476236,"gpt":0.2166673079320462,"spread":0.1840545363672838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001111692,0.0001585552,0.000275338,0.000104814,0.0001497511,0.0001077285,0.0001413185,0.00005366205,0.0007902101],"category_scores_gemma":[0.000006198533,0.00007184152,0.00007022575,0.00001978753,0.0003311169,0.00004955969,0.00006738611,0.0003130674,0.00008585486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008487656,"about_ca_system_score_gemma":0.00002936347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006978437,"about_ca_topic_score_gemma":0.03017788,"domain_scores_codex":[0.9993502,0.00003085504,0.0002014261,0.0001625347,0.0001276987,0.0001272612],"domain_scores_gemma":[0.9996291,0.0001706921,0.00005628181,0.0001001909,0.00002056504,0.00002311242],"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":[0.00001750637,0.000002471915,0.00003871866,0.00002026095,0.00001715898,0.000008697718,0.01141018,5.264006e-7,7.82173e-8,0.6276305,0.3594954,0.001358417],"study_design_scores_gemma":[0.0001506085,0.00001134868,0.00009334362,0.00005106765,0.00001668759,0.000001132353,0.0002179563,0.000001441081,2.177263e-7,0.07428692,0.9250476,0.0001216946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002822013,0.001972141,2.41851e-7,0.003339021,0.0003049498,0.0001698575,0.000003085408,0.00008357276,0.9938449],"genre_scores_gemma":[0.002536361,0.0001145325,0.000003283695,0.0009215127,0.0007987244,0.00002729473,0.00000672571,0.00001544463,0.9955761],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5655522,"threshold_uncertainty_score":0.9875188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122613449","doi":"10.3968/j.css.1923669720100605.001","title":"Islam Came to South East Asia From China:Evidence from Traditional Chinese Roof Design in Kampung Laut's Old Mosque, Malaysia","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Malay; Islam; China; Islamic architecture; Roof; Arabic; Humanities; East Asia; Argument (complex analysis); Geography; History; Art; Philosophy; Archaeology; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.0346813710313463,"gpt":0.2332650201051266,"spread":0.1985836490737803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002792934,0.0001977137,0.0001984045,0.0001597761,0.00110187,0.0005082852,0.0007629723,0.00007501188,0.002633718],"category_scores_gemma":[0.0001833828,0.0001587803,0.00006400127,0.000322161,0.0008908912,0.0006999825,0.00004026353,0.0003709743,0.000119454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568798,"about_ca_system_score_gemma":0.000539988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1986321,"about_ca_topic_score_gemma":0.6576535,"domain_scores_codex":[0.9983177,0.00005026032,0.0002092447,0.0004653929,0.0004061798,0.0005512611],"domain_scores_gemma":[0.9991438,0.00007612503,0.00006491103,0.0001628556,0.00008241803,0.0004699324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002735236,0.00004133339,0.05025489,0.000006065408,0.00002307468,0.00008295807,0.8163176,0.0002059486,0.01869367,0.1021179,0.004740934,0.007488279],"study_design_scores_gemma":[0.0002823526,0.00007995524,0.9329177,0.0001212185,0.00002315076,0.000003317268,0.01781055,0.0005679962,0.0002680509,0.03397845,0.01300925,0.0009379657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974004,0.00003375146,0.00003500997,0.002651292,0.0006427252,0.0002268543,0.0003870312,0.00003304721,0.02198634],"genre_scores_gemma":[0.9959942,6.788228e-7,0.0003742503,0.001355703,0.001660885,0.00002885524,0.00001999936,0.00001018517,0.000555224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8826628,"threshold_uncertainty_score":0.998278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288033461","doi":"10.18280/ijsdp.170418","title":"Learned Lessons from Traditional Architecture in Yemen -Towards Sustainable Architecture","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Architecture; Indigenous; Sustainability; Context (archaeology); Traditional knowledge; Sustainable design; Sustainable development; Architectural engineering; Environmental planning; Geography; Civil engineering; Engineering; Political science; Archaeology; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.04549262642484513,"gpt":0.2677222615827198,"spread":0.2222296351578746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004750448,0.0001739104,0.0002248569,0.0005422087,0.0006004147,0.0002638889,0.0004350843,0.00003152432,0.00118913],"category_scores_gemma":[0.00007263015,0.0001420363,0.00006882705,0.00008799895,0.00009097715,0.0003220231,0.0002174704,0.00064796,0.000001257324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356715,"about_ca_system_score_gemma":0.0003739285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003387493,"about_ca_topic_score_gemma":0.00006939009,"domain_scores_codex":[0.9982845,0.00008927997,0.0004482746,0.0001822657,0.0006505711,0.0003450609],"domain_scores_gemma":[0.9991602,0.0001212743,0.0002634279,0.00004916167,0.0003279499,0.00007802346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001179627,0.000236678,0.002702366,0.00007076559,0.000633509,0.011165,0.7196254,0.03011827,0.00009594528,0.179709,0.005420269,0.04904313],"study_design_scores_gemma":[0.0007541811,0.0001017603,0.004768036,0.00005870807,0.00001348421,0.0001337422,0.3023084,0.00001589419,0.0000776752,0.05692933,0.6346177,0.0002210421],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801062,0.001081631,0.0002483804,0.00649201,0.0004281524,0.0001346717,0.00002786683,0.00001793049,0.01146312],"genre_scores_gemma":[0.9900618,0.00001137033,0.0007790666,0.0007243149,0.0006520745,0.00002224489,0.00009095643,0.00001294269,0.007645183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6291975,"threshold_uncertainty_score":0.9997239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177400370","doi":"10.38027/iccaua2021300n15","title":"Adaptive Reuse of the House of Mirza Mehdi Farrashbashi in Tabriz, Iran","year":2021,"lang":"en","type":"article","venue":"Proceedings Article","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ornaments; Adaptive reuse; Reuse; Quarter (Canadian coin); Cultural heritage; Architectural engineering; Geography; History; Archaeology; Engineering; Style (visual arts)","retraction":null,"screen_n_in":null,"score":{"opus":0.04083765725417006,"gpt":0.2198619284103255,"spread":0.1790242711561555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009284016,0.00007490968,0.0001399961,0.00002230345,0.00008776606,0.00003017845,0.0002081302,0.00002038491,0.0002455141],"category_scores_gemma":[0.0001359428,0.00004620553,0.00006464916,0.0001184795,0.0002187864,0.0001831009,0.0001088644,0.00009507909,0.000007609572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000932814,"about_ca_system_score_gemma":0.00001856152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001903874,"about_ca_topic_score_gemma":0.0009625223,"domain_scores_codex":[0.9993356,0.00001006528,0.0002285226,0.0001229214,0.0001567874,0.0001460679],"domain_scores_gemma":[0.9995636,0.00002339383,0.0001041835,0.0001055533,0.0001775437,0.00002568916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009353127,0.0002684448,0.05030867,0.0001136936,0.00005720013,0.000003292481,0.4732391,0.00003312359,0.2721842,0.1993979,0.002249844,0.002050948],"study_design_scores_gemma":[0.0007719628,0.0001989693,0.04229318,0.0002673407,0.00005472766,0.00000774227,0.09410153,0.0002347898,0.8158019,0.02772139,0.01827633,0.0002701621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819747,0.0001778153,5.214644e-7,0.001176675,0.00004850095,0.00008793452,0.000004753973,0.00002242878,0.01650664],"genre_scores_gemma":[0.9989648,0.000007118138,0.000107671,0.0002349071,0.0000518969,0.000006991715,1.480693e-7,0.000008542924,0.0006178866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5436176,"threshold_uncertainty_score":0.2688208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2566858547","doi":"10.5539/mas.v11n3p53","title":"The Role of Arabic Calligraphy in Forming Modern Interior Design","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Petra","keywords":"Calligraphy; Arabic; Computer science; Context (archaeology); Interior design; Simplicity; Focus (optics); Architecture; Bridging (networking); Architectural engineering; Aesthetics; Visual arts; Linguistics; Epistemology; History; Engineering; Art; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.02256279287330218,"gpt":0.2175482108936179,"spread":0.1949854180203157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003639343,0.00009255864,0.0001030302,0.00007351301,0.000447887,0.00009234866,0.0005179381,0.00001566059,0.00002455557],"category_scores_gemma":[0.00001404589,0.00004006591,0.0000343865,0.00007884425,0.001325217,0.0002178776,0.00007383034,0.00005878656,0.00001076029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001927879,"about_ca_system_score_gemma":0.00004109787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005320042,"about_ca_topic_score_gemma":0.0006200056,"domain_scores_codex":[0.9990648,0.00001197567,0.0001876776,0.0002061508,0.000248418,0.0002809641],"domain_scores_gemma":[0.9995854,0.0000861127,0.00007053225,0.0001740637,0.00004583935,0.00003797572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003069889,0.000008568636,0.00006853193,0.000002368685,0.000003028231,2.596879e-7,0.03671894,0.00004417673,0.5739794,0.08646027,0.00000928295,0.3026745],"study_design_scores_gemma":[0.0002628699,0.00008298759,0.0003498519,0.00007955393,0.000006861522,0.000001873065,0.004496627,0.01401104,0.1247747,0.845509,0.01014305,0.0002816126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8525965,0.0008596062,0.05774428,0.0006085956,0.0001633957,0.0005870516,0.000007783967,0.00007788993,0.08735485],"genre_scores_gemma":[0.9993683,0.00001220948,0.0001970995,0.00008583954,0.00003326503,0.00003548016,7.446888e-8,0.000004304928,0.0002634537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7590488,"threshold_uncertainty_score":0.4882816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591555939","doi":"10.1057/s41289-016-0034-4","title":"Investigating the process of traditional design principles formation in the Iranian-Kurdish urban quarters","year":2017,"lang":"en","type":"article","venue":"URBAN DESIGN International","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Urban planning; Architecture; Urban design; Landscape architecture; Islam; Relation (database); Process (computing); Indigenous; Architectural engineering; Design elements and principles; Urbanism; Environmental planning; Sociology; Civil engineering; Geography; Engineering; Computer science; Archaeology; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.1491077481068964,"gpt":0.2759293640275648,"spread":0.1268216159206684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004929661,0.0001145876,0.00009682406,0.00005266943,0.0007167275,0.0004163764,0.0009126821,0.00002669914,0.0002165692],"category_scores_gemma":[0.0001766346,0.00006124392,0.00006091854,0.00001936545,0.000481707,0.0007181474,0.00002036231,0.0001565143,0.000010942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002345886,"about_ca_system_score_gemma":0.00003459796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007374225,"about_ca_topic_score_gemma":0.000166215,"domain_scores_codex":[0.9989069,0.0001311706,0.0003075427,0.0001231973,0.0004019053,0.0001292765],"domain_scores_gemma":[0.9990659,0.0002909777,0.0003264836,0.0001771265,0.0001195191,0.00002001819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006582648,0.0001281204,0.003719228,0.00004583599,0.0001001418,0.00000614199,0.4729061,0.002845188,0.0005352584,0.4596174,0.05802008,0.002010637],"study_design_scores_gemma":[0.004231149,0.001404366,0.1276647,0.001652862,0.0002500086,0.000220073,0.1381345,0.1046112,0.01202898,0.4212479,0.1864775,0.00207677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7163993,0.0004277141,0.02967548,0.03678155,0.002429458,0.003320091,0.0002464492,0.0001671343,0.2105529],"genre_scores_gemma":[0.9977795,0.000001990068,0.0003508353,0.0006196667,0.0005939627,0.00008445178,0.00002084664,0.000006203007,0.0005424876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347717,"threshold_uncertainty_score":0.5512561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892387047","doi":"10.5539/mas.v12n10p86","title":"The Relationship Between Interior Architecture and Music","year":2018,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Melody; Architecture; The arts; Simplicity; Aesthetics; Style (visual arts); Character (mathematics); Personality; Visual arts; Literature; Sociology; History; Art; Psychology; Mathematics; Philosophy; Epistemology; Social psychology; Musical; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.06771368732605643,"gpt":0.2629673952456245,"spread":0.1952537079195681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0002582972,0.00008474362,0.00006595109,0.00003829767,0.002737252,0.0004218808,0.0003370257,0.00001581136,0.00005162353],"category_scores_gemma":[0.00004342035,0.00004394635,0.00001553595,0.00006951975,0.004034731,0.0001078846,0.0001140282,0.0001306089,0.00005275786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009373804,"about_ca_system_score_gemma":0.00002516832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001917645,"about_ca_topic_score_gemma":0.0006370838,"domain_scores_codex":[0.9992465,0.00001017993,0.0001066408,0.0002165873,0.0001999706,0.0002200879],"domain_scores_gemma":[0.9995374,0.0001570513,0.00004071868,0.0001630527,0.0000435461,0.00005821906],"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":[0.00002274799,0.000004499072,0.003528685,0.000008295347,0.00000828029,3.730713e-7,0.2240872,0.000002175428,0.01316407,0.5933719,0.0006154369,0.1651863],"study_design_scores_gemma":[0.000202512,0.0001448089,0.05991279,0.00003026098,0.00002296617,0.000006044441,0.005085191,0.0004392122,0.001567187,0.7412706,0.1909222,0.0003962464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975989,0.00007958901,0.002068118,0.001167513,0.0001442768,0.0001549348,0.000004095434,0.00006342601,0.09871918],"genre_scores_gemma":[0.9975961,5.994502e-7,0.0001241633,0.0004455092,0.0004983168,0.00001162494,5.966907e-7,0.000004181099,0.00131894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.219002,"threshold_uncertainty_score":0.9986757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335949843","doi":"10.2495/dne-v10-n2-154-164","title":"Vernacular housing in algiers: a semantic and passive architecture","year":2015,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Architecture; Architectural engineering; Vernacular architecture; Vernacular; Computer science; Engineering; Linguistics; Art; Visual arts; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02109274543784194,"gpt":0.2516914150437357,"spread":0.2305986696058938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844724,0.0001208322,0.0001759193,0.0001993219,0.00005481146,0.0001846242,0.0001790824,0.00008418789,0.00001766792],"category_scores_gemma":[0.00008574787,0.00008297796,0.00004845973,0.00003015514,0.0001184171,0.0002829987,0.00004246431,0.0004930347,0.000001070543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004521195,"about_ca_system_score_gemma":0.00005364377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004239827,"about_ca_topic_score_gemma":0.0004475898,"domain_scores_codex":[0.9991878,0.00004807181,0.0002557934,0.000105749,0.0002835624,0.0001190544],"domain_scores_gemma":[0.9993476,0.00007555045,0.0001904897,0.00004077607,0.0002622251,0.00008332746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00389605,0.0005890644,0.01540568,0.0001777283,0.002872109,0.005845964,0.3931743,0.02977298,0.002897315,0.1391696,0.01274574,0.3934535],"study_design_scores_gemma":[0.01297793,0.003317377,0.007836266,0.00289241,0.0006284259,0.007471676,0.0621337,0.04297192,0.0009287596,0.568099,0.2881329,0.002609593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833022,0.00423553,0.00460291,0.004720735,0.001227065,0.0001266638,0.00001452402,0.00001424064,0.0017561],"genre_scores_gemma":[0.9966804,0.0002113863,0.00167602,0.0007956762,0.0005121987,8.459394e-7,0.000003106934,0.000008567652,0.0001118454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4289294,"threshold_uncertainty_score":0.3383743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1799283922","doi":"10.1002/ad.1889","title":"Sustaining the Local: An Alternative Approach to Sustainable Design","year":2015,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainability; Context (archaeology); Sustainable design; Architecture; Interpretation (philosophy); Work (physics); Sociology; Environmental ethics; Sustainable living; Sustainable community; Architectural engineering; Sustainable development; Studio; Natural (archaeology); Engineering ethics; Environmental planning; Engineering; Political science; Ecology; Law; Computer science; History; Geography; Archaeology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.1279642958956761,"gpt":0.2740009477821792,"spread":0.1460366518865031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009629233,0.0003228137,0.0002483399,0.0001224803,0.0008780818,0.000494578,0.0007871289,0.00004017007,0.00007823139],"category_scores_gemma":[0.0001507268,0.0001713795,0.00008211415,0.0001520983,0.00052058,0.0004036822,0.0001541563,0.0003175238,0.00009844423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009002854,"about_ca_system_score_gemma":0.0001270208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642558,"about_ca_topic_score_gemma":0.0001227331,"domain_scores_codex":[0.9974794,0.0006585865,0.000267867,0.000426032,0.0004217211,0.0007464325],"domain_scores_gemma":[0.9986058,0.0002712988,0.00008700533,0.0003628265,0.0003329504,0.0003400547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003865791,0.00006201589,0.000005471113,0.00001610068,0.0000778715,0.00003398841,0.4443214,0.3054856,0.00004819748,0.2005667,0.009854233,0.03914193],"study_design_scores_gemma":[0.001150553,0.00358682,0.00009982914,0.00004689169,0.0001195224,0.0001796051,0.4323371,0.03096624,0.002246314,0.2833731,0.2443654,0.001528502],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03240525,0.0003737172,0.8782515,0.003243885,0.0003438425,0.002433695,0.000006999235,0.0004467995,0.08249433],"genre_scores_gemma":[0.9777747,0.000001013623,0.009249589,0.002732496,0.0007032502,0.0001813329,0.000009454889,0.00003609243,0.009312109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9453694,"threshold_uncertainty_score":0.6988653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392241623","doi":"10.18280/ijsdp.190203","title":"The Rise of Gated Communities in Amman from the Old to the Modern: Socio-Spatial Impact on the Surrounding","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Environmental resource management; Economic geography; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.03349697748865423,"gpt":0.2805010517928772,"spread":0.247004074304223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008745094,0.00009330754,0.00009113627,0.00007106228,0.0006493237,0.0006229643,0.0004659516,0.00001574884,0.00007438028],"category_scores_gemma":[0.00006075632,0.00003159714,0.00005056735,0.00003895608,0.0001282071,0.0001577158,0.00008590485,0.0003047196,0.000001553962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007803702,"about_ca_system_score_gemma":0.00009574266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026059,"about_ca_topic_score_gemma":0.0008101705,"domain_scores_codex":[0.9991215,0.0001046649,0.0002801378,0.00004661643,0.0003049382,0.0001421699],"domain_scores_gemma":[0.998405,0.001186183,0.0001143748,0.00005513361,0.0002201711,0.00001908393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002597349,0.00001227807,0.003502265,0.000008319394,0.0004022204,0.0001088108,0.9299063,0.003143242,0.00001157918,0.03931482,0.005837041,0.01749338],"study_design_scores_gemma":[0.0001818751,0.00007979607,0.0153414,0.0006427061,0.00002034161,0.00001573027,0.6592966,0.001122101,0.0001171323,0.01378021,0.3092811,0.0001210648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871818,0.001839156,0.0000514654,0.009335572,0.0003182678,0.00009293004,0.000007876822,0.000004700202,0.001168207],"genre_scores_gemma":[0.9979559,0.00005332141,0.00001044229,0.0004010568,0.0003765572,0.0000043021,0.000004650462,0.000004800391,0.001188934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.303444,"threshold_uncertainty_score":0.6007259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308320679","doi":"10.18280/ijdne.170502","title":"The Impact of Intellectual Ideologies in Shaping the Urban Townscape from the Middle Ages to the Contemporary: The City of Baghdad Between Yesterday and Today","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vision; Ideology; Aesthetics; Narrative; History; Sociology; Art; Visual arts; Literature; Politics; Political science; Law; Anthropology","retraction":null,"screen_n_in":null,"score":{"opus":0.07231609139420343,"gpt":0.2826401760282478,"spread":0.2103240846340443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025707,0.0001190719,0.0001827892,0.00005067985,0.0005047302,0.0001714228,0.0009415154,0.0000363688,0.00006001714],"category_scores_gemma":[0.0002870462,0.00003856031,0.0001270897,0.00006439732,0.0003827733,0.0001292387,0.0002451886,0.0006160993,2.314629e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003265627,"about_ca_system_score_gemma":0.00006390263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006701185,"about_ca_topic_score_gemma":0.001240714,"domain_scores_codex":[0.9987751,0.0003053014,0.0003958216,0.00008856932,0.0003250056,0.0001102126],"domain_scores_gemma":[0.9961182,0.003206471,0.0003659061,0.000119339,0.0001694624,0.0000205651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002223395,0.0001394366,0.09471188,0.00001341581,0.003365043,0.00002905964,0.7836961,0.008828449,0.0008228212,0.02607052,0.04727248,0.03282746],"study_design_scores_gemma":[0.002188669,0.003526599,0.4282736,0.0006727111,0.0003806547,0.0002574499,0.274764,0.006104147,0.0004872088,0.1295083,0.1530358,0.0008009522],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752808,0.008161309,0.0001406848,0.01534475,0.0003360361,0.0001954372,0.0001184601,0.000003070745,0.0004194671],"genre_scores_gemma":[0.9984776,0.0002646107,0.00002113812,0.0007467371,0.0003529951,0.000005164914,0.000005065914,0.000005240467,0.0001214303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5089321,"threshold_uncertainty_score":0.3882028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230796203","doi":"10.32920/16818898.v1","title":"A Surrogate Modelling Methodology To Predict Energy Use For Multiple Single Family Century Home Archetypes In Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Archetype; Multivariate statistics; Selection (genetic algorithm); Energy (signal processing); Stepwise regression; Regression analysis; Computer science; Statistics; Model selection; Regression; Econometrics; Mathematics; Artificial intelligence; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.2285343210832092,"gpt":0.3010956878380151,"spread":0.07256136675480587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000246521,0.0003518112,0.0005885554,0.00008231341,0.0001576297,0.0003514377,0.0003115403,0.0002005801,0.0003652766],"category_scores_gemma":[0.00009988907,0.0002683882,0.0002542398,0.0000222896,0.00009670552,0.0002421719,0.0004332219,0.0002364202,0.000002206649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595647,"about_ca_system_score_gemma":0.00006972202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07273585,"about_ca_topic_score_gemma":0.3012997,"domain_scores_codex":[0.9980658,0.0002271272,0.0004571894,0.0006443229,0.0001624207,0.0004431071],"domain_scores_gemma":[0.9984795,0.0007795586,0.0001061921,0.0003096511,0.0002140644,0.0001109969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00050576,0.0002910039,0.000120309,0.0003451796,0.0003766519,0.00002339416,0.1948673,0.7314304,0.001893865,0.04843161,0.0008934282,0.02082115],"study_design_scores_gemma":[0.001063499,0.0006019524,0.0002002082,0.0007573561,0.0001863997,0.000004261093,0.08307459,0.09588632,0.001306747,0.0151061,0.7997661,0.002046494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7164192,0.008350363,0.2524613,0.0005206388,0.003394872,0.0014284,0.0005662897,0.0003778146,0.01648112],"genre_scores_gemma":[0.9387311,0.0004403858,0.05311819,0.001776552,0.0007426928,0.0003364431,0.0003096928,0.00004746312,0.004497509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7988726,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3098452026","doi":"10.30822/arteks.v5i3.487","title":"The hedonistic sustainability concept in the works of Bjarke Ingels","year":2020,"lang":"en","type":"article","venue":"ARTEKS Jurnal Teknik Arsitektur","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Sustainability; Architecture; Architectural engineering; Sustainable design; Process (computing); Representation (politics); Computer science; Architectural design; Interior architecture; Sociology; Aesthetics; Management science; Engineering; Interior design; Political science; Art; Visual arts; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.02577415848006235,"gpt":0.2425138985845065,"spread":0.2167397401044442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574952,0.0001597458,0.0002064091,0.00002307574,0.0006742224,0.0002506814,0.0005693359,0.0000386533,0.0001430319],"category_scores_gemma":[0.0002320475,0.00007557055,0.000134068,0.0001195871,0.000787765,0.0002023285,0.00007359163,0.0004396412,0.00001654319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002347051,"about_ca_system_score_gemma":0.00005735474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046294,"about_ca_topic_score_gemma":0.0005617599,"domain_scores_codex":[0.9986204,0.0002191676,0.0003754688,0.0001883871,0.0002923499,0.000304237],"domain_scores_gemma":[0.9989207,0.0004929634,0.0001499637,0.0002146641,0.0001573423,0.0000644007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003142724,0.00013332,0.002432686,0.00008667535,0.0001163016,0.00006334859,0.6447022,0.00057245,0.0002270346,0.2710371,0.0143805,0.06593417],"study_design_scores_gemma":[0.0006784176,0.0005230228,0.009797871,0.0001057354,0.00007865809,0.00001899059,0.1610582,0.0003210955,0.0002871176,0.05174034,0.7749961,0.0003944018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230403,0.004164006,0.00006756784,0.04908992,0.0002904262,0.0006631824,0.00002407806,0.00006122823,0.02259934],"genre_scores_gemma":[0.9957029,0.00004185751,0.000008702742,0.003454115,0.0004211225,0.00001334463,0.000003473488,0.000007495988,0.0003470162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7606156,"threshold_uncertainty_score":0.5185642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947988812","doi":"10.5539/jsd.v12n3p35","title":"Sustainability, Quality of Life and Challenges in an Emerging City Region of George Town, Malaysia","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Urbanization; Scrutiny; Urban planning; Poverty; Sustainable city; Sustainable development; Environmental planning; Cultural heritage; Economic growth; Sustainable community; Megacity; Political science; Geography; Economy; Economics; Civil engineering; Archaeology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.07769187283258325,"gpt":0.2858592060251258,"spread":0.2081673331925425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112109,0.0001266928,0.0004400695,0.0002168197,0.00007842826,0.00002992001,0.0001710958,0.00004385105,0.000115936],"category_scores_gemma":[0.0001253796,0.00009111624,0.00005908795,0.00006171771,0.0001272072,0.0005083226,0.00009561059,0.0001570698,2.037121e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155364,"about_ca_system_score_gemma":0.0003394177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002050246,"about_ca_topic_score_gemma":0.0002161804,"domain_scores_codex":[0.9983805,0.0001086994,0.00084967,0.000133762,0.0002828423,0.0002444566],"domain_scores_gemma":[0.9981297,0.00005826877,0.0006026158,0.0001175722,0.001010772,0.00008103772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007749808,0.0004815017,0.1578249,0.004098114,0.0001548288,0.00008435454,0.6843722,0.000527987,0.0001541004,0.1372197,0.000101162,0.01420611],"study_design_scores_gemma":[0.0007414538,0.0004182012,0.1425192,0.0001438904,0.00001327944,0.000009411956,0.8234424,0.000007023088,0.00026817,0.01079616,0.02142224,0.0002185228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948275,0.001926004,0.00000395648,0.001458546,0.00005353717,0.000195232,5.826967e-7,0.000004195953,0.001530432],"genre_scores_gemma":[0.998625,0.0002944122,0.00007991122,0.00004455423,0.00005063924,0.000002255615,9.088935e-7,0.000005639097,0.000896672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1390702,"threshold_uncertainty_score":0.3715613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306964500","doi":"10.18280/ijsdp.170620","title":"Promoting the Social Cohesion in the Traditional Cities","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Mustansiriyah University; Al-Nahrain University","keywords":"Cohesion (chemistry); Phenomenon; Sociology; Economic growth; Economic geography; Geography; Epistemology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.04773403620704045,"gpt":0.2581098135967755,"spread":0.210375777389735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006695823,0.00005299087,0.00005940507,0.00009410154,0.00110101,0.0001959112,0.0002694818,0.000006937354,0.0001920291],"category_scores_gemma":[0.0000235545,0.0000279238,0.00002621566,0.00003060163,0.00006475714,0.0001870045,0.0000559861,0.0002331656,2.912623e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005214769,"about_ca_system_score_gemma":0.00007736321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001682919,"about_ca_topic_score_gemma":0.000006943346,"domain_scores_codex":[0.9991753,0.00006653232,0.0002074381,0.00004291225,0.0004051467,0.0001026497],"domain_scores_gemma":[0.9995853,0.000117178,0.0001402484,0.00001254923,0.0001357083,0.000009000369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005317889,0.0000219742,0.0008071691,0.00000665141,0.00004245027,0.0003879875,0.9080102,0.0001242436,0.000005050688,0.08388214,0.003253673,0.003405314],"study_design_scores_gemma":[0.0001539115,0.00003412084,0.006227802,0.0000174927,0.000004063277,0.000118234,0.6798629,0.0000166997,0.00001198538,0.007042332,0.306461,0.00004950876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884391,0.0002860776,0.000004886534,0.006047841,0.0002199277,0.00005720289,0.000002256692,0.00000291556,0.004939745],"genre_scores_gemma":[0.9976094,0.000002253974,0.00002320707,0.000992295,0.0005340084,0.00001112966,0.000007740806,0.00000222747,0.0008176788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3032073,"threshold_uncertainty_score":0.8468188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994622133","doi":"10.7202/1015940ar","title":"The Landscapes of Winnipeg’s Wildwood Park","year":2001,"lang":"en","type":"article","venue":"Urban History Review","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Landscape design; Sociology; Wright; Premise; Geography; Landscape architecture; Aesthetics; Environmental ethics; History; Civil engineering; Engineering; Art; Art history; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.03777132588987039,"gpt":0.2179567458383151,"spread":0.1801854199484447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001425996,0.00009616218,0.0001990964,0.00001205426,0.0002068285,0.00001124873,0.0002055738,0.00001325604,0.002653066],"category_scores_gemma":[0.00002603552,0.00004842102,0.0001204729,0.00002041884,0.0001695862,0.00007088665,0.00001614621,0.00007922387,0.0001085367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000287271,"about_ca_system_score_gemma":0.0000238811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005002741,"about_ca_topic_score_gemma":0.0005979629,"domain_scores_codex":[0.9993649,0.00005206389,0.0002383673,0.00009828772,0.0001230607,0.0001233551],"domain_scores_gemma":[0.9995438,0.00004831422,0.0001261241,0.0001952913,0.00005673754,0.00002977255],"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":[0.000006320596,0.0000167006,0.0001664688,0.0003414938,0.00002905518,0.000002688043,0.006533173,2.565288e-7,0.000008885098,0.03969169,0.9284377,0.02476557],"study_design_scores_gemma":[0.00003642369,0.00003553717,0.00003789018,0.0004645513,0.00004410728,0.000004483704,0.0001215539,5.286958e-7,0.000001472002,0.0001990685,0.9989773,0.00007707768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001931077,0.7937301,5.079192e-7,0.001102444,0.0003176532,0.0001436583,0.000002516057,0.00003029925,0.2027417],"genre_scores_gemma":[0.2714646,0.4257061,0.00003719024,0.01341592,0.002062586,0.000121937,0.00002494105,0.00004259318,0.2871242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3680241,"threshold_uncertainty_score":0.9982587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}