{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"24081d91ee4b","filters":{"venue":"International Journal of Architectural Research Archnet-IJAR"}},"results":[{"id":"W3113800085","doi":"10.1108/arch-08-2020-0159","title":"How our homes impact our health: using a COVID-19 informed approach to examine urban apartment housing","year":2020,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Apartment; Urban design; Architectural engineering; Built environment; Building design; Public housing; Architecture; Environmental planning; Psychology; Urban planning; Engineering; Civil engineering; Geography","authors":[{"name":"Terri Peters","is_ca":true},{"name":"Anna Halleran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1950579007580696,"gpt":0.4436425626256262,"spread":0.2485846618675566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01109366,0.0004754954,0.0005538862,0.004163228,0.003284469,0.007009814,0.001525873,0.001440315,0.004815457],"category_scores_gemma":[0.01470249,0.0003429397,0.001118482,0.003815099,0.004610664,0.004831711,0.006669601,0.001873001,0.0004823529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00726512,"about_ca_system_score_gemma":0.007255091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02297965,"about_ca_topic_score_gemma":0.07349688,"domain_scores_codex":[0.9918901,0.006499253,0.0002699092,0.0004154063,0.0005834054,0.0003418691],"domain_scores_gemma":[0.99033,0.006551713,0.0009914604,0.0003950205,0.001381259,0.0003505667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001506309,0.0003556535,0.09095748,0.009163872,0.0004250297,0.002055013,0.5663527,0.001603986,0.0008933278,0.1148675,0.02011784,0.1930569],"study_design_scores_gemma":[0.0000306104,0.0002622647,0.03968273,0.00814113,0.0003531034,0.0004279905,0.7673163,0.001157458,0.000590177,0.02889401,0.1530677,0.00007660724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6953387,0.04519412,0.05264816,0.04078853,0.0008551478,0.003660635,0.004486428,0.00009199062,0.1569362],"genre_scores_gemma":[0.91571,0.01463905,0.05300438,0.006668888,0.000109308,0.003011965,0.0007933176,0.00004974352,0.006013372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297965,"threshold_uncertainty_score":0.05866957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120525702","doi":"10.1108/arch-10-2020-0245","title":"Speculations on the post-pandemic university campus – a global inquiry","year":2021,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"IBI Group (Canada)","funders":"","keywords":"Distancing; Sociology; Qualitative research; Higher education; Pedagogy; Pandemic; Space (punctuation); Psychology; Mathematics education; Coronavirus disease 2019 (COVID-19); Public relations; Political science; Computer science; Social science; Medicine","authors":[{"name":"Jay Deshmukh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1682207960031265,"gpt":0.4978474961700736,"spread":0.3296267001669471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01879256,0.0004464458,0.0004409964,0.000990859,0.01033793,0.01065535,0.001790118,0.003684865,0.006751318],"category_scores_gemma":[0.01959248,0.0003395055,0.0005638857,0.001473121,0.03105192,0.01853417,0.01046511,0.005664048,0.0006132387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004249697,"about_ca_system_score_gemma":0.003804583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210819,"about_ca_topic_score_gemma":0.002923953,"domain_scores_codex":[0.9855667,0.01169083,0.0002163505,0.0006085566,0.0006874562,0.001230154],"domain_scores_gemma":[0.986096,0.00938742,0.0007327633,0.001353966,0.0009854297,0.001444427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005418012,0.00007122529,0.004973032,0.0002490931,0.00001108918,0.001021335,0.8299761,0.0003290944,0.0007853212,0.1395871,0.005571784,0.01737052],"study_design_scores_gemma":[0.000003029145,0.00004192187,0.001292175,0.0001724746,0.000005251373,0.0001478768,0.9514312,0.0001262657,0.0002491469,0.01320717,0.03330819,0.00001527992],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.694606,0.002317835,0.01424656,0.1708776,0.001260675,0.0002826828,0.0001831817,0.0001392981,0.1160861],"genre_scores_gemma":[0.9909237,0.0007530008,0.00131448,0.003851708,0.00007951238,0.00007812043,0.00002694774,0.00004718223,0.002925302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01879256,"threshold_uncertainty_score":0.09938574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769147247","doi":"10.26687/archnet-ijar.v11i3.1398","title":"SMART CITIES AND HERITAGE CONSERVATION: DEVELOPING A SMARTHERITAGE AGENDA FOR SUSTAINABLE INCLUSIVE COMMUNITIES","year":2017,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Crowdsourcing; Information and Communications Technology; Citizen journalism; Valuation (finance); Cultural heritage; Corporate governance; Environmental planning; Cultural heritage management; Sustainability; Environmental resource management; Business; Political science; Knowledge management; Geography; Computer science; Economics","authors":[{"name":"Patrizia Riganti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1037289163533863,"gpt":0.3949886550690074,"spread":0.2912597387156212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004815126,0.0005989164,0.0005687938,0.002130268,0.00494843,0.01404606,0.001423758,0.005264464,0.008502845],"category_scores_gemma":[0.003630265,0.0003028616,0.0006073525,0.002033457,0.01279861,0.01756631,0.01871764,0.004179969,0.000844634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004493578,"about_ca_system_score_gemma":0.01083473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608177,"about_ca_topic_score_gemma":0.006356073,"domain_scores_codex":[0.9979419,0.0008532417,0.00006001179,0.0001649376,0.0005126196,0.000467282],"domain_scores_gemma":[0.9970887,0.001005348,0.0002838161,0.0004285722,0.0004463391,0.000747177],"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":[0.00001387194,0.00005015582,0.0009157788,0.0002769814,0.00001661742,0.0001209249,0.004074013,0.001265881,0.0003466909,0.9262501,0.01282835,0.05384078],"study_design_scores_gemma":[0.000006977749,0.00003430882,0.0008641759,0.0005689262,0.00000951829,0.00009321002,0.01447627,0.001097679,0.0004425821,0.6062049,0.3761778,0.00002372099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06790664,0.02735484,0.1065095,0.3977869,0.002840924,0.000314162,0.000217855,0.0004330869,0.3966361],"genre_scores_gemma":[0.8572527,0.02559923,0.05118772,0.01800446,0.001080411,0.0004814264,0.0002696267,0.0001553783,0.04596906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01404606,"threshold_uncertainty_score":0.03260332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098327231","doi":"10.26687/archnet-ijar.v8i3.507","title":"The Agency of Making and Architecture Education: Design-Build Curriculum in a New School of Architecture","year":2014,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Design Education and Practice","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Laurentian University","funders":"","keywords":"Curriculum; Agency (philosophy); Context (archaeology); Design studio; Architecture; Downtown; Pedagogy; Sociology; Mandate; Engineering; Engineering ethics; Political science; Geography; Social science","authors":[{"name":"Tammy Gaber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02471553396630554,"gpt":0.3594375663616201,"spread":0.3347220323953146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006603893,0.000216567,0.0002419217,0.0008096926,0.01497624,0.00895912,0.001353292,0.001171277,0.004748169],"category_scores_gemma":[0.002984219,0.0004236688,0.0002544032,0.0008407171,0.005471827,0.002164358,0.006304588,0.003765833,0.000457561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03492349,"about_ca_system_score_gemma":0.09010734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1997903,"about_ca_topic_score_gemma":0.6610756,"domain_scores_codex":[0.9967404,0.001015865,0.00009049124,0.0002955579,0.0007096222,0.001148065],"domain_scores_gemma":[0.9960084,0.0003589665,0.0001765063,0.000158894,0.0005745902,0.002722578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001229402,0.00490354,0.1010451,0.0003099716,0.000013955,0.001309649,0.4550496,0.001598573,0.006341768,0.1401209,0.03123302,0.2579509],"study_design_scores_gemma":[0.00003209384,0.0003870123,0.1129438,0.0003681583,0.00001515931,0.0002286846,0.3825604,0.001078102,0.003978526,0.008645363,0.4897029,0.00005983284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833074,0.0003880021,0.003291154,0.01475866,0.0001583372,0.0005369504,0.00007100511,0.00008229035,0.09740612],"genre_scores_gemma":[0.9445489,0.0002883959,0.007741913,0.0006929086,0.0000161944,0.0001550709,0.00005403579,0.00002151844,0.04648115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997903,"threshold_uncertainty_score":0.3972548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111237938","doi":"10.1108/arch-10-2020-0237","title":"Design tactics for enhancing the adaptability of primary and middle schools to the new needs of postpandemic reuse","year":2020,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Adaptability; Originality; Flexibility (engineering); Reuse; Usability; Computer science; Sample (material); Set (abstract data type); Adaptation (eye); Affordance; Process (computing); Plan (archaeology); Architectural engineering; Engineering; Human–computer interaction; Mathematics; Qualitative research","authors":[{"name":"Orkan Zeynel Güzelci","is_ca":false},{"name":"Asena Kumsal Şen Bayram","is_ca":false},{"name":"Sema Alaçam","is_ca":false},{"name":"Handan Güzelci","is_ca":false},{"name":"Elif Işık Akkuyu","is_ca":true},{"name":"İnanç Şencan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1822775676165645,"gpt":0.4197968450750028,"spread":0.2375192774584383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003664344,0.0007380209,0.0002577197,0.001504285,0.0009351759,0.003269599,0.001685159,0.001110067,0.00291725],"category_scores_gemma":[0.006796251,0.0004156354,0.0007342722,0.001203148,0.002527151,0.002455499,0.002900564,0.0008904282,0.0004929444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323577,"about_ca_system_score_gemma":0.002767846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154139,"about_ca_topic_score_gemma":0.005189961,"domain_scores_codex":[0.9949424,0.002360364,0.0003607915,0.0005536726,0.00130769,0.0004751531],"domain_scores_gemma":[0.9953333,0.001507515,0.0008654192,0.001243724,0.000765598,0.0002845357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000183309,0.0005227009,0.03430522,0.0018112,0.0001277853,0.001215721,0.0352804,0.05121523,0.03510433,0.3648084,0.003799032,0.4716266],"study_design_scores_gemma":[0.0001335283,0.001834525,0.0433814,0.001847078,0.0003833374,0.002798322,0.07533811,0.1911059,0.03775038,0.2192097,0.4259719,0.000245793],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2481273,0.0004654173,0.6853591,0.001430471,0.00004865079,0.0008679449,0.00007847778,0.0006056846,0.06301695],"genre_scores_gemma":[0.6205928,0.0002877607,0.3736968,0.0001285446,0.00000926919,0.0004055709,0.0001092597,0.00007199687,0.004697919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003664344,"threshold_uncertainty_score":0.01937914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2179480323","doi":"10.26687/archnet-ijar.v9i3.703","title":"Key Success Factors and Guidance for International Collaborative Design Projects","year":2015,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Design Education and Practice","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Negotiation; Process (computing); Knowledge management; Key (lock); Tacit knowledge; Critical success factor; Engineering; Business; Public relations; Computer science; Political science","authors":[{"name":"Robby Soetanto","is_ca":false},{"name":"Mark Childs","is_ca":false},{"name":"Paul S. H. Poh","is_ca":false},{"name":"Stephen Austin","is_ca":false},{"name":"Jacqueline Glass","is_ca":false},{"name":"Zulfikar Adamu","is_ca":false},{"name":"Chinwe Isiadinso","is_ca":false},{"name":"Harry Tolley","is_ca":false},{"name":"Helen Mackenzie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1484326125473327,"gpt":0.4186983441232358,"spread":0.2702657315759031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02045097,0.0006081203,0.0005003557,0.00330414,0.005838682,0.007439329,0.001088523,0.00205439,0.004273192],"category_scores_gemma":[0.1070006,0.0004793395,0.0004573329,0.003547671,0.002047059,0.002976397,0.004450984,0.00245049,0.001127773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813095,"about_ca_system_score_gemma":0.01087625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004963401,"about_ca_topic_score_gemma":0.008807741,"domain_scores_codex":[0.9722745,0.01055517,0.002858443,0.0009898782,0.009969899,0.003352169],"domain_scores_gemma":[0.8525619,0.06907167,0.02371644,0.00532278,0.02817879,0.0211485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000340015,0.001291432,0.4194271,0.001245454,0.0001000137,0.001821791,0.1490258,0.001670067,0.003122424,0.01512019,0.0127563,0.3940795],"study_design_scores_gemma":[0.00007634536,0.001162009,0.5685619,0.001446428,0.0001247237,0.001745898,0.328162,0.003362275,0.003146484,0.008275654,0.08366224,0.0002739351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242616,0.0007345759,0.008553044,0.005333398,0.00009146798,0.00102727,0.0001304344,0.0003047764,0.05956348],"genre_scores_gemma":[0.9932098,0.0001962823,0.004530893,0.00008481084,0.00001258221,0.0002088477,0.0000566725,0.00002988459,0.001670399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02045097,"threshold_uncertainty_score":0.1081563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118352855","doi":"10.1108/arch-08-2020-0173","title":"Next time, with empathy: revisiting the studio pedagogy for transitional housing for refugees","year":2021,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; Algonquin College","funders":"","keywords":"Studio; Originality; Empathy; Refugee; Value (mathematics); Design studio; Pedagogy; Design thinking; Psychology; Sociology; Mathematics education; Computer science; Creativity; Social psychology; Political science; Human–computer interaction","authors":[{"name":"Pallavi Swaranjali","is_ca":true},{"name":"Tina Patel","is_ca":false},{"name":"Kurt Espersen-Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08427411643800167,"gpt":0.3799100251445708,"spread":0.2956359087065691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007733156,0.0006695996,0.0003803257,0.000806371,0.004344634,0.005153066,0.002387546,0.002184739,0.00651419],"category_scores_gemma":[0.007634294,0.0004209988,0.0006565612,0.0003559257,0.008939053,0.00305724,0.01014126,0.003945058,0.00145635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076076,"about_ca_system_score_gemma":0.006259038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000825672,"about_ca_topic_score_gemma":0.003471181,"domain_scores_codex":[0.9924995,0.005881289,0.0001460624,0.000359911,0.000581003,0.0005321373],"domain_scores_gemma":[0.9951545,0.002883767,0.0002336287,0.0004969926,0.000265615,0.0009655329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001998867,0.00237441,0.004328613,0.001766579,0.00002673605,0.002601006,0.5752414,0.001463769,0.01278449,0.121,0.01687377,0.2613394],"study_design_scores_gemma":[0.000187384,0.002173312,0.005479473,0.002482996,0.00006165033,0.005993773,0.454455,0.003452792,0.009680051,0.06270131,0.4532177,0.0001145074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.615485,0.002690488,0.1690755,0.02441583,0.001350816,0.001595626,0.00006404664,0.001042296,0.1842804],"genre_scores_gemma":[0.8242009,0.00199447,0.1403361,0.003015995,0.0001124413,0.001014717,0.00005196365,0.0002004554,0.02907301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007733156,"threshold_uncertainty_score":0.04089731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312059715","doi":"10.1108/arch-03-2022-0067","title":"Live projects: a mixed-methods exploration of existing scholarship","year":2022,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","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":"American Society for Engineering Education","keywords":"Scholarship; Relevance (law); Citation; Systematic review; Community engagement; Sociology; Management science; Public relations; Computer science; Political science; Engineering; Library science","authors":[{"name":"Sebastian Smith","is_ca":false},{"name":"Karine Dupré","is_ca":false},{"name":"Julie Crough","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1754690996440607,"gpt":0.4493719569386579,"spread":0.2739028572945972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1135723,0.001013119,0.002213255,0.01904914,0.006231979,0.01127106,0.003974561,0.002512963,0.009223094],"category_scores_gemma":[0.1211783,0.0009928998,0.001606532,0.01541699,0.007001554,0.008489188,0.01087449,0.002497791,0.001290468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007869623,"about_ca_system_score_gemma":0.01904979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973064,"about_ca_topic_score_gemma":0.005042002,"domain_scores_codex":[0.8883504,0.08784457,0.007179642,0.005172777,0.009153533,0.002298984],"domain_scores_gemma":[0.7916051,0.1746523,0.007984925,0.008881104,0.01482927,0.002047378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004665129,0.0007771009,0.01033239,0.02718978,0.0002683322,0.001762992,0.628055,0.000749102,0.002236115,0.0506666,0.00601494,0.2714812],"study_design_scores_gemma":[0.0002915924,0.001136463,0.008275516,0.03218784,0.000296378,0.0009529454,0.7568859,0.001610575,0.00227616,0.04059064,0.1553502,0.0001456901],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5231691,0.05068276,0.2543219,0.01378327,0.001689826,0.1002291,0.005975912,0.0007828955,0.04936526],"genre_scores_gemma":[0.4879859,0.01723574,0.3204799,0.004325373,0.0004178825,0.1576184,0.001978837,0.0004892853,0.009468585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135723,"threshold_uncertainty_score":0.6006349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346338786","doi":"10.26687/archnet-ijar.v10i1.908","title":"ALLURE OF THE \"CRYSTAL: MYTHS AND METAPHORS IN ARCHITECTURAL MORPHOGENESIS","year":2016,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metaphor; Mythology; Architecture; Meaning (existential); TRACE (psycholinguistics); Crystal (programming language); History of architecture; Perspective (graphical); Perfection; Aesthetics; History; Art; Philosophy; Epistemology; Literature; Computer science; Visual arts; Linguistics","authors":[{"name":"Emine Özen Eyüce","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04937354173543983,"gpt":0.3003004240644375,"spread":0.2509268823289976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003374646,0.000540844,0.0003708909,0.002311333,0.01079359,0.007949628,0.00106508,0.002495122,0.002949034],"category_scores_gemma":[0.004963799,0.0002857993,0.0003773574,0.002556226,0.08105248,0.009405399,0.004045358,0.003315998,0.0003650587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101576,"about_ca_system_score_gemma":0.005254829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03641681,"about_ca_topic_score_gemma":0.04420142,"domain_scores_codex":[0.9962985,0.002583325,0.00007098703,0.0001984785,0.0005867592,0.0002619297],"domain_scores_gemma":[0.9978443,0.001301404,0.0001966069,0.0002616174,0.0002272889,0.0001687016],"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":[0.000008779632,0.000003047968,0.0001892212,0.00003455501,0.00000178465,0.00007115672,0.05308458,0.0001808679,0.0001166243,0.9395905,0.003714647,0.003004306],"study_design_scores_gemma":[0.00001710091,0.00002644764,0.001145465,0.0003365006,0.000008084487,0.0005947522,0.1117505,0.001270132,0.0004746433,0.5165487,0.3677791,0.00004851544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1616825,0.02517733,0.08267628,0.09139166,0.001270172,0.0001093745,0.0002468145,0.0003766967,0.6370692],"genre_scores_gemma":[0.9779741,0.002504167,0.005748513,0.001509405,0.000135904,0.00005589657,0.00002393412,0.00008240017,0.01196566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03641681,"threshold_uncertainty_score":0.0799253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137921820","doi":"10.1108/arch-09-2020-0176","title":"Assessing the post-occupancy performance of educational design/build: the thinking while doing initiative","year":2021,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Post-occupancy evaluation; Context (archaeology); Scholarship; Originality; Curriculum; Psychology; Pedagogy; Sociology; Public relations; Political science; Qualitative research; Social science","authors":[{"name":"Stephen Verderber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1065371870295678,"gpt":0.4675228402609198,"spread":0.3609856532313521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008757686,0.0004864874,0.0003409118,0.0009749123,0.001139851,0.003052425,0.000919484,0.0006610486,0.002888686],"category_scores_gemma":[0.02961099,0.0003330879,0.0004708233,0.0005104868,0.002522941,0.001445937,0.002534366,0.00132721,0.000922011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145593,"about_ca_system_score_gemma":0.002204852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027679,"about_ca_topic_score_gemma":0.007027407,"domain_scores_codex":[0.9942055,0.002056927,0.0003969722,0.0004517103,0.00226128,0.0006276306],"domain_scores_gemma":[0.9650451,0.01428257,0.008564472,0.002934222,0.005296898,0.003876835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006357548,0.003622496,0.6089703,0.0006120741,0.00009669454,0.0001992023,0.08640262,0.001163751,0.007009411,0.001825187,0.001741971,0.2877206],"study_design_scores_gemma":[0.00002718716,0.004936105,0.8937311,0.0003097676,0.00007044257,0.0001919999,0.077724,0.001825216,0.009076355,0.002153744,0.009839117,0.0001150089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921347,0.00004974869,0.001694452,0.0001342193,0.00001287242,0.0001022824,0.00004152193,0.00003562778,0.005794431],"genre_scores_gemma":[0.9940148,0.00007735769,0.00415962,0.00005618705,0.000006901296,0.0001338711,0.00006912537,0.00001825798,0.001463903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008757686,"threshold_uncertainty_score":0.04631561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393408153","doi":"10.1108/arch-11-2023-0304","title":"An architectural insight into the role of personalisation of homes and its effects on residents’ psychological well-being","year":2024,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Well-being; Psychology; Psychological well-being; Personalization; Social psychology; Computer science; Psychotherapist; World Wide Web","authors":[{"name":"Dalia Al-Tarazi","is_ca":false},{"name":"Rachel Sara","is_ca":false},{"name":"Paul Redford","is_ca":true},{"name":"Louis Rice","is_ca":false},{"name":"Colin A. Booth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03267108629820107,"gpt":0.4286630034754565,"spread":0.3959919171772555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913318,0.0003354403,0.0001891156,0.0008751929,0.001517985,0.00332816,0.0005613345,0.0005331186,0.005349453],"category_scores_gemma":[0.003623918,0.0002138733,0.0004643991,0.0008183261,0.004894587,0.002072642,0.00323046,0.0009178201,0.0002338757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098566,"about_ca_system_score_gemma":0.0007867523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812996,"about_ca_topic_score_gemma":0.0045493,"domain_scores_codex":[0.9985838,0.001004644,0.00003854276,0.0001047761,0.0001412083,0.0001270885],"domain_scores_gemma":[0.9976805,0.001233167,0.0003326543,0.0003264461,0.0001927688,0.0002344244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003286554,0.0003328547,0.1439979,0.001221483,0.0001465265,0.002279224,0.5831546,0.002555803,0.005336059,0.1102817,0.003088271,0.1472768],"study_design_scores_gemma":[0.00003052044,0.0005629638,0.3232949,0.0007094336,0.0002358816,0.002378265,0.5189346,0.002647442,0.001731971,0.05701629,0.09235754,0.0001002184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222265,0.002073854,0.01460143,0.003766539,0.00009417161,0.00004590035,0.00008937816,0.00004992309,0.05705228],"genre_scores_gemma":[0.9973174,0.0002531679,0.001532714,0.00006529229,0.000009250715,0.000009479832,0.000009719383,0.000004730105,0.0007981954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005349453,"threshold_uncertainty_score":0.0178957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107575798","doi":"10.26687/archnet-ijar.v8i1.311","title":"EXPLORING HEALTHCARE ARCHITECTURE THROUGH THE MEDIUM OF FILM: Motives and Techniques","year":2014,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Architecture; Health care; Field (mathematics); Function (biology); Transactional leadership; Space (punctuation); Quality (philosophy); Data science; Computer science; Knowledge management; Psychology; Epistemology; Social psychology; Geography; Mathematics","authors":[{"name":"Stephen Verderber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1125614994652939,"gpt":0.3712045076072233,"spread":0.2586430081419294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002529238,0.0007422525,0.0003193488,0.004395044,0.002674373,0.005899142,0.001277446,0.001135937,0.007705419],"category_scores_gemma":[0.005880993,0.0005146877,0.0005299784,0.003167311,0.004928107,0.00534712,0.003818122,0.001475009,0.0005588133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691682,"about_ca_system_score_gemma":0.0009693663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117732,"about_ca_topic_score_gemma":0.006650604,"domain_scores_codex":[0.9986137,0.0008945426,0.00003872172,0.0001430045,0.000159845,0.0001501341],"domain_scores_gemma":[0.9975088,0.001863122,0.000170298,0.0001727743,0.0001559693,0.000129001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003488123,0.0004519372,0.03719069,0.001771743,0.00009457196,0.002036844,0.4542384,0.001485306,0.01759144,0.2409601,0.004325556,0.2395047],"study_design_scores_gemma":[0.0001052904,0.0004595485,0.04532126,0.001218119,0.0002029086,0.001845511,0.7327394,0.01980419,0.01015223,0.08945025,0.09854075,0.000160457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6641743,0.002790836,0.1981809,0.004471138,0.0001666587,0.001640529,0.0005691118,0.0002155136,0.127791],"genre_scores_gemma":[0.886431,0.002184114,0.09844147,0.0001877877,0.00007454508,0.0009558679,0.000194292,0.0000746286,0.01145633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007705419,"threshold_uncertainty_score":0.02577722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411919411","doi":"10.1108/arch-01-2025-0033","title":"Disgust sensitivity and perceptions of urban density and densification","year":2025,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Disgust; Sensitivity (control systems); Perception; Environmental science; Psychology; Materials science; Social psychology; Engineering; Neuroscience","authors":[{"name":"Michael Hooper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08011432500731605,"gpt":0.3802562865972158,"spread":0.3001419615898997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896896,0.0004954719,0.0003205289,0.0007970986,0.0006945847,0.001922124,0.0003113499,0.0005402252,0.004595606],"category_scores_gemma":[0.009008528,0.0002895289,0.0005082779,0.0003300165,0.002415712,0.0009647323,0.00134204,0.0009168434,0.0003062913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008700149,"about_ca_system_score_gemma":0.0003168091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971387,"about_ca_topic_score_gemma":0.002583947,"domain_scores_codex":[0.9985003,0.000654588,0.00008483718,0.0001729421,0.0004474754,0.0001398526],"domain_scores_gemma":[0.991994,0.003070745,0.003363162,0.000320714,0.0006738523,0.0005775637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00120464,0.0008175217,0.8464265,0.001610469,0.0003728171,0.001139486,0.07647339,0.00137939,0.0126256,0.004001134,0.001800709,0.05214841],"study_design_scores_gemma":[0.00001803822,0.0006121596,0.9412912,0.0002862862,0.0001102348,0.001103886,0.04770578,0.0009987777,0.001458399,0.002651754,0.003656085,0.0001074991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911726,0.0004167766,0.0009404327,0.0002018454,0.00002717665,0.0000277005,0.00004493252,0.000008512057,0.007160069],"genre_scores_gemma":[0.9987337,0.0001807386,0.0004388097,0.00008310192,0.00001025358,0.00001664337,0.00002312277,0.000003002048,0.0005106349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004595606,"threshold_uncertainty_score":0.01537383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}