{"meta":{"query_hash":"5240bf8df9ed","filters":{"venue":"Architecture and Planning Journal (APJ)"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5240bf8df9ed","api":"https://metacan.xera.ac/api/v1/cohort?venue=Architecture+and+Planning+Journal+%28APJ%29"},"results":[{"id":"W3033912053","doi":"10.54729/2789-8547.1033","title":"EMPLOYING SUSTAINABLE DEVELOPMENT CONCEPTS TO REVITALIZE THE HISTORIC URBAN QUARTER OF AL-MUIZZ STREET, CAIRO, EGYPT","year":2020,"lang":"en","type":"article","venue":"Architecture and Planning Journal (APJ)","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Urban planning; Sustainable development; Quarter (Canadian coin); Order (exchange); Environmental planning; Political science; Economic growth; Geography; Environmental ethics; Civil engineering; Business; Engineering; Law; Archaeology","score_opus":0.027669484728378692,"score_gpt":0.2521195282422547,"score_spread":0.224450043513876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033912053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5349492,0.011513165,0.010284571,0.01775834,0.0003115041,0.0004761422,0.0004883833,0.00018597026,0.4240327],"genre_scores_gemma":[0.9239425,0.004910872,0.010360293,0.000854087,0.000043864722,0.00012933827,0.00017934729,0.000036900023,0.059542872],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997414,0.00007809841,0.00001204722,0.000024017847,0.00006879972,0.00007575321],"domain_scores_gemma":[0.9998654,0.000023617384,0.000029833598,0.000011613532,0.000042707074,0.000026869233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005000796,0.00035694905,0.00013499109,0.00094494264,0.003979969,0.0034044888,0.000719783,0.0010529838,0.0076001743],"category_scores_gemma":[0.0003541729,0.0001501847,0.00020808457,0.0014609701,0.0033335863,0.0015399547,0.0025284644,0.0007630301,0.0007127662],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025492322,0.00025942113,0.03327571,0.0037242686,0.00008472149,0.011378115,0.16873062,0.005182523,0.016575733,0.3301849,0.043470632,0.38687846],"study_design_scores_gemma":[0.000018106475,0.000114770235,0.02894928,0.0007596184,0.000045498324,0.0021904744,0.18109898,0.00080655096,0.0041906605,0.011765177,0.77001834,0.000042600266],"about_ca_topic_score_codex":0.017057106,"about_ca_topic_score_gemma":0.072481036,"teacher_disagreement_score":0.017057106,"about_ca_system_score_codex":0.0061854282,"about_ca_system_score_gemma":0.0057776496,"threshold_uncertainty_score":0.044878602},"labels":[],"label_agreement":null},{"id":"W3106893321","doi":"10.54729/2789-8547.1046","title":"AL-DIRA’ TRADITIONAL QUARTER AS A GUIDE TO RESPONSIVE DEVELOPMENT","year":2020,"lang":"en","type":"article","venue":"Architecture and Planning Journal (APJ)","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Originality; Modernization theory; Vision; Quarter (Canadian coin); Documentation; Space (punctuation); Scale (ratio); Identity (music); Political science; Architectural engineering; Engineering; Geography; Sociology; Social science; Aesthetics; Cartography; Computer science; Qualitative research; Law; Art","score_opus":0.05422043640631377,"score_gpt":0.31115410552648826,"score_spread":0.25693366912017446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106893321","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022534125,0.11316857,0.08399169,0.24653003,0.013785577,0.0015088429,0.0016521044,0.0017347541,0.51509434],"genre_scores_gemma":[0.20175049,0.065332815,0.19732359,0.070397735,0.0032950104,0.003013823,0.0008637366,0.0014820301,0.45654082],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99801624,0.0014075631,0.000100171004,0.000117729236,0.00020327067,0.00015490719],"domain_scores_gemma":[0.997101,0.0019410574,0.00015536732,0.00012676769,0.00038908748,0.00028672212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032594027,0.00091522175,0.00036676487,0.0018042843,0.004284443,0.0045949235,0.0012495344,0.0026218786,0.015631266],"category_scores_gemma":[0.0033996126,0.00047314505,0.00023559833,0.0016561387,0.0052103,0.0036644533,0.003190332,0.005167716,0.0052461578],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005134446,0.0002403385,0.00095709204,0.0006627064,0.0000069688585,0.0008238128,0.09944908,0.00047645898,0.0014808096,0.20161001,0.55929303,0.13494839],"study_design_scores_gemma":[0.0000032754458,0.000014265972,0.00021778054,0.00017598938,5.314209e-7,0.00023316317,0.008515849,0.00008094673,0.000080668,0.0064137736,0.9842584,0.0000052636306],"about_ca_topic_score_codex":0.0122040035,"about_ca_topic_score_gemma":0.036292642,"teacher_disagreement_score":0.015631266,"about_ca_system_score_codex":0.0045493455,"about_ca_system_score_gemma":0.004163806,"threshold_uncertainty_score":0.05229175},"labels":[],"label_agreement":null},{"id":"W3153534343","doi":"10.54729/2789-8547.1139","title":"IMPACT OF URBAN CITY SPRAWL ON THE IDENTITY OF SUBURBS AND RURAL AREAS","year":2021,"lang":"en","type":"article","venue":"Architecture and Planning Journal (APJ)","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Urban sprawl; Rural area; Politics; Geography; Population; Economic growth; Urban planning; Urban climate; Real estate; Environmental planning; Economic geography; Urbanization; Development economics; Business; Political science; Economics; Sociology; Civil engineering; Law","score_opus":0.019549099787850282,"score_gpt":0.31976947055347854,"score_spread":0.30022037076562824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153534343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789464,0.00037319932,0.0001797447,0.0008705031,0.000043431606,0.000020183941,0.00010944653,0.000010459753,0.019446708],"genre_scores_gemma":[0.9983133,0.00011833979,0.000067865636,0.000038772072,0.000007009352,0.0000042369893,0.00004190054,0.000003517844,0.001405141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987417,0.000449119,0.000039536622,0.00010494407,0.00031550924,0.0003491856],"domain_scores_gemma":[0.99825436,0.00018984624,0.00046645218,0.0001069111,0.00039493202,0.0005873812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059525185,0.00022059312,0.00026026013,0.0007320756,0.0017885836,0.002806541,0.000437515,0.00035189925,0.007227914],"category_scores_gemma":[0.002553379,0.00011182527,0.0005000019,0.0007694003,0.0015816581,0.0009890104,0.0032535705,0.0008168953,0.00056451786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048439216,0.0007423286,0.8280931,0.0002291889,0.0002391589,0.0025026044,0.044523023,0.0010299815,0.0015049718,0.0132693155,0.0062469062,0.10113501],"study_design_scores_gemma":[0.00001306594,0.00021504254,0.8697144,0.00013968191,0.000082744984,0.00056085293,0.106346935,0.0006944664,0.0005851307,0.0019862063,0.019630183,0.00003131141],"about_ca_topic_score_codex":0.016629944,"about_ca_topic_score_gemma":0.035282683,"teacher_disagreement_score":0.016629944,"about_ca_system_score_codex":0.0015167486,"about_ca_system_score_gemma":0.0015171039,"threshold_uncertainty_score":0.033066273},"labels":[],"label_agreement":null},{"id":"W4377982347","doi":"10.54729/2789-8547.1227","title":"DEVELOPING A DESIGN FRAMEWORK FOR THE MASS CUSTOMISATION OF HOUSING IN SAUDI ARABIA - A CRITICAL REVIEW","year":2023,"lang":"en","type":"review","venue":"Architecture and Planning Journal (APJ)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"McGill University; Harvard Business School","keywords":"Workflow; Context (archaeology); Scopus; Engineering; Computer science; Chart; Engineering management; Systems engineering; Geography; Database; Political science; MEDLINE; Mathematics","score_opus":0.10596800390616039,"score_gpt":0.35072175881983814,"score_spread":0.24475375491367773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377982347","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011117251,0.98732984,0.003387356,0.0033486346,0.00048453631,0.000301129,0.000091578186,0.000017863154,0.0039273715],"genre_scores_gemma":[0.018353036,0.964887,0.01388194,0.0012109099,0.00018250712,0.00036682343,0.00013614925,0.000009066482,0.0009725649],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620664,0.0015042132,0.0008103138,0.00027612294,0.0010433053,0.00015948266],"domain_scores_gemma":[0.9894581,0.0062626023,0.0010753927,0.00017664547,0.0028821367,0.000145085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011425952,0.001302034,0.00144013,0.015457942,0.0010744311,0.004907508,0.0017832376,0.0020080388,0.0026892652],"category_scores_gemma":[0.0131409895,0.0005497841,0.0014402748,0.009502524,0.0016724588,0.005035891,0.0020984835,0.0015873308,0.0005820231],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006840225,0.00007474014,0.001275292,0.19606255,0.00044692034,0.0007402317,0.004162922,0.001936547,0.0015454672,0.077696264,0.015269895,0.7007208],"study_design_scores_gemma":[0.000030569372,0.00020181712,0.002902541,0.2035015,0.0013125881,0.0011662288,0.0059227226,0.0008803769,0.0011073827,0.0144939115,0.76839244,0.00008789948],"about_ca_topic_score_codex":0.008848869,"about_ca_topic_score_gemma":0.019113436,"teacher_disagreement_score":0.015457942,"about_ca_system_score_codex":0.0062733795,"about_ca_system_score_gemma":0.020715024,"threshold_uncertainty_score":0.06042695},"labels":[],"label_agreement":null},{"id":"W4409091145","doi":"10.54729/2789-8547.1258","title":"EDUCATIONAL MIXED-USE BUILDING DESIGN AND ITS CONNECTIONS TO COMMUNITY ENGAGEMENT","year":2025,"lang":"en","type":"article","venue":"Architecture and Planning Journal (APJ)","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Architectural engineering; Community engagement; Community design; Sociology; Computer science; Mathematics education; Psychology; Public relations; Engineering; Political science","score_opus":0.08347220287987232,"score_gpt":0.3811187578060834,"score_spread":0.29764655492621106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409091145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83356094,0.0015888757,0.08187326,0.0016874023,0.0001335044,0.0005768095,0.00021396234,0.00023478645,0.08013045],"genre_scores_gemma":[0.9785444,0.00023396123,0.018180948,0.000063604195,0.00000961273,0.00019091625,0.000038484413,0.000023094557,0.0027149557],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99762744,0.0016309195,0.00006282698,0.00011428693,0.00036333856,0.00020123087],"domain_scores_gemma":[0.99812454,0.00082536397,0.00018639327,0.0002537038,0.00030007062,0.00030982483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019904654,0.00039113464,0.0002155635,0.00090629543,0.0013708965,0.0025827694,0.0008445454,0.0005175484,0.0049522254],"category_scores_gemma":[0.0031463082,0.00019791379,0.0003860958,0.00065622805,0.0011355419,0.0011368868,0.0029914365,0.000434529,0.0003965737],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007747864,0.0032499589,0.14056806,0.002719213,0.00026481625,0.0014426612,0.062754124,0.011544013,0.013219349,0.08736592,0.0068041775,0.669293],"study_design_scores_gemma":[0.00027377886,0.0073464033,0.27798563,0.0025858174,0.00054624,0.0040783263,0.16291845,0.038998347,0.018570732,0.09567629,0.3906597,0.00036037609],"about_ca_topic_score_codex":0.0014924791,"about_ca_topic_score_gemma":0.0057550054,"teacher_disagreement_score":0.0049522254,"about_ca_system_score_codex":0.0009181193,"about_ca_system_score_gemma":0.0007956086,"threshold_uncertainty_score":0.016566813},"labels":[],"label_agreement":null}]}