{"meta":{"query_hash":"679ee513c131","filters":{"venue":"Journal of Research in Architecture & Planning"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/679ee513c131","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Research+in+Architecture+%26+Planning"},"results":[{"id":"W3194333697","doi":"10.53700/jrap2922020_1","title":"EVALUATING VILLAGERS' LIFE SATISFACTION IN RESETTLEMENT COMMUNITY: A PILOT STUDY OF SUBURBAN NANJING, CHINA","year":2020,"lang":"en","type":"article","venue":"Journal of Research in Architecture & Planning","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Life satisfaction; China; Expropriation; Social security; Socioeconomics; Government (linguistics); Economic growth; Political science; Sociology; Psychology; Social psychology; Economics","score_opus":0.41058673284685737,"score_gpt":0.5716788894599716,"score_spread":0.1610921566131142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194333697","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":[0.99987805,0.0000054242964,0.000013175555,0.000005619372,4.3094735e-7,0.000015169065,0.000011701841,4.1650353e-7,0.000069998314],"genre_scores_gemma":[0.99939835,0.000026850561,0.00008142518,0.000017933555,0.0000015989461,0.000053809366,0.000074150994,7.451549e-7,0.00034519195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996282,0.00014518987,0.000025997668,0.00004578787,0.00005613103,0.000098678225],"domain_scores_gemma":[0.9993293,0.00007072113,0.000117899304,0.000050129376,0.00015595557,0.00027591677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130275,0.00038639997,0.0003371281,0.0008712382,0.001793477,0.00046866882,0.00035265455,0.0003179665,0.001220486],"category_scores_gemma":[0.0011067726,0.00023059025,0.00039066028,0.0007353833,0.0006849915,0.00036100813,0.00070485054,0.00040174407,0.00020915434],"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":[0.00013760953,0.0010135935,0.9354777,0.00005268815,0.000025771526,0.000564365,0.05053446,0.00007769209,0.0026026634,0.000050375784,0.00018597078,0.009277064],"study_design_scores_gemma":[0.000017978191,0.001168,0.9500829,0.000008498195,0.000013039869,0.00011008462,0.04777911,0.0001075255,0.00023179127,0.000013631108,0.00045793373,0.000009524018],"about_ca_topic_score_codex":0.04652162,"about_ca_topic_score_gemma":0.10436401,"teacher_disagreement_score":0.04652162,"about_ca_system_score_codex":0.001047156,"about_ca_system_score_gemma":0.0014512119,"threshold_uncertainty_score":0.09250164},"labels":[],"label_agreement":null},{"id":"W3197646640","doi":"10.53700/jrap1812015_1","title":"INTERROGATING CONCEPTIONS OF ‘MODERNITY’ AND ‘TRADITION’ IN THE PRODUCTION OF THE BUILT ENVIRONMENT IN SOUTH ASIA•","year":2015,"lang":"en","type":"article","venue":"Journal of Research in Architecture & Planning","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"John Abbott College","funders":"","keywords":"Modernity; Colonialism; Nationalism; Historiography; Narrative; Legitimacy; Aesthetics; Context (archaeology); History; Trope (literature); Sociology; Political science; Literature; Philosophy; Art; Law; Archaeology; Politics","score_opus":0.11443966084846405,"score_gpt":0.38292336187187875,"score_spread":0.2684837010234147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197646640","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":[0.76539415,0.004567,0.0031402153,0.014904551,0.00008323968,0.000023632643,0.000022491793,0.000008292912,0.21185642],"genre_scores_gemma":[0.9973345,0.00072825345,0.00017982192,0.00018824231,0.000017899065,0.000010779451,0.000004101662,0.000004130025,0.0015322772],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99844474,0.0010464124,0.000046369943,0.00008988696,0.00018350269,0.00018901523],"domain_scores_gemma":[0.9964966,0.0023172917,0.0005052284,0.00020654168,0.00026301396,0.00021131671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003957213,0.00030585035,0.0002471596,0.0014668789,0.0059116906,0.008520196,0.0008699342,0.0014860994,0.0028541202],"category_scores_gemma":[0.0032981655,0.0002907956,0.00024097395,0.0018381043,0.034207202,0.007224841,0.0083088605,0.0027112064,0.00013898226],"study_design_candidate":"theoretical_or_conceptual","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":[0.000014157328,0.000015811349,0.004313155,0.000094895964,0.0000063867847,0.00040755965,0.67273366,0.00012496677,0.00038163867,0.31768003,0.00027897433,0.0039487253],"study_design_scores_gemma":[0.000009996836,0.00004794186,0.011591994,0.00052836124,0.000019519988,0.0005187344,0.8146916,0.0005657329,0.00032985723,0.119722225,0.05194631,0.000027744025],"about_ca_topic_score_codex":0.011025415,"about_ca_topic_score_gemma":0.017772771,"teacher_disagreement_score":0.011025415,"about_ca_system_score_codex":0.006336081,"about_ca_system_score_gemma":0.00340511,"threshold_uncertainty_score":0.04597169},"labels":[],"label_agreement":null},{"id":"W4206617175","doi":"10.53700/jrap1322012_2","title":"THE BRITISH VISION OF LAHORE: AN EXAMINATION OF CONCEPTS OF ARCHITECTURE AND URBAN DESIGN THROUGH LITERARY SOURCES","year":2012,"lang":"en","type":"article","venue":"Journal of Research in Architecture & Planning","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":"Architecture; Scholarship; Urban design; Colonialism; Quarter (Canadian coin); Government (linguistics); Period (music); Urban planning; Variety (cybernetics); History; Architectural engineering; Civil engineering; Engineering; Computer science; Archaeology; Aesthetics; Law; Political science; Art; Artificial intelligence; Linguistics","score_opus":0.08957971339793945,"score_gpt":0.41391047354265015,"score_spread":0.3243307601447107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206617175","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":[0.2022973,0.08682524,0.0020789946,0.025958924,0.0007603316,0.000036538364,0.00014262342,0.000058783877,0.6818413],"genre_scores_gemma":[0.9371668,0.027153237,0.0010384283,0.0010395003,0.00015146284,0.000028016313,0.000059777085,0.000051551466,0.033311218],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99852943,0.0007852236,0.000049305076,0.00006837588,0.00038373042,0.00018384619],"domain_scores_gemma":[0.9981596,0.0012238893,0.00011822243,0.000057162146,0.00034122454,0.00009988098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013646862,0.00036234767,0.00025566446,0.0034938015,0.0094609335,0.008918256,0.00047126014,0.0009211786,0.002982856],"category_scores_gemma":[0.002329044,0.00026792104,0.00009088686,0.00572335,0.013314714,0.0024445262,0.0017541043,0.0018240997,0.00035878265],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032179323,0.000018724728,0.0014795783,0.00042165426,0.000007469778,0.0010020322,0.65170383,0.00012504355,0.0005018958,0.2773683,0.024295991,0.043043315],"study_design_scores_gemma":[0.0000044334092,0.00001558145,0.005028629,0.0007861753,0.000006929489,0.0004920963,0.2130878,0.000118983386,0.00015157677,0.007475339,0.77281237,0.000019993358],"about_ca_topic_score_codex":0.15853004,"about_ca_topic_score_gemma":0.32718447,"teacher_disagreement_score":0.15853004,"about_ca_system_score_codex":0.014445061,"about_ca_system_score_gemma":0.005228693,"threshold_uncertainty_score":0.31521463},"labels":[],"label_agreement":null},{"id":"W4206628948","doi":"10.53700/jrap1212012_1","title":"NED CITY CAMPUS RESTORATION SETTING BENCHMARKS FOR CONSERVATION PRACTICES","year":2012,"lang":"en","type":"article","venue":"Journal of Research in Architecture & Planning","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Abandonment (legal); University campus; Environmental planning; Architectural engineering; Sustainability; Civil engineering; Engineering; Business; Political science; Geography","score_opus":0.31277427304375094,"score_gpt":0.41634766769752984,"score_spread":0.1035733946537789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206628948","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":[0.69613,0.0008552966,0.012338833,0.0023257732,0.00020348796,0.0018948949,0.00094886194,0.00046987575,0.28483304],"genre_scores_gemma":[0.95655274,0.0003568378,0.023681926,0.0001575474,0.000015084396,0.0008145535,0.0011111315,0.00008842313,0.017221732],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9905161,0.0034910447,0.00040278072,0.00061884284,0.0037161836,0.0012550101],"domain_scores_gemma":[0.9926778,0.000758656,0.000587105,0.0008224882,0.0035899058,0.0015640635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069483705,0.00032242728,0.0004951592,0.0019513597,0.0048004286,0.006465658,0.002347841,0.0009071023,0.0068482743],"category_scores_gemma":[0.011856908,0.00024554686,0.00027132864,0.002165797,0.0023133878,0.0019329644,0.006665063,0.0010820688,0.0013259497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011707674,0.0033077744,0.17102867,0.0014195172,0.000075105854,0.0015919202,0.07403277,0.014952706,0.0101766605,0.07189099,0.06376277,0.58659035],"study_design_scores_gemma":[0.000060762646,0.0017717542,0.33711556,0.00093564996,0.00004347574,0.00047707427,0.22781971,0.005143884,0.01111513,0.011100946,0.40422803,0.0001880533],"about_ca_topic_score_codex":0.04252329,"about_ca_topic_score_gemma":0.114504114,"teacher_disagreement_score":0.04252329,"about_ca_system_score_codex":0.010269566,"about_ca_system_score_gemma":0.015984662,"threshold_uncertainty_score":0.08455157},"labels":[],"label_agreement":null}]}