{"meta":{"query_hash":"eb5f879c53c4","filters":{"venue":"International Journal of Sustainable Building Technology and Urban Development"},"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/eb5f879c53c4","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Sustainable+Building+Technology+and+Urban+Development"},"results":[{"id":"W1878330045","doi":"10.1080/2093761x.2015.1057875","title":"Beneath the smart city: dichotomy between sustainability and competitiveness","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Building Technology and Urban Development","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Smart city; Sustainability; Scope (computer science); Promotion (chess); Urban sustainability; Sustainable city; Business; Sustainable development; Quality (philosophy); Political science; Computer science; Internet of Things; Computer security; Politics","score_opus":0.012243423343735087,"score_gpt":0.23532685395404346,"score_spread":0.22308343061030836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1878330045","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":[0.32350966,0.015166287,0.038375035,0.039804615,0.00076126034,0.00010763421,0.00018290646,0.00016055784,0.581932],"genre_scores_gemma":[0.98627627,0.002764082,0.003480568,0.0014320546,0.00013234736,0.000036059813,0.000044805576,0.000032152067,0.0058016162],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99625945,0.0014851675,0.00014816117,0.00034606757,0.0012488796,0.00051220396],"domain_scores_gemma":[0.9981652,0.00073151983,0.0002866684,0.00009233313,0.00043950518,0.0002847825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325415,0.00033929886,0.0004931862,0.0022680245,0.0014142616,0.010605516,0.00054050155,0.0017403226,0.0029845864],"category_scores_gemma":[0.0040110205,0.00013440734,0.00041292192,0.0024103136,0.008762837,0.0074391174,0.0044179126,0.0019830745,0.00042004295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100335485,0.00003974327,0.011142202,0.00023188339,0.000026204445,0.00023091084,0.0075017842,0.0008010374,0.00099723,0.9205916,0.0033248877,0.055012185],"study_design_scores_gemma":[0.000030057141,0.00029515263,0.048978254,0.0011196125,0.00008099261,0.00082990865,0.057494882,0.003982823,0.0022145181,0.61858046,0.26625383,0.00013949524],"about_ca_topic_score_codex":0.0039239693,"about_ca_topic_score_gemma":0.0042020744,"teacher_disagreement_score":0.010605516,"about_ca_system_score_codex":0.0033821727,"about_ca_system_score_gemma":0.0029008759,"threshold_uncertainty_score":0.02453953},"labels":[],"label_agreement":null},{"id":"W1990432964","doi":"10.5390/susb.2011.2.2.118","title":"Biophilic City Design Principles Applied, Vancouver Style","year":2011,"lang":"en","type":"article","venue":"International Journal of Sustainable Building Technology and Urban Development","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bunge (Canada)","funders":"","keywords":"Style (visual arts); Design elements and principles; Architectural engineering; Urban design; Life style; Sustainable development; Geography; Sociology; Engineering; Urban planning; Civil engineering; Political science; Archaeology; Systems engineering; Demography; Law","score_opus":0.016990733004200866,"score_gpt":0.20136875128502735,"score_spread":0.18437801828082648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990432964","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":[0.0016816049,0.07014884,0.12492796,0.020803997,0.010713072,0.00033127688,0.0031959766,0.0020461597,0.7661511],"genre_scores_gemma":[0.0324528,0.045981716,0.06471168,0.0031893246,0.00084200775,0.00044912563,0.0021235477,0.0015299331,0.84871995],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986979,0.00019122557,0.00009192935,0.00010091988,0.000841748,0.00007629559],"domain_scores_gemma":[0.9985114,0.0001835918,0.000035995283,0.000080039885,0.0010699694,0.00011901934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011462342,0.0018182391,0.00052230497,0.0024738207,0.0050449665,0.006251429,0.001922243,0.0030924792,0.056366824],"category_scores_gemma":[0.002271011,0.0013463822,0.0006277816,0.004821517,0.0034125375,0.0023832538,0.0021692107,0.004239934,0.025742054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022509923,0.000020281906,0.00032355564,0.0003363705,0.000008571697,0.00013246595,0.00073149096,0.002013203,0.0005312253,0.07659785,0.8000641,0.119218364],"study_design_scores_gemma":[0.000003868934,0.0000089369,0.00036095947,0.00021319774,0.0000051666707,0.000102352045,0.00027686122,0.0004830245,0.00032108655,0.010161448,0.98804677,0.000016163078],"about_ca_topic_score_codex":0.2563272,"about_ca_topic_score_gemma":0.5634277,"teacher_disagreement_score":0.7436728,"about_ca_system_score_codex":0.008367153,"about_ca_system_score_gemma":0.0087182885,"threshold_uncertainty_score":0.50967044},"labels":[],"label_agreement":null},{"id":"W2286516379","doi":"10.1080/2093761x.2015.1092001","title":"The mechanical characteristics of on-site manufactured compressed earth blocks: the effects of water repellent and other additives","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Building Technology and Urban Development","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compressive strength; Composite material; Materials science; Absorption of water; Cement; Portland cement; Lime; Metakaolin; Water content; Moisture; Geotechnical engineering; Geology; Metallurgy","score_opus":0.006072851695831285,"score_gpt":0.201516016101383,"score_spread":0.19544316440555173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286516379","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":[0.99891996,0.00042599623,0.00020104376,0.000008333239,0.000006479822,0.00000935583,0.00007858757,0.000006098449,0.0003442453],"genre_scores_gemma":[0.9982498,0.00028084582,0.00046607968,0.00001317018,0.0000035712674,0.000007350302,0.00013459308,0.000007580784,0.0008369572],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997125,0.000041091585,0.000019326873,0.000032204927,0.00014648281,0.00004836968],"domain_scores_gemma":[0.99937576,0.00018009238,0.00016665197,0.00003757944,0.00014779704,0.00009208751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028588783,0.0004510902,0.00018133456,0.00037585976,0.00012798794,0.00015482712,0.00025630608,0.00029162213,0.0018290691],"category_scores_gemma":[0.0005621749,0.00023357662,0.0002492109,0.0002515151,0.00033771788,0.00020072973,0.00021395384,0.00037973138,0.00018854848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013993,0.000040349412,0.00091748306,0.000054486074,0.000008495149,0.00004523641,0.0000394992,0.00019136256,0.9969535,0.00001101165,0.000017936749,0.0015807818],"study_design_scores_gemma":[0.000011031711,0.0024086158,0.038541537,0.000011392419,0.000028918152,0.00015778713,0.00017112137,0.0010067303,0.95686233,0.000011266525,0.00077203265,0.000017185328],"about_ca_topic_score_codex":0.0014035392,"about_ca_topic_score_gemma":0.0031518452,"teacher_disagreement_score":0.0018290691,"about_ca_system_score_codex":0.00018473348,"about_ca_system_score_gemma":0.0001469065,"threshold_uncertainty_score":0.006118834},"labels":[],"label_agreement":null},{"id":"W2410323937","doi":"10.1080/2093761x.2016.1172279","title":"The adoption of green roofs for the retrofitting of existing buildings in the Mediterranean climate","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Building Technology and Urban Development","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Retrofitting; Environmental science; Natural ventilation; Air conditioning; Roof; Green roof; Urban heat island; Energy consumption; Peak demand; Occupancy; Ventilation (architecture); Architectural engineering; Thermal comfort; Environmental engineering; Electricity; Civil engineering; Meteorology; Engineering; Geography","score_opus":0.01320695173988723,"score_gpt":0.24298879321514938,"score_spread":0.22978184147526215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410323937","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":[0.98986924,0.000325977,0.0065926732,0.000039767037,0.000017692351,0.000041590847,0.000068069756,0.000069310976,0.0029757621],"genre_scores_gemma":[0.9925459,0.0001726253,0.0066131926,0.0000080879645,0.000004040187,0.000011823637,0.00004665283,0.000013893025,0.0005838399],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996216,0.00014298802,0.000014325164,0.00004640517,0.00012113001,0.00005352568],"domain_scores_gemma":[0.9997824,0.0000478385,0.00003389583,0.00005414467,0.00005692753,0.000024870793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007421634,0.0004249012,0.00028916114,0.00036035225,0.00031542635,0.00061925204,0.0004697792,0.00036388708,0.0009049519],"category_scores_gemma":[0.00045900414,0.00012857177,0.00043194124,0.0002830534,0.00033014076,0.00028492132,0.00040212146,0.00020216644,0.00021912028],"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":[0.001458944,0.00087277143,0.05848579,0.0012055353,0.00023985325,0.0025083255,0.002277529,0.14724533,0.41142797,0.004077423,0.0021858783,0.36801472],"study_design_scores_gemma":[0.00018983995,0.008080476,0.4419647,0.00036822958,0.0007006079,0.0031477322,0.0066499,0.14712508,0.321903,0.0036346696,0.06606389,0.00017200634],"about_ca_topic_score_codex":0.0016875805,"about_ca_topic_score_gemma":0.0066814837,"teacher_disagreement_score":0.0016875805,"about_ca_system_score_codex":0.00033214956,"about_ca_system_score_gemma":0.00025016337,"threshold_uncertainty_score":0.0039250255},"labels":[],"label_agreement":null}]}