{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"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":"20bc24ff1466","filters":{"topic":"Building energy efficiency and sustainability"}},"results":[{"id":"W3097121933","doi":"10.35784/bud-arch.2336","title":"Problems of revitalization of residential quarters of prefabricated buildings on the basis of Stanislaw Moniuszko quarter in Lublin","year":2009,"lang":"en","type":"article","venue":"Budownictwo i Architektura","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":3,"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); Architectural engineering; Precast concrete; Housing estate; Estate; Stock (firearms); Engineering; Civil engineering; Computer science; Business; Geography; Finance; Archaeology; Mechanical engineering","authors":[{"name":"A. Ostańska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007214994975490804,"gpt":0.207762486742397,"spread":0.2005474917669062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009465948,0.0002366176,0.0003833852,0.0006795021,0.001204238,0.001684576,0.0009076245,0.0006631829,0.003898737],"category_scores_gemma":[0.001688774,0.0002120452,0.0005058937,0.0006130554,0.001068958,0.001138625,0.001829098,0.0006992919,0.000297012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271266,"about_ca_system_score_gemma":0.0008486455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005417766,"about_ca_topic_score_gemma":0.005434137,"domain_scores_codex":[0.9996152,0.00008971897,0.00003243189,0.00006073991,0.00007104371,0.0001308658],"domain_scores_gemma":[0.9997109,0.00007533642,0.00005191631,0.00005220612,0.00006709961,0.00004252301],"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":[0.001082299,0.0003161083,0.03693513,0.0003915616,0.00005880433,0.004751242,0.005952849,0.1541829,0.009677289,0.4611338,0.007435039,0.318083],"study_design_scores_gemma":[0.0001503809,0.000587596,0.05732884,0.0004359614,0.0001559188,0.003542728,0.02984113,0.4220798,0.03322056,0.2820132,0.1704792,0.0001646052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371586,0.000871985,0.03395972,0.001336965,0.00006933726,0.0001113169,0.00008091271,0.0001567119,0.02625441],"genre_scores_gemma":[0.9728504,0.0003531499,0.01249381,0.00003142923,0.000008311097,0.00003296109,0.00009838185,0.00003883225,0.01409265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005417766,"threshold_uncertainty_score":0.01304257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322711969","doi":"10.47050/jows.2022.4.9-15","title":"Inkluzja: obecność, uczestnictwo, dostępność","year":2022,"lang":"pl","type":"article","venue":"Języki Obce w Szkole","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.003768936533350108,"gpt":0.1746551655378452,"spread":0.1708862290044951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007857415,0.000289628,0.0002551431,0.001655941,0.002020987,0.006017997,0.0004113675,0.001042449,0.02261579],"category_scores_gemma":[0.002853531,0.0001258405,0.000165129,0.001525534,0.004370376,0.003944539,0.003636522,0.001906692,0.004431142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218487,"about_ca_system_score_gemma":0.001452074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002424419,"about_ca_topic_score_gemma":0.004320811,"domain_scores_codex":[0.999138,0.0002281142,0.00006518108,0.000117716,0.0003328094,0.0001182483],"domain_scores_gemma":[0.9993217,0.0002142441,0.000148485,0.00005968359,0.0001482512,0.0001077848],"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":[0.0001896715,0.0002024586,0.009727542,0.00156524,0.00002696657,0.002893732,0.02919454,0.000164121,0.002888192,0.1345003,0.08562336,0.7330239],"study_design_scores_gemma":[0.00001284241,0.00004785891,0.01020978,0.001539497,0.00002665656,0.003247624,0.02747941,0.0000924503,0.001050902,0.03035025,0.9259124,0.00003023036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1925052,0.1315825,0.01072808,0.1396262,0.01486024,0.0001876895,0.0008333616,0.0004119114,0.5092648],"genre_scores_gemma":[0.7297881,0.0905134,0.005001429,0.01633945,0.003012376,0.0002048194,0.000314093,0.0001933901,0.1546329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02261579,"threshold_uncertainty_score":0.07565737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286380869","doi":"10.26868/25222708.2021.30643","title":"Effect of selected passive cooling measures on overheating in residential buildings in Canada","year":2021,"lang":"en","type":"article","venue":"Building Simulation Conference proceedings","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Overheating (electricity); Passive cooling; Environmental science; Architectural engineering; Nuclear engineering; Meteorology; Engineering; Electrical engineering; Thermal; Geography","authors":[{"name":"Michal Bartko","is_ca":false},{"name":"Abdelaziz Laouadi","is_ca":false},{"name":"Michael Lacasse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007033057986115298,"gpt":0.2347196150058954,"spread":0.2276865570197801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000347557,0.0002659989,0.0004558809,0.0002898241,0.001169103,0.001098046,0.0009751688,0.0003603559,0.002435332],"category_scores_gemma":[0.001529719,0.000205117,0.0003798869,0.0004873758,0.0005471073,0.0002540176,0.000374404,0.0003909475,0.0001119121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01993937,"about_ca_system_score_gemma":0.01454654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802146,"about_ca_topic_score_gemma":0.9897405,"domain_scores_codex":[0.9996678,0.00004986822,0.00001112454,0.00004078308,0.00009257281,0.0001379189],"domain_scores_gemma":[0.9991398,0.0002294503,0.000036521,0.00002198512,0.0004461909,0.0001260386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01064711,0.002824587,0.426968,0.0005800291,0.0003852843,0.0005480058,0.003798879,0.4252986,0.03330736,0.002957667,0.006625198,0.08605931],"study_design_scores_gemma":[0.0002112692,0.001088394,0.8731335,0.00005348654,0.0001964415,0.0000471959,0.005250659,0.101535,0.01342709,0.0002994784,0.004670358,0.00008702828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980599,0.00003893346,0.00009603795,0.00003532752,0.00000403122,0.00001159778,0.0001920368,0.00001277933,0.001549364],"genre_scores_gemma":[0.9984264,0.00004004443,0.00009274469,0.000006989559,5.947002e-7,0.000004890026,0.0001134757,0.000003961983,0.001310735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993937,"threshold_uncertainty_score":0.144671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039050392","doi":"","title":"Oszczędność energii przez optymalizację izolacji rur w instalacjach klimatyzacyjnych i chłodniczych","year":2010,"lang":"pl","type":"article","venue":"Chłodnictwo : organ Naczelnej Organizacji Technicznej","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Armacell (Canada)","funders":"","keywords":"Physics","authors":[{"name":"J. Chmielarski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001723958889168863,"gpt":0.185767853255184,"spread":0.1840438943660151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004490534,0.0005091357,0.0006237698,0.001248296,0.0005359113,0.004397281,0.000618251,0.0005195465,0.0105578],"category_scores_gemma":[0.0007749478,0.0002796212,0.0004013987,0.001138449,0.0008442384,0.002181958,0.0013907,0.0009723554,0.00200659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000562162,"about_ca_system_score_gemma":0.0006501126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006014013,"about_ca_topic_score_gemma":0.0008045872,"domain_scores_codex":[0.9993267,0.00008889008,0.00004003947,0.0001528407,0.0002841327,0.0001074595],"domain_scores_gemma":[0.9996953,0.00006141944,0.00004448435,0.0000653786,0.0001077288,0.00002575495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007388789,0.00043998,0.01338971,0.001387889,0.0002353763,0.000923536,0.001872003,0.0266322,0.1706613,0.3436673,0.005686514,0.4343652],"study_design_scores_gemma":[0.0001370005,0.000652239,0.06838551,0.0004270111,0.0006547016,0.002475723,0.005573831,0.0721158,0.3096942,0.2636646,0.275911,0.0003083953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4991424,0.005984972,0.2866251,0.002372546,0.0007263853,0.0001901232,0.0005215179,0.001485319,0.2029516],"genre_scores_gemma":[0.929969,0.002561356,0.02792261,0.0001435556,0.0001315013,0.000117118,0.0002287659,0.0003953266,0.03853077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105578,"threshold_uncertainty_score":0.03531939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311557941","doi":"10.1163/9789004322714_cclc_2021-0072-284","title":"Five Key Takeaways from Toronto's Net-Zero Existing Buildings Strategy","year":2022,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Key (lock); Zero (linguistics); Net (polyhedron); Computer science; Architectural engineering; Mathematics; Engineering; Computer security; Geometry; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03284981487397529,"gpt":0.2520232768837199,"spread":0.2191734620097446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009331209,0.001391533,0.0007724841,0.003909348,0.001095666,0.00242302,0.00172468,0.001721687,0.02866742],"category_scores_gemma":[0.007333278,0.0005528977,0.001033809,0.009105382,0.0004672766,0.0009043696,0.001730906,0.001777543,0.02204137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006509004,"about_ca_system_score_gemma":0.007979773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6947234,"about_ca_topic_score_gemma":0.8733398,"domain_scores_codex":[0.998881,0.0001365113,0.00008024817,0.0001893337,0.0004271981,0.0002855633],"domain_scores_gemma":[0.9960673,0.0007699305,0.000352882,0.0005795595,0.001653306,0.0005769879],"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":[0.00005718329,0.00001183312,0.002754934,0.0004028244,0.00002827465,0.00002324598,0.00005831724,0.0004508737,0.00004055513,0.0006957713,0.9933467,0.00212954],"study_design_scores_gemma":[0.0001414769,0.00001729791,0.04329988,0.0006131603,0.00006559578,0.00003166305,0.0006005801,0.001063921,0.0002606935,0.0008351356,0.9530289,0.00004177725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006898658,0.0002142308,0.00003974749,0.0002094318,0.00003632882,0.0000109535,0.9970986,0.00008762566,0.001613311],"genre_scores_gemma":[0.0023061,0.0001828112,0.0001354816,0.00007151367,0.00001142464,0.00004238678,0.995335,0.00003852178,0.0018768],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3052766,"threshold_uncertainty_score":0.6141489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976198202","doi":"10.1051/e3sconf/201911600088","title":"Environmental and social effects of the change of heat sources on the example of a selected quarter of tenement houses in Wroclaw","year":2019,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":1,"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); Consumption (sociology); Pollutant; Energy consumption; Natural resource economics; Environmental science; Economy; Business; Environmental engineering; Environmental protection; Engineering; Economics; Geography; Archaeology; Sociology","authors":[{"name":"Małgorzata Szulgowska–Zgrzywa","is_ca":false},{"name":"Magdalena Baborska-Narożny","is_ca":false},{"name":"Krzysztof Piechurski","is_ca":false},{"name":"Ewelina Stefanowicz","is_ca":false},{"name":"Agnieszka Chmielewska","is_ca":false},{"name":"Natalia Fidorόw-Kaprawy","is_ca":false},{"name":"Marta Laska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008724423138515373,"gpt":0.1798382434677273,"spread":0.1711138203292119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002055232,0.0002184186,0.0002749497,0.0003483431,0.001720385,0.001090444,0.0003912385,0.0003563431,0.00216854],"category_scores_gemma":[0.0003454932,0.0001348011,0.0003566689,0.0008156706,0.000915736,0.000380658,0.001121624,0.0005360835,0.0001387312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003289558,"about_ca_system_score_gemma":0.0005080565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2006495,"about_ca_topic_score_gemma":0.3247379,"domain_scores_codex":[0.9996974,0.0001300872,0.000006033254,0.00002293214,0.00002786238,0.000115638],"domain_scores_gemma":[0.9998626,0.00003337252,0.00002503907,0.000009483399,0.0000290156,0.00004063278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005272147,0.001878133,0.4570093,0.0008731383,0.0009343291,0.06876379,0.219238,0.04829946,0.04779959,0.03373265,0.01816995,0.09802948],"study_design_scores_gemma":[0.000060079,0.0005570297,0.747925,0.00007855973,0.0001504348,0.001737494,0.2084939,0.007204562,0.003815868,0.001361757,0.02854001,0.00007537377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969594,0.00005166014,0.00005318044,0.0002094266,0.000005049355,0.000004952451,0.00008389524,0.000003789239,0.002628729],"genre_scores_gemma":[0.9985968,0.00008416929,0.00005931449,0.00001483236,0.000001644946,0.000002703892,0.00003739085,0.000002866305,0.001200327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2006495,"threshold_uncertainty_score":0.3989632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1123217933","doi":"","title":"Laboratorium zrównoważenia – modelowy budynek uniwersytecki w Vancouver","year":2013,"lang":"pl","type":"article","venue":"Architectus","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography","authors":[{"name":"Anna Bać","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002539151579390754,"gpt":0.1644090643087356,"spread":0.1618699127293449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001248563,0.001032397,0.0009224469,0.001293126,0.001476607,0.005441115,0.00139989,0.0009902461,0.03830402],"category_scores_gemma":[0.001826248,0.0007647367,0.0004618074,0.001528498,0.0007622583,0.00163647,0.002062262,0.001782726,0.01239154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005145114,"about_ca_system_score_gemma":0.007454544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2116909,"about_ca_topic_score_gemma":0.2533194,"domain_scores_codex":[0.9985819,0.0001980464,0.00003992835,0.0002838161,0.0006962623,0.0002001584],"domain_scores_gemma":[0.9988248,0.0002273339,0.00005212628,0.0001840399,0.0004838993,0.0002278351],"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":[0.0006795784,0.0002843843,0.007577678,0.001152463,0.0001239241,0.0007615832,0.001339674,0.03614238,0.01894392,0.1506749,0.2482345,0.534085],"study_design_scores_gemma":[0.0000846823,0.00009172683,0.007496125,0.0002471471,0.00005231165,0.0003239651,0.0007355796,0.03459046,0.01562889,0.01293799,0.9277076,0.0001036116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1166984,0.02515653,0.2358758,0.01149037,0.003847342,0.0006488075,0.01760246,0.008129923,0.5805503],"genre_scores_gemma":[0.3017519,0.01060706,0.09412409,0.0002879904,0.000149707,0.0003477256,0.006777076,0.00438641,0.5815681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7883091,"threshold_uncertainty_score":0.4209175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010742671","doi":"10.18280/ijdne.150111","title":"Sustainability in Architecture of Zbigniew Abrahamowicz","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Architecture; Sustainability; Engineering; Computer science; Architectural engineering; Geography; Ecology; Biology","authors":[{"name":"Tomasz Sachanowicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005709448155400389,"gpt":0.2309987756604558,"spread":0.2252893275050554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003959311,0.0004724086,0.0002269603,0.001006793,0.002410508,0.003410402,0.0003023239,0.0005319085,0.002598511],"category_scores_gemma":[0.0005791117,0.0003257425,0.0001892931,0.001253761,0.004094602,0.001699707,0.002405453,0.001223205,0.0004560461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002632164,"about_ca_system_score_gemma":0.0009811621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006640424,"about_ca_topic_score_gemma":0.01260509,"domain_scores_codex":[0.999513,0.0001625265,0.00001513511,0.00009913903,0.0001454563,0.00006463515],"domain_scores_gemma":[0.9999176,0.00001980874,0.00001547305,0.00001152474,0.00001595292,0.00001961787],"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":[0.0002247266,0.00008739208,0.008089812,0.0008061927,0.0000392369,0.002896786,0.1295054,0.002469767,0.009961719,0.5637811,0.04435074,0.2377872],"study_design_scores_gemma":[0.000005610633,0.00003920996,0.01137272,0.0002784374,0.00001278397,0.001223475,0.01072089,0.0002306175,0.001318503,0.04213489,0.9326414,0.00002133253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5153654,0.08262292,0.01385943,0.0283799,0.001410458,0.0001214104,0.0002180907,0.0002425503,0.3577799],"genre_scores_gemma":[0.9255059,0.01356629,0.003638362,0.00072251,0.000162437,0.00004064785,0.00007552879,0.0001484598,0.05613989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006640424,"threshold_uncertainty_score":0.01909781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000293520","doi":"","title":"Examen public pour le Code national de l'énergie pour les bâtiments de 2011","year":2010,"lang":"fr","type":"article","venue":"NPARC","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Code (set theory); Energy (signal processing); Public policy; Field (mathematics); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01951182373428486,"gpt":0.2495004319917153,"spread":0.2299886082574304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006146277,0.0008638197,0.0009870317,0.004305696,0.002997333,0.005229792,0.001887072,0.006802478,0.07308209],"category_scores_gemma":[0.01993803,0.0008380597,0.0009553818,0.003699645,0.001145903,0.003088345,0.002259942,0.005083031,0.02372127],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008838904,"about_ca_system_score_gemma":0.02386287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1589845,"about_ca_topic_score_gemma":0.1538295,"domain_scores_codex":[0.9894031,0.001062553,0.0007537982,0.0004552486,0.007179043,0.001146299],"domain_scores_gemma":[0.9883885,0.002449262,0.0006159273,0.0005164471,0.007717216,0.0003127673],"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":[0.00008162296,0.00005738546,0.0003718544,0.0005126132,0.00000884909,0.00008251181,0.0002908288,0.0001167272,0.0005882281,0.01744587,0.9566785,0.02376496],"study_design_scores_gemma":[0.00001601549,0.000008823013,0.003433334,0.0004293592,0.000009049298,0.00002351435,0.000164858,0.00004496345,0.0003612121,0.0006691822,0.9948199,0.0000197509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006524584,0.02857479,0.007089783,0.06168708,0.02989948,0.002509275,0.05645201,0.001213728,0.8060492],"genre_scores_gemma":[0.01798485,0.008967352,0.005469984,0.01909975,0.001494157,0.002808829,0.0176709,0.0006453356,0.9258587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9911611,"threshold_uncertainty_score":0.3161182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987221960","doi":"","title":"Special changes to the National Building Code approved by the Commission","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Commission; Code (set theory); Building code; Code of practice; Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01528851702956055,"gpt":0.2437951696371435,"spread":0.228506652607583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007931181,0.0008962708,0.001383908,0.002557901,0.006564583,0.006816607,0.002596713,0.01067901,0.0314762],"category_scores_gemma":[0.03848191,0.001447628,0.001619381,0.002503068,0.002260152,0.002231101,0.001825433,0.01170428,0.02756321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01300796,"about_ca_system_score_gemma":0.03656238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2386137,"about_ca_topic_score_gemma":0.2789322,"domain_scores_codex":[0.9801083,0.002529367,0.002012358,0.001408793,0.0111298,0.002811417],"domain_scores_gemma":[0.9601017,0.004759846,0.001398568,0.004738984,0.02773238,0.001268506],"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":[0.0001098015,0.0000982349,0.001008459,0.0001390346,0.00001674253,0.0001282953,0.0005666681,0.0002993615,0.002289921,0.03839299,0.9322274,0.02472317],"study_design_scores_gemma":[0.00001676763,0.00002453498,0.004127903,0.0001221843,0.00001215667,0.00006504736,0.0001802636,0.0001658719,0.0006682785,0.001473813,0.993094,0.00004921842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01967573,0.005960199,0.02442588,0.06472188,0.07489227,0.003014567,0.01826563,0.008052396,0.7809914],"genre_scores_gemma":[0.039357,0.001590247,0.01908307,0.03616207,0.002735019,0.001889675,0.007343363,0.002283039,0.8895565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2386137,"threshold_uncertainty_score":0.4744496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7002356628","doi":"","title":"New residential care classification created in building and fire codes","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Confidentiality; Key (lock); Building code; Fire safety","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005928459455866437,"gpt":0.2262550975156745,"spread":0.2203266380598081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002990029,0.0005903373,0.0004314407,0.005282045,0.001360367,0.001783373,0.0009084491,0.0006318926,0.007835519],"category_scores_gemma":[0.00808261,0.0003849493,0.0009636383,0.006275579,0.0007119876,0.001502119,0.001706164,0.001376273,0.002838816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004062573,"about_ca_system_score_gemma":0.009186903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2266556,"about_ca_topic_score_gemma":0.2674283,"domain_scores_codex":[0.9964438,0.0005887712,0.0006279821,0.0005546925,0.001065833,0.00071883],"domain_scores_gemma":[0.9874772,0.001484791,0.002001335,0.001565437,0.006668096,0.0008032654],"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":[0.0007431551,0.0003822141,0.5233427,0.000570767,0.0001695352,0.0005642928,0.006170101,0.004685217,0.01571421,0.04213646,0.08561103,0.3199103],"study_design_scores_gemma":[0.0000488504,0.0001687274,0.6319531,0.0003841008,0.00008344023,0.0005164746,0.00415689,0.005375009,0.00807268,0.002070243,0.3470263,0.0001441949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6767967,0.001039875,0.080656,0.002655036,0.001923311,0.001953491,0.1204534,0.001420472,0.1131016],"genre_scores_gemma":[0.7606571,0.0005887907,0.1163403,0.0006242674,0.0001568575,0.001330457,0.07837055,0.0007111302,0.0412205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2266556,"threshold_uncertainty_score":0.4506726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7016188937","doi":"","title":"Work longer, life healthier: The relationship between economic activity, health and government policy","year":2013,"lang":"en","type":"other","venue":"Econstor (Econstor)","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Life expectancy; Working life; Government (linguistics); Rest (music); Pace; Work (physics); Older people","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627041859285104,"gpt":0.2467757141162203,"spread":0.2305052955233693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003378566,0.0001799671,0.0003888959,0.001867561,0.001112067,0.004065604,0.000668617,0.002470459,0.01008551],"category_scores_gemma":[0.01202081,0.0001880065,0.0003695473,0.005043629,0.002589245,0.003214768,0.001709444,0.002926569,0.0007474227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004544026,"about_ca_system_score_gemma":0.00341905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03100334,"about_ca_topic_score_gemma":0.03893477,"domain_scores_codex":[0.9980373,0.0009513446,0.00008502117,0.0001365058,0.0002516695,0.0005382391],"domain_scores_gemma":[0.9864639,0.005432361,0.003509612,0.0001815665,0.0009130457,0.003499535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007200226,0.0009914862,0.6389471,0.00194417,0.0005594305,0.0005638825,0.006112898,0.001401218,0.0002169057,0.09609943,0.06938596,0.1830575],"study_design_scores_gemma":[0.00004693599,0.0001882169,0.910596,0.002757983,0.0001113569,0.0002285671,0.009562768,0.0006276329,0.00006857379,0.02213929,0.05360301,0.00006963361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.29897,0.09971583,0.0005141972,0.5589604,0.001258214,0.00003372739,0.001717169,0.00003087673,0.0387997],"genre_scores_gemma":[0.9376966,0.03747562,0.0002848906,0.01985438,0.0011908,0.00003374043,0.0004306629,0.00001751331,0.003015739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03100334,"threshold_uncertainty_score":0.06164575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2278122010","doi":"10.14288/1.0095774","title":"Energy analysis of residential structure space conditioned by heat pump and furnace using computer simulation","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heat pump; Energy (signal processing); Space (punctuation); Environmental science; Mechanical engineering; Process engineering; Engineering; Nuclear engineering; Architectural engineering; Waste management; Computer science; Mathematics; Heat exchanger","authors":[{"name":"Charlie Kee-choon Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002823372842821641,"gpt":0.1655618769884119,"spread":0.1627385041455903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002262087,0.000431461,0.0006232463,0.0005734054,0.0005484301,0.0005141402,0.0005898044,0.0005253702,0.00362873],"category_scores_gemma":[0.0006810102,0.0003017926,0.0007282766,0.0008841307,0.0003526419,0.0005188875,0.0003145798,0.0003660985,0.000272673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118448,"about_ca_system_score_gemma":0.001022329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04536347,"about_ca_topic_score_gemma":0.02228917,"domain_scores_codex":[0.9998569,0.00003847284,0.000005075421,0.00001960474,0.00005593342,0.00002395047],"domain_scores_gemma":[0.9997218,0.0001576812,0.00001741303,0.00002477094,0.00006566797,0.0000126279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002637431,0.00001731789,0.0009476545,0.00001154143,0.000007671336,0.00002424153,0.00001363853,0.9957853,0.0005969192,0.0006881002,0.0001395945,0.001741593],"study_design_scores_gemma":[0.000004584353,0.000008399938,0.0003831532,8.589495e-7,0.000002475267,0.000003807367,0.000006471191,0.9989385,0.000357434,0.0001506892,0.0001412719,0.00000232477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708466,0.000101936,0.1071229,0.00009710612,0.00001999773,0.0001104651,0.0008608703,0.0009476466,0.01989244],"genre_scores_gemma":[0.9859125,0.00006528338,0.009941488,0.00001125504,0.000003635351,0.00007341526,0.0003495854,0.00007948318,0.003563335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04536347,"threshold_uncertainty_score":0.09019887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412817891","doi":"10.37190/arc250207","title":"Straw bale building – a sketch of the invention’s history","year":2025,"lang":"en","type":"article","venue":"Architectus","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sketch; Straw; Architectural engineering; Art; Art history; Visual arts; Engineering; Computer science; Biology; Agronomy; Algorithm","authors":[{"name":"Maciej Jagielak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003608676433022762,"gpt":0.1837978194799751,"spread":0.1801891430469524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001576233,0.0007285831,0.0002494834,0.003379671,0.00292446,0.005579145,0.0007151451,0.00177066,0.01269538],"category_scores_gemma":[0.00241081,0.0005812138,0.0003780484,0.002734253,0.007278589,0.01003016,0.001603243,0.002838733,0.00314546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148816,"about_ca_system_score_gemma":0.002644007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005452325,"about_ca_topic_score_gemma":0.006456683,"domain_scores_codex":[0.9991253,0.0003906063,0.0000561748,0.0001623987,0.0002034036,0.00006211274],"domain_scores_gemma":[0.999062,0.00065095,0.00007028808,0.00008739789,0.00008759557,0.00004187202],"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":[0.00003404408,0.00002793881,0.0005725002,0.0004854893,0.000007047429,0.0009087312,0.01508112,0.0004848766,0.0007339049,0.9167722,0.007364971,0.05752717],"study_design_scores_gemma":[0.000004848986,0.00003356308,0.001125967,0.000845633,0.000005960886,0.001108483,0.003985446,0.0002240471,0.0004738968,0.07909597,0.9130748,0.00002146761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02206999,0.0800768,0.03646162,0.008825883,0.001433969,0.0002973854,0.0006459645,0.0001710782,0.8500172],"genre_scores_gemma":[0.5401946,0.1660598,0.03733878,0.002535156,0.0009649816,0.0004516905,0.0007306828,0.0003505167,0.2513738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01269538,"threshold_uncertainty_score":0.04247028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W433909993","doi":"","title":"Research in Building Physics and Building Engineering: 3rd International Conference in Building Physics (Montreal, Canada, 27-31 August 2006)","year":2006,"lang":"en","type":"article","venue":"Taylor and Francis","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Engineering; Aeronautics; Engineering physics; Architectural engineering; Computer science","authors":[{"name":"Lone Hedegaard Mortensen","is_ca":false},{"name":"Carsten Rode","is_ca":false},{"name":"Ruut Hannele Peuhkuri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01451428021491399,"gpt":0.2478671418666288,"spread":0.2333528616517148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004782954,0.002062929,0.002195608,0.004184089,0.004041815,0.007796171,0.002174562,0.001946092,0.08060851],"category_scores_gemma":[0.003675075,0.000981551,0.0009462621,0.009697595,0.004274115,0.004765637,0.002252317,0.002694938,0.01176023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01843791,"about_ca_system_score_gemma":0.03127559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5466091,"about_ca_topic_score_gemma":0.7588524,"domain_scores_codex":[0.9981078,0.0002258375,0.0000735362,0.0002468362,0.001046665,0.0002993519],"domain_scores_gemma":[0.9950646,0.0004834881,0.000104161,0.0002213081,0.003314298,0.0008122443],"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":[0.00006934756,0.00009261128,0.001543536,0.0007036077,0.00003479782,0.00009099939,0.0007454407,0.001045221,0.00108848,0.01525145,0.6332507,0.3460836],"study_design_scores_gemma":[0.00001335749,0.00004726574,0.004373598,0.0005592538,0.00003727479,0.0001103366,0.0008924743,0.000858942,0.00136675,0.00451253,0.9871926,0.00003566176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006053823,0.6079494,0.02641424,0.08010218,0.03842279,0.0001650947,0.001425496,0.0008901866,0.2385768],"genre_scores_gemma":[0.03851526,0.2576523,0.007086597,0.00167236,0.005483038,0.00007379,0.001044594,0.0004955752,0.6879764],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4533909,"threshold_uncertainty_score":0.912122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7147201481","doi":"10.7494/978-83-68219-19-7_2","title":"Analiza mikroklimatu pomieszczenia mieszkalnego","year":2024,"lang":"","type":"book-chapter","venue":"","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Radiator (engine cooling); Modernization theory; Microclimate; Quarter (Canadian coin); Ventilation (architecture); Window (computing)","authors":[{"name":"Adam Ciupa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007994103285575736,"gpt":0.2068326839371882,"spread":0.1988385806516124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884453,0.0005062051,0.0004951632,0.00485383,0.0004652492,0.002408266,0.0002496256,0.0003331231,0.008553869],"category_scores_gemma":[0.0006711943,0.0002840477,0.0003586108,0.004372044,0.0003528168,0.001021683,0.001029278,0.0004768303,0.002450854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004118287,"about_ca_system_score_gemma":0.0005210196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004511124,"about_ca_topic_score_gemma":0.008629109,"domain_scores_codex":[0.9995835,0.00002750525,0.00002929678,0.00008227643,0.0002218654,0.00005550334],"domain_scores_gemma":[0.9998455,0.00002954942,0.0000347534,0.00001400284,0.00005967571,0.00001644778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000573319,0.0001977643,0.1670842,0.00319324,0.0004630224,0.002981642,0.005109874,0.004976474,0.08657976,0.0160745,0.02419084,0.6885754],"study_design_scores_gemma":[0.00001449657,0.0001107304,0.6587887,0.0004782203,0.00032323,0.002185202,0.005443345,0.002785583,0.01837675,0.004767966,0.3066496,0.00007613144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275892,0.02006987,0.03119974,0.0008195512,0.0004042366,0.0003078305,0.009236699,0.0007423697,0.1096306],"genre_scores_gemma":[0.9193764,0.01114077,0.0307975,0.0002363096,0.000112234,0.0001793558,0.005340448,0.0003386707,0.03247829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008553869,"threshold_uncertainty_score":0.02861553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W38109170","doi":"10.2196/43309","title":"Investigating the characterisation of temperatures within New Zealand buildings : a thesis presented in partial fulfilment of the requirements for the degree of Master of Science in Physics at Massey University","year":2001,"lang":"en","type":"dissertation","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Degree (music); Architectural engineering; Engineering; Mechanical engineering; Engineering physics; Mathematics education; Physics; Mathematics","authors":[{"name":"Andrew R. Pollard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02437705162016442,"gpt":0.261009657996203,"spread":0.2366326063760386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009780439,0.0003049315,0.0004378318,0.0005295484,0.0004965056,0.00140205,0.0004102275,0.0005454305,0.006166078],"category_scores_gemma":[0.002431269,0.0002278588,0.000353888,0.0008592473,0.000486798,0.0004780432,0.0005409549,0.0006701956,0.00116137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568239,"about_ca_system_score_gemma":0.002493381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05265737,"about_ca_topic_score_gemma":0.1169269,"domain_scores_codex":[0.9995556,0.00006115639,0.00002103162,0.00007753087,0.000239196,0.00004535284],"domain_scores_gemma":[0.9993461,0.0001307299,0.0001156922,0.00003780327,0.0002894564,0.00008022591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002427365,0.0007078844,0.154778,0.005359925,0.0003825541,0.0008486912,0.04722232,0.004194923,0.1974107,0.00292534,0.03400647,0.5497357],"study_design_scores_gemma":[0.00006532054,0.001607352,0.915179,0.0004854085,0.0001391968,0.0003970045,0.01497148,0.001696089,0.01504451,0.0008140855,0.04950346,0.00009705944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425172,0.004897368,0.008580619,0.003299242,0.0003735411,0.001025586,0.005116427,0.00006067973,0.03412921],"genre_scores_gemma":[0.9475462,0.007601464,0.01013544,0.0003335987,0.000117316,0.0006253321,0.002162101,0.00007259588,0.03140581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05265737,"threshold_uncertainty_score":0.1047018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6931347016","doi":"10.5281/zenodo.6210226","title":"Stupkaiella Vaillant 1973","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bristle; Simple (philosophy); Facet (psychology); Process (computing); Antenna (radio)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01156163579599966,"gpt":0.2056159998289863,"spread":0.1940543640329866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008641498,0.0006317571,0.000280612,0.00134606,0.001232112,0.0006485605,0.000714431,0.0006116332,0.01563188],"category_scores_gemma":[0.0006935724,0.0003047071,0.0003265986,0.0007595805,0.0003725171,0.001199528,0.0009546248,0.000839342,0.007118466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007955734,"about_ca_system_score_gemma":0.0005697637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006775984,"about_ca_topic_score_gemma":0.008640448,"domain_scores_codex":[0.999808,0.00001259827,0.0000136604,0.00005127277,0.00007714438,0.00003736048],"domain_scores_gemma":[0.9998111,0.00003031217,0.00004838192,0.00002688113,0.00006209127,0.00002124348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002878331,0.00007162868,0.009853548,0.0009952926,0.00007210542,0.002223975,0.0009251084,0.001693926,0.06117449,0.01031519,0.06527317,0.8471138],"study_design_scores_gemma":[0.00001821387,0.00006734593,0.02577685,0.0002951972,0.0000262712,0.002204727,0.0002182589,0.000509547,0.006767179,0.001091896,0.9630057,0.00001886874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1792058,0.03754049,0.01869368,0.00139843,0.002274702,0.0006721845,0.006303316,0.001775237,0.7521361],"genre_scores_gemma":[0.8078005,0.01118173,0.01738679,0.001200502,0.000521723,0.0005440625,0.006423692,0.0001457268,0.1547952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01563188,"threshold_uncertainty_score":0.05229384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082187696","doi":"","title":"An invited contribution to the webinar: renewable energy and resources Towards reinforcingthe effect of renewable energy in retrofitted buildings: a collaborative US-Polandresearch project","year":2020,"lang":"en","type":"article","venue":"Journal of Chemical Biology & Pharmaceutical Chemistry","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Renewable energy; Retrofitting; Architectural engineering; Energy engineering; Upgrade; Process (computing); Efficient energy use; Zero-energy building; Environmental economics; Engineering; Computer science; Economics","authors":[{"name":"Anna Romańska-Zapała","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01016128822623028,"gpt":0.2922889502540966,"spread":0.2821276620278663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006057074,0.001187792,0.0007510096,0.001139577,0.002786939,0.005001039,0.001298072,0.004164522,0.03936124],"category_scores_gemma":[0.005605814,0.000339794,0.00103826,0.0007496918,0.001001931,0.003284082,0.004749866,0.004601537,0.01006487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535721,"about_ca_system_score_gemma":0.003343741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958201,"about_ca_topic_score_gemma":0.003982575,"domain_scores_codex":[0.9968976,0.0009664938,0.0001072181,0.0003814682,0.001168325,0.0004788979],"domain_scores_gemma":[0.9936307,0.001315449,0.0001795299,0.0002097132,0.002009915,0.002654739],"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":[0.0002803633,0.0006409921,0.001022161,0.0004018861,0.00003913934,0.0005670217,0.002667367,0.0008713993,0.006912713,0.008230356,0.8775068,0.1008599],"study_design_scores_gemma":[0.00001933303,0.000145739,0.0008191296,0.00009616328,0.00001603773,0.0002339717,0.001714078,0.0006009815,0.001948687,0.00221175,0.992166,0.00002811938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04112947,0.0375809,0.08004462,0.342417,0.3333609,0.001639166,0.002360675,0.002130219,0.159337],"genre_scores_gemma":[0.1066512,0.0138726,0.02507988,0.03296909,0.0556584,0.000630448,0.002035509,0.002714874,0.760388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03936124,"threshold_uncertainty_score":0.1316764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583416435","doi":"","title":"Optymalizacja izolacji rur instalacji klimatyzacyjnych z wodą lodową","year":2008,"lang":"pl","type":"article","venue":"Rynek Instalacyjny","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Armacell (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"J. Chmielarski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01496514352736671,"gpt":0.1941275620061947,"spread":0.179162418478828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004630346,0.000492054,0.0005900076,0.0009645256,0.0007448849,0.004742635,0.0006991266,0.0004433345,0.01448974],"category_scores_gemma":[0.00118131,0.0002626422,0.0005112484,0.0008447768,0.001047546,0.002126504,0.002231438,0.001330283,0.002688604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006678079,"about_ca_system_score_gemma":0.0009717506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207239,"about_ca_topic_score_gemma":0.001611352,"domain_scores_codex":[0.9993351,0.00008085007,0.00004301112,0.0001257897,0.0002618449,0.0001533743],"domain_scores_gemma":[0.9996868,0.00005452225,0.0000437772,0.00008172536,0.0000997385,0.00003345996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003402855,0.0002887158,0.006279688,0.0006787408,0.000103194,0.0007391262,0.002087095,0.01239868,0.09692775,0.5312154,0.00611046,0.3428309],"study_design_scores_gemma":[0.00008308242,0.0004129515,0.03353025,0.0003088166,0.0003764572,0.001911796,0.004183269,0.06595857,0.1516517,0.4470282,0.2942644,0.000290465],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3404106,0.002678255,0.4443991,0.001603979,0.00103323,0.0002057595,0.0007750082,0.001942883,0.2069513],"genre_scores_gemma":[0.7938604,0.002034609,0.1077176,0.0001991046,0.0002302745,0.0002196939,0.0004355161,0.0009911455,0.09431182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01448974,"threshold_uncertainty_score":0.048473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W842845835","doi":"","title":"Utrzymywanie i przywracanie sprawności płytowych wymienników ciepła na podstawie działań podejmowanych przez Alfa Laval","year":2010,"lang":"pl","type":"article","venue":"Instal","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Materials science","authors":[{"name":"J. Woch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004606537196901512,"gpt":0.2135690824572713,"spread":0.2089625452603698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002752886,0.0005230413,0.0004880318,0.001585555,0.001050392,0.003343811,0.0004136626,0.0004859917,0.006261569],"category_scores_gemma":[0.0004396895,0.0002129085,0.0004967303,0.001206446,0.001035517,0.001526185,0.001446668,0.0008620597,0.001229808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009203789,"about_ca_system_score_gemma":0.001207871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006684902,"about_ca_topic_score_gemma":0.009655345,"domain_scores_codex":[0.999458,0.0000327932,0.00003338187,0.0001341057,0.0002089742,0.0001327394],"domain_scores_gemma":[0.9997565,0.0000159709,0.00004847909,0.00003972276,0.00008896919,0.00005023304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001812918,0.0004687347,0.04289648,0.00140534,0.0003852035,0.002548548,0.006850609,0.003621191,0.5758741,0.0441717,0.006161122,0.3138041],"study_design_scores_gemma":[0.00009604722,0.0008392088,0.2758028,0.0002174949,0.0005521445,0.003691847,0.01171253,0.002918592,0.1978684,0.02509899,0.4809505,0.0002513064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.893287,0.005876196,0.02283924,0.001194915,0.000385168,0.0001100896,0.001045743,0.0007224592,0.07453927],"genre_scores_gemma":[0.9644136,0.002477998,0.005828226,0.0001384246,0.00008404884,0.00004666944,0.0004200286,0.0001736254,0.0264174],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006684902,"threshold_uncertainty_score":0.02094698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4207050778","doi":"10.15199/33.2022.01.07","title":"Dlaczego wielorodzinne budynki mieszkalne w Vancouver zużywały tyle samo energii w 2002 co w 1929 roku?","year":2022,"lang":"pl","type":"article","venue":"MATERIAŁY BUDOWLANE","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physics; Philosophy","authors":[{"name":"Małgorzata Fedorczak-Cisak","is_ca":false},{"name":"Mark Bomberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004544104892292141,"gpt":0.1931480077701037,"spread":0.1886039028778115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002252249,0.0001875955,0.000256647,0.0008086555,0.002818163,0.006083269,0.000443142,0.0005182062,0.01665984],"category_scores_gemma":[0.0008828044,0.0001852151,0.0001074069,0.002222982,0.001916818,0.001266162,0.001455371,0.001282178,0.001516847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090434,"about_ca_system_score_gemma":0.009266765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5206034,"about_ca_topic_score_gemma":0.8238207,"domain_scores_codex":[0.9995707,0.00003689502,0.00001269275,0.00008262316,0.0001176173,0.0001794187],"domain_scores_gemma":[0.9998,0.00001836012,0.00002600142,0.00001446261,0.00006990293,0.000071245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000525106,0.0002041724,0.1661513,0.0008029158,0.0001440951,0.002414402,0.06434065,0.001232716,0.008165098,0.2630474,0.06226647,0.4307057],"study_design_scores_gemma":[0.000014214,0.00005139216,0.2282104,0.000294522,0.00002665694,0.0003707618,0.06495413,0.0003658649,0.001697267,0.0097371,0.6942248,0.00005284456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6516376,0.006659599,0.00201658,0.02364572,0.0003482412,0.00006334756,0.001701178,0.0001021791,0.3138255],"genre_scores_gemma":[0.8795066,0.003407364,0.00064698,0.0006108875,0.00002304817,0.00002218779,0.0004751344,0.0000562296,0.1152515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4793966,"threshold_uncertainty_score":0.9644398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365393193","doi":"10.5114/lr.2023.125918","title":"Specialist dressings for the treatment of infected wounds and those at risk of infection","year":2023,"lang":"en","type":"article","venue":"Leczenie Ran","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine","authors":[{"name":"Izabela Kuberka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01347404014601877,"gpt":0.2507635245282839,"spread":0.2372894843822651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001650336,0.0008730698,0.0008103132,0.002195631,0.001230686,0.003803079,0.0009027446,0.002030417,0.2439276],"category_scores_gemma":[0.009026453,0.0004307402,0.000704505,0.001026932,0.0006704741,0.002594933,0.002139513,0.002793633,0.1562938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007760685,"about_ca_system_score_gemma":0.001306825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303935,"about_ca_topic_score_gemma":0.004555606,"domain_scores_codex":[0.9982439,0.000281096,0.0001341645,0.0001169336,0.001101877,0.0001221202],"domain_scores_gemma":[0.9959698,0.0009108419,0.0004524743,0.0002792068,0.001662835,0.0007248784],"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":[0.00003902401,0.00004479726,0.0002054679,0.000343884,0.000003109531,0.0001101744,0.00009753402,0.00001897878,0.0004927402,0.0009455124,0.8250707,0.1726281],"study_design_scores_gemma":[0.000008803102,0.00004828864,0.0009556082,0.0007027788,0.000006720495,0.000822596,0.0002078286,0.00003816094,0.000252921,0.0008057011,0.9961386,0.00001192437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003601338,0.1490145,0.007850763,0.04909744,0.04811305,0.00082529,0.001668884,0.004217843,0.735611],"genre_scores_gemma":[0.01100574,0.1016887,0.008472273,0.01241836,0.007445788,0.0003224924,0.001140743,0.001116753,0.8563891],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2439276,"threshold_uncertainty_score":0.8160191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}