{"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":"985bafbf874f","filters":{"venue":"Building Services Engineering Research and Technology"}},"results":[{"id":"W2018108781","doi":"10.1177/0143624411428951","title":"The use of UKCP09 to produce weather files for building simulation","year":2012,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Research Councils UK; Canadian Centre for Applied Research in Cancer Control; Engineering and Physical Sciences Research Council; Impact Fund","keywords":"Consistency (knowledge bases); Computer science; Extreme weather; Building energy simulation; Morphing; Product (mathematics); Climate change; Architectural engineering; Efficient energy use; Energy performance; Engineering","authors":[{"name":"Anastasia Mylona","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03861371647808277,"gpt":0.3072141662528952,"spread":0.2686004497748125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002935615,0.000758218,0.0004269053,0.001948611,0.0006147145,0.002175536,0.001381431,0.0005734256,0.009605705],"category_scores_gemma":[0.01164512,0.0006599957,0.0009912192,0.003377007,0.0003265285,0.002276749,0.001477701,0.001263511,0.004912848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009376513,"about_ca_system_score_gemma":0.001399803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258988,"about_ca_topic_score_gemma":0.009172513,"domain_scores_codex":[0.9983568,0.0004050932,0.0002247931,0.0001951439,0.0007411211,0.00007712288],"domain_scores_gemma":[0.9942958,0.001752327,0.0004788242,0.0014395,0.001906361,0.0001272468],"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":[0.0004074953,0.0001485791,0.01803458,0.001556084,0.0002339517,0.0004765347,0.001668622,0.3393578,0.009672664,0.03774598,0.1125885,0.4781092],"study_design_scores_gemma":[0.0002388175,0.0001978867,0.02365063,0.0007273602,0.0001045547,0.0005954131,0.0008808696,0.4131313,0.03381622,0.01488627,0.511415,0.0003557442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04483622,0.0005170749,0.8035371,0.000749849,0.0005048637,0.0008752487,0.06715372,0.02789201,0.05393392],"genre_scores_gemma":[0.1865505,0.001138518,0.7236444,0.0001433571,0.0001028259,0.001702068,0.07449474,0.006671166,0.005552409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01258988,"threshold_uncertainty_score":0.03213429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994554025","doi":"10.1177/0143624407087286","title":"Sub-hourly simulation of residential ground coupled heat pump systems","year":2008,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"TRNSYS; Heat pump; Heat exchanger; Borehole; Transient (computer programming); Heat transfer; Environmental science; Flow (mathematics); Steady state (chemistry); Engineering; Mechanics; Mechanical engineering; Meteorology; Thermal; Computer science; Geotechnical engineering; Physics","authors":[{"name":"Michaël Kummert","is_ca":false},{"name":"Michel Bernier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01938398287385141,"gpt":0.2717314227330327,"spread":0.2523474398591813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003113858,0.0004014144,0.0006617331,0.000293299,0.000421331,0.0007008641,0.0007731775,0.001013764,0.004477111],"category_scores_gemma":[0.000994911,0.0002738989,0.0004744453,0.0005124015,0.0004303076,0.0005811863,0.0004232168,0.000780998,0.0003232719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007220536,"about_ca_system_score_gemma":0.0005358181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0176947,"about_ca_topic_score_gemma":0.008745161,"domain_scores_codex":[0.9998003,0.00006096625,0.0000104166,0.00002667241,0.00004194719,0.00005976698],"domain_scores_gemma":[0.9993572,0.0003528587,0.00005497158,0.00005362401,0.0001056193,0.00007582158],"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":[0.0000784335,0.00007264726,0.002020351,0.00002796208,0.00001427514,0.00005791768,0.00003637454,0.9939948,0.0009138664,0.0005251052,0.0003842794,0.001874141],"study_design_scores_gemma":[0.00001584243,0.00005026189,0.001230754,0.000002366652,0.000005902266,0.000008945358,0.00004727678,0.9975164,0.0006536474,0.0001883912,0.000274533,0.000005768522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797413,0.00007772596,0.01045319,0.0001111063,0.00002671168,0.00004213428,0.0009240936,0.0002506208,0.008373133],"genre_scores_gemma":[0.9963671,0.00004972116,0.002069091,0.00001597969,0.000003756622,0.00003425096,0.0003449148,0.00002335673,0.001091793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0176947,"threshold_uncertainty_score":0.03518343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914745597","doi":"10.1177/0143624419827468","title":"Critical review and illustrative examples of office occupant modelling formalisms","year":2019,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Rotation formalisms in three dimensions; Computer science; Occupancy; Process (computing); Markov chain; Architectural engineering; Engineering; Machine learning","authors":[{"name":"Simona D’Oca","is_ca":false},{"name":"H. Burak Gunay","is_ca":true},{"name":"Sara Gilani","is_ca":true},{"name":"William O’Brien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02366551380938335,"gpt":0.2753173791935611,"spread":0.2516518653841778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005694068,0.001408302,0.001104559,0.008439088,0.0008259384,0.002630552,0.002035846,0.002177804,0.007309238],"category_scores_gemma":[0.02436291,0.0005542575,0.001944335,0.009303638,0.001255209,0.003166782,0.001350774,0.002525849,0.002875761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607348,"about_ca_system_score_gemma":0.00460913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006676299,"about_ca_topic_score_gemma":0.008450008,"domain_scores_codex":[0.9962612,0.001492664,0.0006096271,0.0003695245,0.001122322,0.0001446463],"domain_scores_gemma":[0.9833351,0.01219146,0.001010554,0.000457988,0.002824791,0.0001800028],"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":[0.000126022,0.0001124545,0.0009677443,0.05366061,0.0001679562,0.001103505,0.002701805,0.004933693,0.001361264,0.164584,0.1952446,0.5750362],"study_design_scores_gemma":[0.000005106257,0.00003375466,0.0006897211,0.02183508,0.00006378327,0.0004053733,0.0004833982,0.0006419042,0.0002492562,0.01221905,0.9633396,0.00003401116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001059244,0.960117,0.01629033,0.005234744,0.003358372,0.0001766552,0.0004837089,0.00009656356,0.01318334],"genre_scores_gemma":[0.008435925,0.9693067,0.01295168,0.002992847,0.001656751,0.0003584706,0.0007410342,0.00007173535,0.003484859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008439088,"threshold_uncertainty_score":0.03011346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022125623","doi":"10.1191/0143624404bt105oa","title":"Two-objective on-line optimization of supervisory control strategy","year":2004,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"HVAC; Supervisory control; Thermal comfort; Energy (signal processing); Component (thermodynamics); Engineering; Optimization problem; Control theory (sociology); Automotive engineering; Mathematical optimization; Simulation; Computer science; Control engineering; Air conditioning; Control (management); Mechanical engineering; Mathematics","authors":[{"name":"Nabil Nassif","is_ca":true},{"name":"S. Kajl","is_ca":true},{"name":"Robert Sabourin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01751862523505497,"gpt":0.2610652226409394,"spread":0.2435465974058844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001418746,0.001359908,0.001209852,0.0005521004,0.0002861562,0.001292015,0.0008775435,0.001342667,0.002496902],"category_scores_gemma":[0.002645944,0.0004099128,0.0004559044,0.0003745752,0.000656058,0.0005688234,0.0006292975,0.0008174981,0.0002465636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000961702,"about_ca_system_score_gemma":0.001471634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007031624,"about_ca_topic_score_gemma":0.004108224,"domain_scores_codex":[0.9992722,0.0002508626,0.0000262848,0.0001364624,0.0001841069,0.0001299807],"domain_scores_gemma":[0.9989742,0.0005055088,0.0001446419,0.00005685819,0.0002662546,0.00005247412],"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":[0.0000595325,0.00004809544,0.0001771498,0.00003358231,0.0000150007,0.00002039401,0.00002419322,0.9880185,0.0005902285,0.0006972209,0.0001922345,0.0101238],"study_design_scores_gemma":[0.00002674944,0.00008880626,0.0001486111,0.000004706492,0.000005218832,0.00000591608,0.000009148292,0.9986864,0.0004945654,0.0004188329,0.0001072303,0.000003747622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2286729,0.0003950185,0.7515767,0.0003833762,0.00007503411,0.0003721725,0.0001274067,0.0006518996,0.01774546],"genre_scores_gemma":[0.9694422,0.00005848946,0.02776958,0.00006246916,0.00001334352,0.0002153934,0.00006020126,0.00002513401,0.002353135],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007031624,"threshold_uncertainty_score":0.0139814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802005744","doi":"10.1177/0143624418769264","title":"Energy and comfort performance benefits of early detection of building sensor and actuator faults","year":2018,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; University of Toronto; Carleton University","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Fault detection and isolation; Actuator; Energy performance; Automotive engineering; Simulation; Efficient energy use; Fault (geology); Energy (signal processing); Reliability engineering; HVAC; Engineering; Work (physics); Air conditioning; Computer science; Mechanical engineering; Electrical engineering; Statistics","authors":[{"name":"H. Burak Gunay","is_ca":true},{"name":"Weiming Shen","is_ca":true},{"name":"Brent Huchuk","is_ca":true},{"name":"Chunsheng Yang","is_ca":true},{"name":"Scott Bucking","is_ca":true},{"name":"William O’Brien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008551856930816898,"gpt":0.225938885314731,"spread":0.2173870283839141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005902124,0.0006097881,0.0004147844,0.0003211713,0.0001359181,0.0003323963,0.000421311,0.0004064847,0.001067626],"category_scores_gemma":[0.002638542,0.0001629794,0.0004731177,0.0001870816,0.0002668127,0.0004057385,0.0003377007,0.0003816087,0.00007783347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004448964,"about_ca_system_score_gemma":0.0004520038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004116381,"about_ca_topic_score_gemma":0.002738779,"domain_scores_codex":[0.9996636,0.00009635624,0.00001790504,0.0000491436,0.0001048831,0.00006816624],"domain_scores_gemma":[0.9978406,0.00154302,0.0002301831,0.0001690022,0.0001650136,0.000052153],"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":[0.0009682685,0.0002744623,0.02125234,0.00006022155,0.00005478222,0.0001290944,0.0000499885,0.9402471,0.0222929,0.0002764385,0.00007544878,0.01431897],"study_design_scores_gemma":[0.00003208758,0.001194777,0.02198708,0.000007573012,0.00006328861,0.00007848426,0.00006590704,0.9390751,0.03710231,0.0001993843,0.0001659984,0.000027986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915799,0.00003965038,0.007723454,0.00001900113,0.000004522969,0.000007268523,0.00004370549,0.0001008049,0.0004818533],"genre_scores_gemma":[0.9993783,0.00000819273,0.0005350819,0.000001908182,4.510374e-7,0.000001692795,0.00002439794,0.000002893184,0.00004706622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004116381,"threshold_uncertainty_score":0.00818485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022058954","doi":"10.1191/0143624406bt142oa","title":"A PCM/heat pipe cooling system for reducing air conditioning in buildings: review of options and report on field tests","year":2006,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Phase Change Materials Research","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Nottingham; University of Ottawa","keywords":"Retrofitting; Air conditioning; Passive cooling; Architectural engineering; Water cooling; Phase-change material; Environmental science; Heat transfer; Engineering; Meteorology; Mechanical engineering; Phase change; Engineering physics","authors":[{"name":"David Etheridge","is_ca":false},{"name":"Kyle D. Murphy","is_ca":false},{"name":"David Reay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01767360137478052,"gpt":0.311691718467865,"spread":0.2940181170930845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002406852,0.001108264,0.001298499,0.002692165,0.0004356052,0.001710196,0.001088056,0.001440119,0.002575377],"category_scores_gemma":[0.00130602,0.0007108912,0.001161959,0.002464482,0.0008335678,0.0017847,0.0004821224,0.001382864,0.0008596846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007873223,"about_ca_system_score_gemma":0.001232764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001917013,"about_ca_topic_score_gemma":0.002372984,"domain_scores_codex":[0.9987612,0.0002172306,0.00016806,0.0002319104,0.0005438552,0.0000777551],"domain_scores_gemma":[0.9983052,0.0008395767,0.0002669767,0.00004437571,0.0004890197,0.00005494227],"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":[0.0003767251,0.0007325342,0.001014025,0.02941644,0.0001743587,0.0002724594,0.0002975435,0.00451036,0.03479595,0.003792635,0.003808183,0.9208087],"study_design_scores_gemma":[0.0001074647,0.01255552,0.01813714,0.01333207,0.0009498911,0.003427596,0.0009023955,0.00371957,0.09521031,0.002356474,0.8489841,0.0003174214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009068795,0.9825926,0.002813575,0.0002994516,0.0000908492,0.0001287594,0.00008377877,0.0000318804,0.004890353],"genre_scores_gemma":[0.02656746,0.9638416,0.005408159,0.0002310916,0.0001870238,0.0001188492,0.0001819614,0.00002406547,0.003439871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002692165,"threshold_uncertainty_score":0.01272881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017031830","doi":"10.1177/0143624406071305","title":"Hybrid fuzzy logic control strategies for hot water district heating systems","year":2007,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Temperature control; Heating system; Control system; Volumetric flow rate; Boiler (water heating); Control theory (sociology); Fuzzy control system; Water flow; Fuzzy logic; Control logic; Environmental science; Engineering; Control (management); Computer science; Control engineering; Environmental engineering; Mechanical engineering; Waste management; Mechanics","authors":[{"name":"Lianzhong Li","is_ca":true},{"name":"Mohammed Zaheeruddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0109366690477685,"gpt":0.2645898212142331,"spread":0.2536531521664646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000400331,0.0005556335,0.0003944498,0.0002538956,0.0002694696,0.0007207899,0.0005581976,0.0004725683,0.001585093],"category_scores_gemma":[0.0004145861,0.0001977608,0.0003068922,0.0002011288,0.0003190597,0.0003378747,0.0003122822,0.0003395166,0.0001760305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006192491,"about_ca_system_score_gemma":0.0003198579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004843046,"about_ca_topic_score_gemma":0.003866909,"domain_scores_codex":[0.9998017,0.00005229259,0.00001148946,0.00003915816,0.00006161031,0.00003377023],"domain_scores_gemma":[0.9998313,0.00006978681,0.00003457285,0.000008060202,0.00004492046,0.00001131018],"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":[0.0002080748,0.0001105142,0.0004417291,0.0001676603,0.00006316277,0.0001632335,0.0001737282,0.8506197,0.02186558,0.01466293,0.001094879,0.1104288],"study_design_scores_gemma":[0.00003303313,0.0001102518,0.0001665769,0.000007037911,0.00001185812,0.00002058733,0.0000145221,0.994956,0.002053814,0.001838669,0.0007785653,0.000009058756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06174184,0.0005369135,0.9282474,0.0001708352,0.00005209876,0.00007063167,0.00003163034,0.0003118776,0.008836722],"genre_scores_gemma":[0.9688588,0.0001369793,0.02802235,0.0000754396,0.00001812501,0.00008178706,0.00002500566,0.00001009132,0.0027714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004843046,"threshold_uncertainty_score":0.009629726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325409816","doi":"10.1177/0143624414564445","title":"Performance investigation of liquid-to-air membrane energy exchanger under low solution/air heat capacity rates ratio conditions","year":2014,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Heat exchanger; Materials science; Plate fin heat exchanger; Plate heat exchanger; Heat transfer; NTU method; Heat recovery ventilation; Shell and tube heat exchanger; Mechanics; Environmental science; Thermodynamics; Nuclear engineering; Waste management; Mechanical engineering; Engineering","authors":[{"name":"Miklós Kassai","is_ca":false},{"name":"Carey J. Simonson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01689820770611521,"gpt":0.2459116840093584,"spread":0.2290134763032433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007056399,0.0003284765,0.0006299095,0.0003089292,0.0004248073,0.0005753241,0.0005427995,0.0005836255,0.001176217],"category_scores_gemma":[0.001090294,0.0001545543,0.0003134048,0.0003158844,0.0003377506,0.0007812384,0.0003220995,0.0004132135,0.0003915954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116044,"about_ca_system_score_gemma":0.0002033225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006080472,"about_ca_topic_score_gemma":0.0006560208,"domain_scores_codex":[0.9993802,0.0001015494,0.00005271428,0.0001505085,0.0002263453,0.00008861281],"domain_scores_gemma":[0.9992825,0.0002904091,0.0001183973,0.00006339353,0.0002108805,0.00003440666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000460542,0.0001507324,0.001827755,0.0002117552,0.00001614704,0.00009385133,0.00008756754,0.002666414,0.9885339,0.0001170992,0.0001237504,0.00571053],"study_design_scores_gemma":[0.00002067326,0.0007231068,0.005425449,0.000008249866,0.00002538018,0.0000608659,0.00008172955,0.01926771,0.9738262,0.0000307745,0.0005123172,0.00001756177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968262,0.0003882753,0.002068056,0.00005065465,0.00001761393,0.00001483123,0.00008561969,0.00007866884,0.0004701177],"genre_scores_gemma":[0.9978004,0.0001945607,0.001443229,0.00001541625,0.000007363435,0.0000158314,0.00007370014,0.00001558994,0.0004338655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001176217,"threshold_uncertainty_score":0.003934801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220831136","doi":"10.1177/01436244211069655","title":"A data-driven workflow to improve energy efficient operation of commercial buildings: A review with real-world examples","year":2022,"lang":"en","type":"review","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"Natural Resources Canada","keywords":"Workflow; Metadata; Efficient energy use; Usability; Computer science; Fault detection and isolation; Reliability engineering; Systems engineering; Data quality; Engineering; Database; Operating system; Operations management; Artificial intelligence","authors":[{"name":"Tareq Abuimara","is_ca":true},{"name":"Brodie W. Hobson","is_ca":true},{"name":"H. Burak Gunay","is_ca":true},{"name":"William O’Brien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0439750991291827,"gpt":0.323075628930563,"spread":0.2791005298013803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007020945,0.001179446,0.001269946,0.008162384,0.0006067126,0.002277515,0.002036258,0.001508054,0.001760454],"category_scores_gemma":[0.0135443,0.0006571424,0.002032538,0.008769964,0.0007703229,0.003407491,0.001125097,0.001312405,0.0009170924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128477,"about_ca_system_score_gemma":0.009507516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007869638,"about_ca_topic_score_gemma":0.01088904,"domain_scores_codex":[0.9967409,0.0008509841,0.000847051,0.000374009,0.001045812,0.0001412235],"domain_scores_gemma":[0.9879946,0.007454371,0.00110499,0.0003130944,0.002933856,0.0001991453],"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":[0.00006862853,0.0001210139,0.001027991,0.09924237,0.000202714,0.0002581609,0.0009546342,0.002203317,0.001701746,0.01191297,0.01137234,0.8709341],"study_design_scores_gemma":[0.00002874409,0.0002748109,0.002892407,0.08131539,0.0008171739,0.0009132427,0.0008946366,0.001818177,0.002160488,0.004797862,0.9039561,0.0001309381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001316132,0.9838717,0.009826493,0.00122779,0.0003152228,0.0002646965,0.0001854634,0.00009790156,0.002894557],"genre_scores_gemma":[0.009458458,0.968421,0.01986262,0.0007520209,0.0001055625,0.0002419996,0.000435537,0.00003059776,0.0006922235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008162384,"threshold_uncertainty_score":0.03713077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107549432","doi":"10.1177/0143624412442511","title":"An optimal predictive control strategy for radiant floor district heating systems: Simulation and experimental study","year":2012,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Model predictive control; Radiant heating; Heating system; PID controller; Controller (irrigation); Optimal control; Efficient energy use; Control theory (sociology); Engineering; Control system; Simulation; Temperature control; Control engineering; Computer science; Control (management); Mechanical engineering; Mathematical optimization; Mathematics","authors":[{"name":"Shih-Ming Cho","is_ca":false},{"name":"Seong-Ki Hong","is_ca":false},{"name":"Song-chun Li","is_ca":true},{"name":"Mohammed Zaheeruddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01783890394111759,"gpt":0.3057193499067287,"spread":0.2878804459656111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005430119,0.0004315593,0.0007022193,0.0003063152,0.000301249,0.000448049,0.0005844042,0.0005645606,0.001873007],"category_scores_gemma":[0.0009536298,0.0002071113,0.0003753765,0.0002626397,0.0003671996,0.0003790102,0.0002895239,0.0004703549,0.0001038179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004753871,"about_ca_system_score_gemma":0.0004749573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007979214,"about_ca_topic_score_gemma":0.003537399,"domain_scores_codex":[0.9997805,0.00007057636,0.00001284161,0.00002855728,0.00006156132,0.00004589593],"domain_scores_gemma":[0.9992903,0.000427101,0.00006676277,0.00005769554,0.0001359635,0.00002218662],"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":[0.0002801261,0.0002532704,0.001040168,0.0001719174,0.00002073804,0.00008784986,0.00005414498,0.9805439,0.01023995,0.0005899542,0.000114153,0.0066038],"study_design_scores_gemma":[0.00004751361,0.0005146865,0.0006173502,0.000004416353,0.00001136385,0.00001025365,0.00002280822,0.9923393,0.00618838,0.0001071863,0.0001285419,0.000008298536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687074,0.000131485,0.02680436,0.00005677844,0.00001651515,0.0001029222,0.0001142058,0.0001535321,0.00391277],"genre_scores_gemma":[0.9971354,0.00003094568,0.002387371,0.000003091596,9.320702e-7,0.00004420248,0.00003015296,0.000002724668,0.0003651291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007979214,"threshold_uncertainty_score":0.01586556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281746498","doi":"10.1177/01436244221097827","title":"A holistic sequential fault detection and diagnostics framework for multiple zone variable air volume air handling unit systems","year":2022,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fault detection and isolation; Variable air volume; False positive paradox; Real-time computing; False positives and false negatives; Reliability engineering; Fault (geology); Engineering; Computer science; Artificial intelligence; Actuator; Airflow","authors":[{"name":"Narges Torabi","is_ca":true},{"name":"William O’Brien","is_ca":true},{"name":"Ricardo Moromisato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0187704311807854,"gpt":0.2702006814145883,"spread":0.2514302502338028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330869,0.001409763,0.0009174918,0.002279453,0.0005700621,0.001752597,0.001612878,0.0009057356,0.002405471],"category_scores_gemma":[0.001916091,0.0005269698,0.00155027,0.0007521792,0.0009481501,0.001213103,0.001506426,0.0008695522,0.0004449034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536634,"about_ca_system_score_gemma":0.002326844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430889,"about_ca_topic_score_gemma":0.01107203,"domain_scores_codex":[0.99889,0.0002064175,0.00009689478,0.0002057116,0.0004810023,0.0001200674],"domain_scores_gemma":[0.9991145,0.0002817611,0.0001261796,0.00008958668,0.0003300454,0.00005800523],"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":[0.0001070875,0.00007883603,0.00424355,0.0004924424,0.0001216978,0.0005722131,0.0004009795,0.79448,0.01108341,0.05320094,0.001893819,0.1333251],"study_design_scores_gemma":[0.00001373301,0.00006049595,0.0005096337,0.000037534,0.00003986825,0.0001487576,0.00006506591,0.9806072,0.00165514,0.01292716,0.003914976,0.0000205345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003598666,0.0002841658,0.9938688,0.00009375685,0.00001852817,0.0000937285,0.0001092507,0.0006163322,0.001316803],"genre_scores_gemma":[0.3077548,0.0005905893,0.6884337,0.0001053639,0.00006331728,0.0002894371,0.0005012054,0.0001016675,0.002159888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01430889,"threshold_uncertainty_score":0.0284512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126680435","doi":"10.1177/0143624414567544","title":"A medium-rise 1970s maternity hospital in the east of England: Resilience and adaptation to climate change","year":2015,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Cambridge; Albert Einstein College of Medicine, Yeshiva University; Canadian Centre for Applied Research in Cancer Control","keywords":"Overheating (electricity); Environmental science; Natural ventilation; Meteorology; National weather service; Natural hazard; Natural disaster; Climate change; Ventilation (architecture); Engineering; Civil engineering; Architectural engineering; Geography","authors":[{"name":"C. Alan Short","is_ca":false},{"name":"R. Giridharan","is_ca":false},{"name":"Kevin J. Lomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06255304488092822,"gpt":0.3252248538533176,"spread":0.2626718089723894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000536608,0.0002584964,0.0001841284,0.0005166885,0.001472016,0.002210629,0.001069473,0.0008519146,0.004953506],"category_scores_gemma":[0.001528422,0.0004320568,0.0004363273,0.0007839552,0.001570829,0.0008948982,0.002403086,0.0008454549,0.0004150379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01310293,"about_ca_system_score_gemma":0.004456771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2632306,"about_ca_topic_score_gemma":0.5661513,"domain_scores_codex":[0.9994261,0.0001685127,0.00001671486,0.00005851556,0.00007211306,0.000258072],"domain_scores_gemma":[0.9994204,0.0001310233,0.00009461977,0.00002782594,0.00008619321,0.0002400774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001922902,0.0007600564,0.4273616,0.00102259,0.0002863324,0.03519857,0.04893361,0.3169834,0.01170809,0.06482705,0.01825758,0.07273826],"study_design_scores_gemma":[0.0002020382,0.001494885,0.6720092,0.001151523,0.0001410942,0.002661699,0.1267081,0.09604603,0.002194741,0.007469211,0.08961064,0.000310778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972472,0.0004646074,0.002415801,0.002176338,0.00004075966,0.00008716466,0.0004153538,0.00003449947,0.02189341],"genre_scores_gemma":[0.9949365,0.0003020919,0.0009190781,0.00007862071,0.000006582888,0.0000335081,0.00009925149,0.000007100158,0.003617229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2632306,"threshold_uncertainty_score":0.5233969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781248508","doi":"10.1177/0143624417749454","title":"Dynamic modeling, adaptive control and energy performance simulation of a hybrid hydronic space heating system","year":2017,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Heat exchanger; Boiler (water heating); Piping; Heating system; Heat pump; Radiant heating; Temperature control; Controller (irrigation); Control system; PID controller; HVAC; Engineering; Environmental science; Control engineering; Computer science; Mechanical engineering; Air conditioning; Control (management); Materials science; Waste management","authors":[{"name":"Yiteng Ma","is_ca":true},{"name":"Mohammed Zaheeruddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008239988387998672,"gpt":0.2359472022884345,"spread":0.2277072139004358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002457996,0.0005234363,0.0006732261,0.000295906,0.0005194091,0.0007186757,0.0007481795,0.0009466071,0.003038764],"category_scores_gemma":[0.0002988119,0.0002940586,0.0005858645,0.0002347143,0.0004902656,0.0004268452,0.0004825755,0.0006645698,0.0003075011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006275029,"about_ca_system_score_gemma":0.000619536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01881174,"about_ca_topic_score_gemma":0.007334101,"domain_scores_codex":[0.9998876,0.00003134721,0.000006374351,0.00002178715,0.00002998198,0.00002287806],"domain_scores_gemma":[0.9998469,0.00006029672,0.00002507799,0.00001230679,0.00004494164,0.00001045853],"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":[0.0000368515,0.00001851099,0.0003762389,0.0000273402,0.00001097166,0.000055971,0.00003079129,0.9955356,0.002001574,0.0005793479,0.00007767884,0.001249202],"study_design_scores_gemma":[0.000007551295,0.00002333975,0.0001807109,0.000002044942,0.000003454772,0.000004451501,0.000008085573,0.9992148,0.0003265521,0.0000859783,0.0001402462,0.000002892641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6818134,0.0004629449,0.2839887,0.000339728,0.0000847559,0.000215763,0.0007505141,0.0009883557,0.03135586],"genre_scores_gemma":[0.9929229,0.00008760231,0.003294081,0.00001600915,0.000004405729,0.000139104,0.0001220074,0.00001583782,0.003398209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01881174,"threshold_uncertainty_score":0.03740448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013563384","doi":"10.1177/0143624414531588","title":"Fault tolerant control strategies for a high-rise building hot water heating system","year":2014,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Fault tolerance; Fault (geology); Actuator; Fault detection and isolation; Control system; Heating system; Engineering; Reliability engineering; Computer science; Control engineering; Control theory (sociology); Control (management); Real-time computing","authors":[{"name":"Lianzhong Li","is_ca":true},{"name":"Mohammed Zaheeruddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007104887435933209,"gpt":0.2412061023811169,"spread":0.2341012149451837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003839826,0.0005920155,0.0004108291,0.0003086663,0.0004266796,0.0005214248,0.0005737577,0.0005010702,0.001090496],"category_scores_gemma":[0.0006612297,0.000179871,0.0003488629,0.0001324564,0.0003730697,0.0003129588,0.0004054205,0.0004140137,0.00009562094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006243486,"about_ca_system_score_gemma":0.0005315307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008857555,"about_ca_topic_score_gemma":0.004666868,"domain_scores_codex":[0.999734,0.00005227668,0.00001438699,0.00005725853,0.00008972691,0.00005231633],"domain_scores_gemma":[0.9996672,0.0001158193,0.00009037846,0.00002505874,0.00008497788,0.0000166203],"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":[0.000193382,0.00006046905,0.00065711,0.0001029351,0.00002827481,0.0001655406,0.0001577241,0.9460572,0.02286372,0.001848273,0.000206431,0.02765893],"study_design_scores_gemma":[0.0000230872,0.0001785199,0.0003972626,0.000005124618,0.00001618431,0.00002796051,0.00001728284,0.9933343,0.005370372,0.00038278,0.0002411111,0.000006005397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3424388,0.0003904001,0.6514959,0.0002463963,0.00005936985,0.00014402,0.00006588599,0.0009183967,0.00424085],"genre_scores_gemma":[0.9946343,0.00002596507,0.00476643,0.00001044136,0.000002627436,0.00002029666,0.000009862083,0.000003004875,0.0005270143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008857555,"threshold_uncertainty_score":0.01761198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903844939","doi":"10.1177/0143624418822444","title":"A pilot study of radon levels in certified passive house buildings","year":2019,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Noise Effects and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Radon; Indoor air quality; Passive house; Environmental science; Overheating (electricity); Architectural engineering; Thermal comfort; Air quality index; Environmental quality; Ventilation (architecture); Environmental engineering; Civil engineering; Efficient energy use; Engineering; Meteorology; Geography; Mechanical engineering","authors":[{"name":"Barry McCarron","is_ca":false},{"name":"Xianhai Meng","is_ca":false},{"name":"Shane Colclough","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06325685908255076,"gpt":0.3971998166609854,"spread":0.3339429575784347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074507,0.0003780397,0.0003668561,0.0003861884,0.0009796951,0.000551494,0.0005431955,0.0007266582,0.002302041],"category_scores_gemma":[0.001356259,0.000327167,0.0004490011,0.0002170385,0.0006225876,0.0003847745,0.00060025,0.0008047536,0.0005667031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006913728,"about_ca_system_score_gemma":0.001037196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006923501,"about_ca_topic_score_gemma":0.01313093,"domain_scores_codex":[0.9991652,0.000318612,0.00003961809,0.0001679805,0.0001476867,0.0001609351],"domain_scores_gemma":[0.9987264,0.0002972847,0.000111933,0.0001396839,0.0004012683,0.0003234025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007176652,0.09397537,0.631121,0.0005770058,0.0001429036,0.005499125,0.07378787,0.0005847235,0.1197933,0.0007327867,0.001893415,0.06471577],"study_design_scores_gemma":[0.000419997,0.178174,0.756285,0.00004419421,0.00009477239,0.00149807,0.04470073,0.0006026263,0.01275135,0.0001653464,0.005192093,0.00007185343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991683,0.000006926142,0.0001017725,0.00001677119,0.000004427492,0.0001587809,0.00004936924,0.000003833367,0.0004899413],"genre_scores_gemma":[0.997086,0.00002677084,0.0005147452,0.00007363607,0.000007215877,0.0001695895,0.00008927936,0.00000352642,0.00202923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006923501,"threshold_uncertainty_score":0.01376641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389722300","doi":"10.1177/01436244231221254","title":"Heating and cooling supply estimation to control buildings temperature using resistor-capacitor thermal model, unscented kalman filter, and nonlinear least square method","year":2023,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Kalman filter; Temperature control; Resistor; Control theory (sociology); Nonlinear system; Water cooling; Engineering; Computer science; Control (management); Control engineering; Mechanical engineering; Voltage; Electrical engineering","authors":[{"name":"Vahid Zamani","is_ca":true},{"name":"Shaghayegh Abtahi","is_ca":true},{"name":"Yong Li","is_ca":true},{"name":"Yuxiang Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01486714056057604,"gpt":0.277317764845032,"spread":0.262450624284456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004738067,0.0007964499,0.0005592451,0.0002940241,0.000280184,0.0005910799,0.0005864705,0.0005449049,0.0006946272],"category_scores_gemma":[0.001359227,0.0003867445,0.0006528868,0.0003654358,0.0003100566,0.0008015377,0.000467683,0.0006446962,0.000257079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377578,"about_ca_system_score_gemma":0.0009210886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559636,"about_ca_topic_score_gemma":0.01099702,"domain_scores_codex":[0.999525,0.0001115229,0.00002707677,0.0001596006,0.0001469883,0.00002988867],"domain_scores_gemma":[0.9996277,0.0001370186,0.00006521546,0.00003467744,0.0001252065,0.00001016358],"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":[0.00006440545,0.00004917389,0.001400228,0.00012233,0.00004702087,0.00004913043,0.00009938335,0.9181647,0.01110612,0.002027833,0.0004704839,0.06639922],"study_design_scores_gemma":[0.000002701906,0.00001512516,0.000201026,0.000002354234,0.000005965059,0.000007039505,0.000004413544,0.9980593,0.001266306,0.0002021416,0.0002271601,0.000006422906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01566982,0.000151102,0.9827126,0.00006138325,0.00002693338,0.00002536383,0.00002520639,0.0003756617,0.0009519173],"genre_scores_gemma":[0.8248621,0.0004623701,0.1702244,0.00005565137,0.00004127053,0.0001271181,0.0001358749,0.00006389448,0.004027375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01559636,"threshold_uncertainty_score":0.03101116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058705005","doi":"10.1177/0143624411404752","title":"Revised heating degree days due to global warming for 15 major cities of South Korea","year":2011,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Global warming; Heating degree day; Environmental science; Climate change; Degree (music); Climatology; Consumption (sociology); Energy consumption; Geography; Meteorology; Engineering; Geology; Physics","authors":[{"name":"Sung Hwan Cho","is_ca":false},{"name":"Hyeong-Jung Kim","is_ca":false},{"name":"Mohammed Zaheeruddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03218229719050235,"gpt":0.2606914792908815,"spread":0.2285091821003791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005137353,0.0005767533,0.0002594854,0.001118703,0.0002259862,0.0006600432,0.0003572805,0.0001905948,0.001297406],"category_scores_gemma":[0.0009426887,0.0001902318,0.0006859393,0.001466139,0.0001450159,0.0005510684,0.0004548517,0.0002801955,0.0003211639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008458087,"about_ca_system_score_gemma":0.0004176821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01277997,"about_ca_topic_score_gemma":0.0206598,"domain_scores_codex":[0.9996336,0.00005895262,0.00005591607,0.00009378783,0.0001140714,0.00004371758],"domain_scores_gemma":[0.9992035,0.00008899141,0.00016179,0.0001304591,0.0003895758,0.00002568321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006064168,0.00009106569,0.769169,0.0009846869,0.0003972423,0.000447497,0.0008248477,0.1033137,0.02215039,0.001200953,0.0071862,0.093628],"study_design_scores_gemma":[0.00002872806,0.0001652183,0.9096041,0.00007803379,0.000249191,0.0002770963,0.00123073,0.0377971,0.02257163,0.0005429207,0.02734993,0.0001053227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709868,0.0005656889,0.009012129,0.00009500001,0.00008521855,0.00005803099,0.0137202,0.0003064281,0.005170512],"genre_scores_gemma":[0.9853609,0.0002627967,0.004731918,0.00002392676,0.000009639693,0.00004919993,0.00853432,0.00005755341,0.000969623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01277997,"threshold_uncertainty_score":0.02541119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411169691","doi":"10.1177/01436244251339726","title":"Deriving optimal direct load control sequences for HVAC systems of small commercial buildings","year":2025,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada; Carleton University","funders":"National Research Council Canada","keywords":"HVAC; Automotive engineering; Environmental science; Computer science; Control (management); Engineering; Control theory (sociology); Architectural engineering; Mechanical engineering; Air conditioning","authors":[{"name":"H. Burak Gunay","is_ca":true},{"name":"Hussein Elehwany","is_ca":true},{"name":"Brodie W. Hobson","is_ca":true},{"name":"Farid Bahiraei","is_ca":true},{"name":"Darwish Darwazeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01039303384298787,"gpt":0.2535428111006971,"spread":0.2431497772577092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003807286,0.0008287691,0.0005024406,0.0004499262,0.0003666297,0.0005096758,0.0004410282,0.0005465634,0.001393305],"category_scores_gemma":[0.001209435,0.0004156859,0.0004129851,0.000303567,0.000375856,0.0003721094,0.0003980131,0.0004984093,0.0001084298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227607,"about_ca_system_score_gemma":0.00139068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02477122,"about_ca_topic_score_gemma":0.02666497,"domain_scores_codex":[0.9998565,0.00003774873,0.000006734978,0.00002991772,0.00003361717,0.00003544093],"domain_scores_gemma":[0.999634,0.0001934849,0.00006363695,0.00001836769,0.00006287439,0.00002750118],"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":[0.00002528319,0.00002527953,0.000419962,0.00001969771,0.000005476777,0.00001784308,0.00001830514,0.9903786,0.001144237,0.0003101813,0.00006850083,0.00756655],"study_design_scores_gemma":[0.000007478941,0.00004395673,0.000245732,0.000002380404,0.000004727132,0.000004366774,0.0000229249,0.9986581,0.0006507885,0.0002427596,0.0001138709,0.000002922161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5983884,0.0002851059,0.3916289,0.0001436631,0.00002608526,0.0002147941,0.00016175,0.0003324232,0.008818832],"genre_scores_gemma":[0.9672453,0.00004405771,0.03181845,0.00001436955,0.000003212928,0.00005292005,0.00008323802,0.00002267449,0.0007157795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02477122,"threshold_uncertainty_score":0.04925406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308436166","doi":"10.1177/01436244221137846","title":"Prediction of mould growth rate within building envelopes: development and validation of an improved model","year":2022,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Relative humidity; Indoor air quality; Growth rate; Growth model; Humidity; Indoor air; Fungal growth; Air temperature; Meteorology; Environmental engineering; Mathematics; Biology; Geography; Botany","authors":[{"name":"Lingjie Zeng","is_ca":false},{"name":"Yuqing Chen","is_ca":false},{"name":"Mingyao Ma","is_ca":false},{"name":"Bowen Du","is_ca":true},{"name":"Jun Gao","is_ca":false},{"name":"Guoqing Cao","is_ca":false},{"name":"Jingguang Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0249894318064857,"gpt":0.2432718366736684,"spread":0.2182824048671827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005641553,0.000740914,0.0007644224,0.0007154534,0.0003763603,0.0007238329,0.001094631,0.001220018,0.0008231323],"category_scores_gemma":[0.001021459,0.0003867423,0.001116461,0.0004668946,0.000279602,0.0006394571,0.0005255781,0.0005548841,0.0003021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005973311,"about_ca_system_score_gemma":0.0008614169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02025851,"about_ca_topic_score_gemma":0.007991728,"domain_scores_codex":[0.9998153,0.00003226468,0.00001503536,0.00005744812,0.00004768266,0.00003227933],"domain_scores_gemma":[0.9995752,0.0002085796,0.00004698327,0.00003004049,0.0001198335,0.0000193005],"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":[0.00001978926,0.00003058552,0.001814894,0.0000304684,0.000009894586,0.00003685475,0.0000180899,0.988452,0.003455519,0.000173605,0.00005847292,0.005899685],"study_design_scores_gemma":[0.000001163883,0.000008011552,0.0002360641,0.000001311907,0.000002520365,0.000003658074,0.000002518361,0.999244,0.0004218914,0.00002684554,0.00005003135,0.000002008858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.451359,0.0005269584,0.5416136,0.0001209905,0.00006221479,0.000146203,0.0004164555,0.001280693,0.004473911],"genre_scores_gemma":[0.957286,0.0002642337,0.040501,0.00001662562,0.00001031745,0.0001317483,0.0002589092,0.00005637515,0.001474833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02025851,"threshold_uncertainty_score":0.04028118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010611447","doi":"10.1177/0143624408338321","title":"Fuzzy set-based uncertainty analysis of HVAC&R systems: a simulation study","year":2009,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"HVAC; Condenser (optics); Chilled water; Air conditioning; Control theory (sociology); Cooling load; Fuzzy logic; Uncertainty analysis; Refrigeration; Computer science; Environmental science; Engineering; Simulation; Mechanical engineering","authors":[{"name":"Min Ning","is_ca":true},{"name":"Mohammed Zaheeruddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02239416480436943,"gpt":0.3075377890779717,"spread":0.2851436242736023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315141,0.000509297,0.00068438,0.000709093,0.0004052426,0.0007433752,0.0005611596,0.0008417191,0.001294283],"category_scores_gemma":[0.002288305,0.0002267825,0.0009346143,0.0006643172,0.0004301622,0.0005790446,0.0003734341,0.0007060929,0.00008944337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008940912,"about_ca_system_score_gemma":0.0006563237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02473643,"about_ca_topic_score_gemma":0.006861315,"domain_scores_codex":[0.9996035,0.0001825628,0.00002387877,0.00004078486,0.00009916029,0.00005029505],"domain_scores_gemma":[0.9973938,0.001956207,0.000207748,0.00009587853,0.0003015843,0.00004482899],"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":[0.00001653705,0.00001324172,0.0005402922,0.00001352349,0.00001031463,0.00002684593,0.0000151189,0.9974788,0.0001702853,0.0006946192,0.00003709023,0.0009833046],"study_design_scores_gemma":[0.000002686384,0.00001087085,0.0001807391,0.000002100763,0.000003095965,0.00000463562,0.000007402658,0.9994411,0.0001317625,0.0001621558,0.00005148946,0.000001963564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647045,0.0006088665,0.1221332,0.0002875125,0.00002928273,0.0001048743,0.0004614583,0.0002599729,0.01141036],"genre_scores_gemma":[0.9937366,0.0001547582,0.005477309,0.00000994282,0.000004559684,0.00003365377,0.0001011132,0.000006317751,0.0004757321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02473643,"threshold_uncertainty_score":0.04918492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327732919","doi":"10.1177/0143624414527993","title":"Heating plant input–output efficiency in two cold-climate institutional buildings with condensing hot water boilers","year":2014,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Boiler (water heating); Efficient energy use; Environmental science; Process engineering; Engineering; Waste management","authors":[{"name":"Michael J. Gestwick","is_ca":true},{"name":"Alaaeldin Kandil","is_ca":false},{"name":"James A. Love","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007568306864331647,"gpt":0.2289159798290074,"spread":0.2213476729646758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924945,0.0006842724,0.000539972,0.0004243151,0.000556716,0.0004341678,0.0006420283,0.0004453929,0.001879198],"category_scores_gemma":[0.0008842153,0.0004141335,0.0006676694,0.0004705471,0.0006328117,0.0003950965,0.0005009123,0.0003834374,0.0002997661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061925,"about_ca_system_score_gemma":0.0003784883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00567083,"about_ca_topic_score_gemma":0.01048407,"domain_scores_codex":[0.9995791,0.0001344346,0.00002509685,0.00006430973,0.0001032868,0.00009371334],"domain_scores_gemma":[0.9992478,0.0003615961,0.00005332909,0.00009349093,0.0001157557,0.0001279625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009680952,0.002026754,0.1308325,0.0004452036,0.000325959,0.0006751291,0.0007786705,0.2034837,0.5973,0.0006008254,0.0005924581,0.05325786],"study_design_scores_gemma":[0.0004923342,0.00594515,0.3648656,0.00001276599,0.0003203154,0.0002790488,0.0005410975,0.1475919,0.4784647,0.0002523873,0.001091663,0.0001430161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990078,0.000006962411,0.0006418474,0.00000265908,0.000001034837,0.000007180784,0.00002828619,0.00002636052,0.0002779582],"genre_scores_gemma":[0.9988499,0.000008354305,0.0007789379,0.000001157823,9.54822e-7,0.000007789246,0.00004554343,0.00001009695,0.0002973393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00567083,"threshold_uncertainty_score":0.01127559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410566276","doi":"10.1177/01436244251339728","title":"Thermal comfort in lower economic groups: The applicability of the ASHRAE-55 adaptive standards in informal settlements and refugee camps","year":2025,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Engineering and Physical Sciences Research Council","keywords":"ASHRAE 90.1; Human settlement; Refugee; Thermal comfort; Informal settlements; Architectural engineering; Engineering; Environmental science; Geography; Economic growth; Economics; Waste management; Meteorology","authors":[{"name":"Dima Albadra","is_ca":false},{"name":"Abdulla Alnuaimi","is_ca":false},{"name":"Noorullah Kuchai","is_ca":false},{"name":"Alejandra Acevedo-De-los-Ríos","is_ca":false},{"name":"Daniel Rondinel-Oviedo","is_ca":true},{"name":"Sukumar Natarajan","is_ca":false},{"name":"David Coley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004837860848643426,"gpt":0.2481495290272837,"spread":0.2433116681786402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002960774,0.000254337,0.0003216416,0.0009577642,0.0007700811,0.002056735,0.0007899766,0.0004402802,0.002628262],"category_scores_gemma":[0.007675442,0.0001578751,0.0006215912,0.0008872096,0.002174702,0.00135577,0.002333345,0.0006811926,0.0001810728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540696,"about_ca_system_score_gemma":0.0007700631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01450628,"about_ca_topic_score_gemma":0.01454952,"domain_scores_codex":[0.9986091,0.0006526657,0.00006380068,0.00015631,0.000299352,0.000218689],"domain_scores_gemma":[0.9980552,0.0009830714,0.0003342009,0.000176879,0.0002973099,0.0001532965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003736501,0.0004077721,0.8053954,0.0001742917,0.0001214015,0.0005955964,0.02559364,0.02443095,0.001391276,0.05051856,0.0009823735,0.0900152],"study_design_scores_gemma":[0.00002946411,0.0006211182,0.8063454,0.0002049444,0.00005563589,0.0003191896,0.06774347,0.08720466,0.0007473084,0.03035009,0.006290598,0.0000880084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874604,0.0001360294,0.004480362,0.0003051365,0.00001200196,0.00003505225,0.00004793963,0.00000516819,0.00751792],"genre_scores_gemma":[0.9987527,0.00004497426,0.0008495713,0.00001522369,0.000003142146,0.0000192625,0.00001586536,0.000001331907,0.0002979402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01450628,"threshold_uncertainty_score":0.0288437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410376357","doi":"10.1177/01436244251339720","title":"Impact of soil freezing on the thermal performance of geothermal borehole heat exchangers across Canadian climates","year":2025,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Canada First Research Excellence Fund","keywords":"Borehole; Heat exchanger; Geothermal gradient; Environmental science; Geothermal heating; Thermal; Geothermal energy; Petroleum engineering; Geology; Geotechnical engineering; Meteorology; Engineering; Mechanical engineering; Geophysics; Geography","authors":[{"name":"Fatemeh Keramat","is_ca":true},{"name":"Lexuan Zhong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01287068364080887,"gpt":0.2848301449991288,"spread":0.2719594613583199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005199094,0.0004253184,0.0003087013,0.0005115209,0.002133394,0.001036779,0.0005699288,0.000224054,0.0008925007],"category_scores_gemma":[0.0009499038,0.0002248447,0.0004300237,0.0007640488,0.0009182824,0.000483254,0.000493841,0.0003016882,0.00008115594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123349,"about_ca_system_score_gemma":0.009197121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9371042,"about_ca_topic_score_gemma":0.9775473,"domain_scores_codex":[0.9993736,0.000034633,0.00001712118,0.00008549219,0.0002628462,0.0002262816],"domain_scores_gemma":[0.9995099,0.00005905533,0.00004227765,0.00002513844,0.0003098761,0.00005368778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001518852,0.0001965447,0.6267769,0.0003991416,0.0002338575,0.001061384,0.002588575,0.1094188,0.1578791,0.001736556,0.001544149,0.09664615],"study_design_scores_gemma":[0.00003013478,0.0002718262,0.9273914,0.00003523678,0.0001353846,0.0002352803,0.004187785,0.02910151,0.03484348,0.0001812391,0.003497329,0.00008941466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974315,0.00007714897,0.0005444528,0.00002324297,0.000002968143,0.00001133934,0.0001357375,0.0000271793,0.001746433],"genre_scores_gemma":[0.9991801,0.00006376408,0.0003165032,0.000006009831,4.357952e-7,0.000002525902,0.00007090322,0.000006849436,0.0003528802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06289583,"threshold_uncertainty_score":0.1265324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}