{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"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":"6171940583a5","filters":{"venue":"International Journal of Ventilation"}},"results":[{"id":"W2109289358","doi":"10.1080/14733315.2004.11683920","title":"Wind Driven Flow through Openings – A Review of Discharge Coefficients","year":2004,"lang":"en","type":"review","venue":"International Journal of Ventilation","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":115,"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":"Mechanics; Flow (mathematics); Environmental science; Discharge coefficient; Marine engineering; Meteorology; Engineering; Physics; Aerospace engineering","authors":[{"name":"Panagiota Karava","is_ca":true},{"name":"T. Stathopoulos","is_ca":true},{"name":"Andreas Athienitis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02080072977970391,"gpt":0.3212839958392583,"spread":0.3004832660595544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002085997,0.0002204569,0.0008953661,0.0002038591,0.00001629428,0.00003259363,0.000538987,0.0001232646,0.0002353403],"category_scores_gemma":[0.00008075683,0.0001776426,0.0005960808,0.0001539698,0.00002452669,0.0003384646,0.00003946205,0.0003133412,0.0000142856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239295,"about_ca_system_score_gemma":0.0001385487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001925686,"about_ca_topic_score_gemma":4.606582e-7,"domain_scores_codex":[0.9978762,0.00003808019,0.001187537,0.0001052509,0.0006814525,0.0001115023],"domain_scores_gemma":[0.9986703,0.00003832013,0.0007997343,0.0001209763,0.0003267572,0.00004396148],"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":[0.0000160034,0.00006221777,0.00000536413,0.0688167,0.001425786,0.00006964624,0.0003220524,0.02769268,0.00001319311,0.0003617178,0.00254221,0.8986724],"study_design_scores_gemma":[0.0002312155,0.00002828274,0.00000740462,0.1902035,0.0003426226,0.0002041127,0.000001806201,0.0003966865,0.00001992392,0.0001095673,0.8083078,0.0001471065],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001435271,0.9815516,0.01534095,0.00002287604,0.002279256,0.0002115588,0.00006499542,0.00001275246,0.0005015828],"genre_scores_gemma":[0.0008815031,0.9967787,0.001747972,0.00002156755,0.0003722914,0.000002225678,0.0001280178,0.0000348628,0.00003284881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8985253,"threshold_uncertainty_score":0.7244055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2498316344","doi":"10.1080/14733315.2003.11683670","title":"Air and Pollutant Transport from Attached Garages to Residential Living Spaces – Literature Review and Field Tests","year":2003,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Royal Society","keywords":"Indoor air quality; Engineering; Pollutant; Transport engineering; NIST; Architectural engineering; Civil engineering; Environmental engineering; Environmental science; Computer science","authors":[{"name":"Steven J. Emmerich","is_ca":false},{"name":"J Gorfain","is_ca":false},{"name":"Cynthia Howard-Reed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006768533249578104,"gpt":0.2597965479065078,"spread":0.2530280146569297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001804009,0.00006451493,0.0001082595,0.00004001043,0.00003945763,0.00003296827,0.00007225566,0.0000242805,0.0002407879],"category_scores_gemma":[0.0001331567,0.00005274274,0.00003632862,0.00005769296,0.00001796623,0.0002655037,0.00002619033,0.00007554227,0.000003891517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002253249,"about_ca_system_score_gemma":0.000004473914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001729182,"about_ca_topic_score_gemma":0.00003876603,"domain_scores_codex":[0.9993777,0.00002583325,0.0001991384,0.00009570464,0.0002428287,0.00005885449],"domain_scores_gemma":[0.9997156,0.00005641619,0.0001164184,0.00003425439,0.00002965646,0.00004759887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009432241,0.0001151422,0.9575235,0.00008606754,0.0001919613,0.0001890492,0.003268748,0.0002237286,0.01729709,0.00008822914,0.00481036,0.01611183],"study_design_scores_gemma":[0.0001536753,0.0000711594,0.9879474,0.001535682,0.0000549374,0.00008573702,0.00004739236,0.000008161857,0.002237079,0.0002879764,0.00748889,0.00008190274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860879,0.008899014,0.0006026928,0.003742421,0.0002608562,0.00006266388,0.000008929535,0.000003767006,0.0003317988],"genre_scores_gemma":[0.9946302,0.003601771,0.0008817565,0.0006385775,0.00009903757,7.185263e-7,0.000001219466,0.000003515645,0.0001431757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03042393,"threshold_uncertainty_score":0.2636458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2219525229","doi":"10.1080/14733315.2004.11683908","title":"Zonal Models for Indoor Air Flow - A Critical Review","year":2004,"lang":"en","type":"review","venue":"International Journal of Ventilation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":32,"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":"Computational fluid dynamics; Flow (mathematics); Mechanics; Airflow; Power law; Natural convection; Thermal; Convection; Environmental science; Meteorology; Thermodynamics; Physics; Mathematics","authors":[{"name":"E.J. Teshome","is_ca":true},{"name":"Fariborz Haghighat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05946830263001429,"gpt":0.3631667890877695,"spread":0.3036984864577552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004573377,0.0002133833,0.000714229,0.0001040853,0.00006130392,0.0000310324,0.0004699026,0.0001029086,0.0004439993],"category_scores_gemma":[0.0002491818,0.0001645694,0.0008143179,0.0001035091,0.00007788284,0.0004449323,0.0001163123,0.0002367178,0.00007760824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004678094,"about_ca_system_score_gemma":0.0001106743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000270444,"about_ca_topic_score_gemma":0.000001614364,"domain_scores_codex":[0.9979269,0.00004691015,0.0009270431,0.0001884486,0.0007560246,0.0001546739],"domain_scores_gemma":[0.998877,0.0001636698,0.0006416551,0.00008896824,0.0001552966,0.00007339284],"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":[0.00002470255,0.0001624408,0.000005202319,0.005164283,0.0002431629,0.00003264208,0.00003319961,0.001197538,5.473778e-7,0.000481055,0.008514486,0.9841408],"study_design_scores_gemma":[0.0002441962,0.00007532573,0.00001693355,0.05069773,0.0004769913,0.0002234493,0.000002185134,0.0002866917,0.000001149462,0.004022324,0.9437819,0.0001711739],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000123083,0.9765088,0.02066582,0.000684849,0.001340223,0.0003150261,0.00007634861,0.00000717286,0.0004005637],"genre_scores_gemma":[0.0001207155,0.9930016,0.005706247,0.0002118307,0.0007128443,0.0000290883,0.00005340738,0.00002244225,0.000141792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9839696,"threshold_uncertainty_score":0.6710945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2495616427","doi":"10.1080/14733315.2006.11683724","title":"Impact of Internal Pressure Coefficients on Wind-Driven Ventilation Analysis","year":2006,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":27,"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 Resources Canada; Natural Sciences and Engineering Research Council of Canada; University of Exeter","keywords":"Discharge coefficient; Internal pressure; Body orifice; Natural ventilation; Inflow; Ventilation (architecture); Mechanics; Airflow; Porosity; Inlet; Internal flow; Environmental science; Orifice plate; Materials science; Structural engineering; Engineering; Flow (mathematics); Physics; Mechanical engineering; Nozzle; Composite material","authors":[{"name":"Panagiota Karava","is_ca":true},{"name":"T. Stathopoulos","is_ca":true},{"name":"Andreas Athienitis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007076046597114426,"gpt":0.2729328907138405,"spread":0.2658568441167261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001826079,0.00009318216,0.000167152,0.0002599134,0.00003643147,0.00002961351,0.0002472978,0.00003772082,0.001196899],"category_scores_gemma":[0.00002985255,0.00007674829,0.0003952015,0.0002547681,0.00005271988,0.0002573633,0.00005643575,0.00009281548,0.00002425588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401058,"about_ca_system_score_gemma":0.00001123279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000149133,"about_ca_topic_score_gemma":0.00001738901,"domain_scores_codex":[0.9985284,0.0000328402,0.0004675183,0.0001128097,0.000763063,0.00009542619],"domain_scores_gemma":[0.9990827,0.00003284765,0.0006517079,0.00007746843,0.0001242549,0.00003096731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002142448,0.0002480316,0.5554152,0.00000114558,0.0005372979,0.000006002389,0.00008095451,0.435424,0.005480067,0.00002708655,0.0009701378,0.00159586],"study_design_scores_gemma":[0.0004193815,0.0001848093,0.9870231,0.00003882609,0.0002076808,0.000006840276,0.000008588729,0.008162998,0.002866603,0.0001127398,0.0009043183,0.00006418519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899747,0.00002825144,0.007541712,0.0000489971,0.0003817148,0.00004411336,0.000021863,0.000004798503,0.001953824],"genre_scores_gemma":[0.9992465,0.000004616032,0.0002269958,0.00001193962,0.0002120239,3.969854e-7,0.00001791197,0.000005906371,0.0002736875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4316078,"threshold_uncertainty_score":0.9997162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2476583124","doi":"10.1080/14733315.2005.11683930","title":"A Learning Machine Approach for Predicting Thermal Comfort Indices","year":2005,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":24,"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":"Support vector machine; Thermal comfort; Structural risk minimization; Artificial intelligence; Set (abstract data type); Machine learning; Engineering; Minification; Computer science","authors":[{"name":"Ahmed Megri","is_ca":false},{"name":"Issam El Naqa","is_ca":false},{"name":"Fariborz Haghighat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007460054760177894,"gpt":0.2286309441752438,"spread":0.221170889415066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002137578,0.00005980291,0.00007386047,0.0001379185,0.00003909412,0.00004006676,0.0001331913,0.00004174347,0.00002117523],"category_scores_gemma":[0.00001958749,0.00005763387,0.00006995803,0.00004419479,0.000006706021,0.0003621575,0.000009597642,0.0001272125,3.124442e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006110472,"about_ca_system_score_gemma":0.000009574444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001177601,"about_ca_topic_score_gemma":0.000001153516,"domain_scores_codex":[0.9994069,0.000008749835,0.0002657596,0.00004494438,0.0002042375,0.00006941618],"domain_scores_gemma":[0.9996439,0.00002476928,0.0001613437,0.00002731543,0.0001202035,0.0000224364],"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":[0.00004969294,0.00002529522,0.006352101,0.000006292584,0.00009068579,5.180314e-7,0.0001643033,0.9619932,0.0009350206,0.0001569538,0.00005154662,0.03017437],"study_design_scores_gemma":[0.0004293454,0.00004181156,0.002080749,0.00002696601,0.00001790698,0.00002747337,0.00002517032,0.9913719,0.002446214,0.00003483845,0.003440437,0.00005722598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4238382,0.0001818709,0.5742508,0.00004937601,0.0004827534,0.00004850295,0.000002830114,0.00005006775,0.001095649],"genre_scores_gemma":[0.9726006,0.00002868926,0.02655619,0.00001789277,0.0006628818,0.00000385823,0.00004739014,0.000014082,0.00006836061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5487625,"threshold_uncertainty_score":0.2350241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2505520745","doi":"10.1080/14733315.2002.11683629","title":"Modelling of a Hybrid-Ventilated Building – Using ESP-r","year":2002,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":13,"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":"Ventilation (architecture); Building model; Airflow; Natural ventilation; Wind speed; Hybrid system; Building science; Thermal; Thermal comfort; Simulation; Computer science; Architectural engineering; Engineering; Environmental science; Marine engineering; Meteorology; Mechanical engineering","authors":[{"name":"Young Hun Jeong","is_ca":true},{"name":"Fariborz Haghighat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03699183917416012,"gpt":0.2361423386222799,"spread":0.1991504994481198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001224863,0.000069611,0.0001106534,0.0002685436,0.00001939901,0.00002463523,0.0001513615,0.00002997692,0.0000972751],"category_scores_gemma":[0.00001022053,0.00007479615,0.0000964841,0.000103057,0.00001051149,0.0003529042,0.00001203629,0.00009361697,6.379704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007529437,"about_ca_system_score_gemma":0.000006304375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003887465,"about_ca_topic_score_gemma":1.872562e-7,"domain_scores_codex":[0.9991515,0.00001007701,0.0004239705,0.00004933221,0.0002924759,0.00007267934],"domain_scores_gemma":[0.9994116,0.00001613533,0.0002380253,0.00005210081,0.000256285,0.00002589853],"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":[0.00001775073,0.00002905241,0.0001672943,0.000007259984,0.00009845482,0.000009303263,0.00005129513,0.9884088,0.008830208,0.0003054164,0.00005203937,0.002023137],"study_design_scores_gemma":[0.0001970535,0.00001426805,0.00002110044,0.0001272349,0.00002377041,0.00008803071,0.000005018961,0.9635316,0.03523649,0.0004303021,0.0002654724,0.000059723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5011055,0.0002049933,0.4979022,0.00001035317,0.0006472383,0.00001393002,0.000001448348,0.00001428428,0.0001000855],"genre_scores_gemma":[0.9795673,0.0001160069,0.02012522,0.000005194545,0.0001484901,3.086842e-7,0.000003268458,0.00001469226,0.00001948257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4784618,"threshold_uncertainty_score":0.3050098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2502642970","doi":"10.1080/14733315.2002.11683617","title":"Tracer Gas Measurements for Ventilation, Air Movement and Air Infiltration in a Four-Sided Atrium Office Building","year":2002,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":11,"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","funders":"Natural Resources Canada; Hydro-Québec","keywords":"TRACER; HVAC; Atrium (architecture); Environmental science; Airflow; Infiltration (HVAC); Ventilation (architecture); Air change; Air movement; Engineering; Meteorology; Geology; Atmospheric sciences; Air conditioning; Mechanical engineering","authors":[{"name":"James T. Reardon","is_ca":true},{"name":"Morad R. Atif","is_ca":true},{"name":"Shaw Chia-yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02834665458939775,"gpt":0.2440600118499289,"spread":0.2157133572605312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003353186,0.0001029813,0.0001201166,0.0003273401,0.00003715159,0.00003833657,0.0001088885,0.00006574774,0.00003873514],"category_scores_gemma":[0.0000685216,0.0001136896,0.00007092118,0.0001208672,0.000009283998,0.0005815102,0.00001029844,0.00009876597,6.745642e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179414,"about_ca_system_score_gemma":0.00001037959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005894392,"about_ca_topic_score_gemma":0.00002097651,"domain_scores_codex":[0.9988984,0.0000188426,0.0005032454,0.00009548055,0.0003756718,0.0001083101],"domain_scores_gemma":[0.9993393,0.00004749241,0.0002209062,0.00005467668,0.0003014726,0.00003619274],"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":[0.0001207333,0.0000583878,0.005312207,0.00001769231,0.00009639809,0.000003141467,0.0001729466,0.9671235,0.01708533,0.0003471323,0.0003478634,0.009314688],"study_design_scores_gemma":[0.00291747,0.0001157013,0.1183744,0.0004015158,0.00007010349,0.00005152856,0.00004006158,0.8262088,0.0476374,0.00210666,0.00178169,0.0002946822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.788673,0.0003219517,0.209129,0.0003187129,0.001178703,0.0001716574,0.000004604706,0.00003347544,0.0001688684],"genre_scores_gemma":[0.9925055,0.0001040046,0.007002108,0.00006114515,0.0002519025,0.0000105523,0.00001500791,0.00001773567,0.00003205291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2038324,"threshold_uncertainty_score":0.4636125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3040071492","doi":"10.1080/14733315.2020.1777009","title":"Performance of an advanced heat recovery ventilation system in the Canadian Arctic","year":2020,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Environmental science; Ventilation (architecture); Energy recovery ventilation; Peak demand; Heat recovery ventilation; Electricity; Arctic; Meteorology; Engineering; Automotive engineering; Air conditioning; HVAC; Mechanical engineering; Electrical engineering; Heat exchanger","authors":[{"name":"Justin Berquist","is_ca":true},{"name":"Carsen Banister","is_ca":true},{"name":"Dennis Krys","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009989004821176211,"gpt":0.22279021155004,"spread":0.2128012067288638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003858024,0.00005347204,0.00008374474,0.00009237932,0.00003734155,0.00003407605,0.0002465179,0.00003178734,0.0001123001],"category_scores_gemma":[0.00004681936,0.00004546635,0.0000452005,0.0001275801,0.00003027794,0.0007427321,0.00001557422,0.00007865528,0.00001994626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004814309,"about_ca_system_score_gemma":0.00004110942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003816395,"about_ca_topic_score_gemma":0.01004322,"domain_scores_codex":[0.9989614,0.0000591868,0.0003797541,0.00007616873,0.0004502562,0.00007319028],"domain_scores_gemma":[0.9995507,0.0000157237,0.0002545249,0.00006032284,0.0000694495,0.00004926926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033357,0.00006479523,0.7893836,0.00003872974,0.00003439263,0.00003447265,0.001457109,0.1489495,0.04142509,0.0001638765,0.00004500997,0.01737014],"study_design_scores_gemma":[0.0003631779,0.000206858,0.9768641,0.00009286152,0.0000126186,0.0001282844,0.0001712887,0.01499732,0.006478924,0.00004599074,0.0005841168,0.00005447218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983507,0.000007049475,0.000114389,0.0003105472,0.0008261232,0.00008576422,0.000004033029,0.000003329697,0.0002980509],"genre_scores_gemma":[0.999262,0.000005117993,0.0005017076,0.00007095766,0.000140922,0.000001562646,0.00001123261,0.000004758765,0.000001695034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874805,"threshold_uncertainty_score":0.5769273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2252691131","doi":"10.1080/14733315.2013.11684017","title":"Acoustical and Airflow Performance of Interior Natural Ventilation Openings and Silencers - Optimisation and Application","year":2013,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Acoustic Wave Phenomena Research","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":"University of British Columbia","funders":"","keywords":"Airflow; Natural ventilation; Engineering; Metric (unit); Ventilation (architecture); Performance metric; Silencer; Computer science; Marine engineering; Mechanical engineering; Operations management","authors":[{"name":"Chris Bibby","is_ca":true},{"name":"Murray Hodgson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005455142545059796,"gpt":0.236901212731506,"spread":0.2314460701864462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002180271,0.00007688464,0.000112734,0.0001895882,0.00002631444,0.00006652202,0.00008979126,0.00004121073,0.00002922029],"category_scores_gemma":[0.00005321139,0.00007427076,0.00001976811,0.00005522854,0.00007163494,0.0007157646,0.00004342514,0.0001349529,0.00000186873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007379253,"about_ca_system_score_gemma":0.00001281735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007844588,"about_ca_topic_score_gemma":6.449293e-7,"domain_scores_codex":[0.9991831,0.00001319891,0.0003375358,0.00008257043,0.0003042369,0.0000794131],"domain_scores_gemma":[0.9993606,0.00005652308,0.0001553597,0.00004406553,0.0003319045,0.00005150577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003340638,0.00002342231,0.02718803,0.0002282105,0.000191025,0.000002636943,0.001187448,0.01982182,0.6841079,0.0001934853,0.000151714,0.2665702],"study_design_scores_gemma":[0.0004108166,0.00009096611,0.1925211,0.0001144527,0.00002250556,0.00006396497,0.0001098267,0.7975144,0.008783688,0.0002597156,0.00003433169,0.00007419203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553697,0.0002634257,0.04385915,0.00009204702,0.000219212,0.0001350047,0.000002407078,0.000009477953,0.00004960754],"genre_scores_gemma":[0.9949933,0.0002537463,0.004605619,0.000007567099,0.00009879846,0.000005848471,0.00000799741,0.00001010351,0.00001698038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7776926,"threshold_uncertainty_score":0.3028674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2261076170","doi":"10.1080/14733315.2015.11684065","title":"A Comparative Study of Leakage Characteristics between an Under Floor Air Distribution System and an Over Head Air Distribution System","year":2015,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Fire dynamics and safety research","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":"Leakage (economics); Head (geology); Distribution (mathematics); Environmental science; Engineering; Automotive engineering; Geology; Mathematics; Geomorphology","authors":[{"name":"Rupesh Iyengar","is_ca":false},{"name":"Chandra Sekhar","is_ca":false},{"name":"Arash Soleimani Karimabad","is_ca":true},{"name":"Fariborz Haghighat","is_ca":true},{"name":"Kenny Q. Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04297357094335425,"gpt":0.3387699124989351,"spread":0.2957963415555809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006437247,0.0001153602,0.0002822148,0.000106089,0.00004219386,0.00005728046,0.0002004032,0.0000655023,0.000001795255],"category_scores_gemma":[0.00001711055,0.000110615,0.00004684741,0.0001004093,0.00002525863,0.0005303483,0.00003482038,0.0001740617,0.000002146163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006127235,"about_ca_system_score_gemma":0.00004158571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005512581,"about_ca_topic_score_gemma":0.00004230942,"domain_scores_codex":[0.9983373,0.0001106514,0.0006001684,0.0001068911,0.0007335636,0.0001113906],"domain_scores_gemma":[0.9986522,0.0000296126,0.0002921222,0.0001015718,0.0007939106,0.0001305454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004320952,0.004069912,0.5503938,0.001181991,0.003934132,0.0002980069,0.0140027,0.3747583,0.009081782,0.02025127,0.0005736612,0.01713347],"study_design_scores_gemma":[0.001052184,0.0005100945,0.7242883,0.0001804439,0.00005034836,0.00003784936,0.002229873,0.2712888,0.0001821906,0.00003063853,0.0000560309,0.00009321425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937875,0.00002890828,0.06087877,0.00002173559,0.0005182224,0.0001625619,0.0004596646,0.00002881934,0.00002634461],"genre_scores_gemma":[0.9987148,0.000003535891,0.00004361437,0.000001237409,0.0003336532,0.000002998723,0.0008845644,0.00001191828,0.000003688605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738945,"threshold_uncertainty_score":0.4510747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394786031","doi":"10.1080/14733315.2024.2333669","title":"Compartmentalization and ventilation system impacts on air and contaminant transport for multifamily buildings","year":2024,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Lawrence Berkeley National Laboratory; Natural Sciences and Engineering Research Council of Canada; Universidad de Valladolid; University of Toronto; U.S. Department of Energy","keywords":"ASHRAE 90.1; Ventilation (architecture); Environmental science; Indoor air quality; Apartment; Work (physics); Engineering; Architectural engineering; Current (fluid); Natural ventilation; Environmental engineering; Civil engineering; Meteorology; Mechanical engineering","authors":[{"name":"Iain S. Walker","is_ca":false},{"name":"Brennan Less","is_ca":false},{"name":"Cara H. Lozinsky","is_ca":true},{"name":"David M. Lorenzetti","is_ca":false},{"name":"Núria Casquero-Modrego","is_ca":false},{"name":"Michael D. Sohn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007124628433427809,"gpt":0.2378767986242981,"spread":0.2307521701908703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697372,0.00008480103,0.0001009481,0.0002143367,0.00003401976,0.00005409929,0.00004748331,0.00004789937,0.000002449626],"category_scores_gemma":[0.000006520017,0.00008028004,0.00004873473,0.00005517919,0.00001206155,0.0003485731,0.000004235349,0.00005881672,3.181248e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176353,"about_ca_system_score_gemma":0.00001089612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002387005,"about_ca_topic_score_gemma":0.000002482131,"domain_scores_codex":[0.9993761,0.000007298272,0.0002895568,0.00008171018,0.0001805921,0.00006477521],"domain_scores_gemma":[0.999707,0.00003914825,0.00008218295,0.00002946413,0.0001068904,0.00003526264],"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":[0.0004515896,0.00005677471,0.004872248,0.0004893184,0.000392558,0.00002816186,0.0006764454,0.9363211,0.01218755,0.01817899,0.0004030219,0.02594219],"study_design_scores_gemma":[0.000950945,0.0001777214,0.03152062,0.001258505,0.0001021099,0.0001533077,0.00008821043,0.9426419,0.0158212,0.0002335486,0.006892463,0.0001595318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7030141,0.0006079031,0.2946897,0.00005924692,0.00140555,0.0001003615,0.00001535403,0.00005837166,0.00004945322],"genre_scores_gemma":[0.9980124,0.000191459,0.00150459,0.00001577505,0.0001758488,0.000005042808,0.00006028944,0.00001740168,0.00001723162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2949983,"threshold_uncertainty_score":0.3273725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W579739242","doi":"10.1080/14733315.2007.11683772","title":"Impact of Occupant Modelling on the Prediction of Airflow around Occupants in a Ventilated Room","year":2007,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Public Works and Government Services Canada","keywords":"Airflow; Computational fluid dynamics; Thermal comfort; Simulation; Computation; Ventilation (architecture); Computer science; Environmental science; Mechanical engineering; Engineering; Aerospace engineering; Meteorology; Physics","authors":[{"name":"Alireza Shakeri","is_ca":true},{"name":"Ali Dolatabadi","is_ca":true},{"name":"Fariborz Haghighat","is_ca":true},{"name":"Taghi Karimipanah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04081118063589464,"gpt":0.3412956309705574,"spread":0.3004844503346628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063303,0.00009699882,0.0002333508,0.0006509917,0.00002240117,0.00001194449,0.0001017131,0.0000797232,0.00007701813],"category_scores_gemma":[0.0001165145,0.00006795358,0.0003208367,0.0002352107,0.00002630316,0.0002222478,0.00001049388,0.0002204855,0.000002493515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496958,"about_ca_system_score_gemma":0.0001124535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000057095,"about_ca_topic_score_gemma":0.000008259708,"domain_scores_codex":[0.9981198,0.00004005574,0.0009723357,0.00008871261,0.0006673099,0.0001117621],"domain_scores_gemma":[0.9978446,0.0001274842,0.0009581519,0.00009986138,0.0009289614,0.00004088112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0097176,0.001101882,0.7448425,0.00002442851,0.0006039223,0.00003678,0.0004392733,0.194755,0.0422398,0.0004289613,0.0001002783,0.005709553],"study_design_scores_gemma":[0.001537071,0.0007602049,0.8036674,0.0005518819,0.00008051014,0.00009605185,0.00005758662,0.1775533,0.01526294,0.0003373096,0.00005001794,0.00004564374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106041,0.00004200246,0.08830639,0.00007649192,0.000574821,0.0001632918,0.00001297627,0.000005236706,0.0002146964],"genre_scores_gemma":[0.9994207,0.00002574161,0.0002003835,0.00002143008,0.0002740558,9.348965e-7,0.00002180719,0.000009046375,0.0000258829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08881663,"threshold_uncertainty_score":0.2771066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741010747","doi":"10.1080/14733315.2017.1351735","title":"Applicability of flow-rate-independent discharge coefficients in purpose-provided, interior natural-ventilation openings","year":2017,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Wind and Air Flow Studies","field":"Environmental Science","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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airflow; Discharge coefficient; Natural ventilation; Ventilation (architecture); Mechanics; Flow (mathematics); Volumetric flow rate; Reynolds number; Environmental science; Simulation; Engineering; Turbulence; Mechanical engineering; Physics","authors":[{"name":"Chris Bibby","is_ca":true},{"name":"Murray Hodgson","is_ca":true},{"name":"Vivek Vasudevan Shankar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01150779861809448,"gpt":0.2790053096863285,"spread":0.2674975110682341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007507754,0.0001104639,0.0002031303,0.0001027834,0.0001058536,0.0001007768,0.0006476883,0.00004566613,0.000301074],"category_scores_gemma":[0.0002323437,0.00009505219,0.0001356231,0.00005707945,0.000103907,0.0008712827,0.0003050265,0.0001727441,0.00003182564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231734,"about_ca_system_score_gemma":0.00001576078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000869599,"about_ca_topic_score_gemma":0.0001165432,"domain_scores_codex":[0.9983883,0.00004356588,0.0006316323,0.0001780929,0.000631386,0.0001270491],"domain_scores_gemma":[0.9986864,0.00003427729,0.000942168,0.0001769151,0.000118284,0.00004191116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009239631,0.0003714162,0.8184852,0.000021469,0.00009245982,0.00002952601,0.001198096,0.003295228,0.1093411,0.0001251962,0.0003842148,0.06573211],"study_design_scores_gemma":[0.001010697,0.00006637209,0.9717379,0.0001621945,0.00001586278,0.0000130925,0.00009556687,0.005304123,0.01946916,0.0004185155,0.001598451,0.0001080817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933705,0.00003216013,0.004084556,0.0004511233,0.001272458,0.000174773,0.00001001601,0.000004454695,0.0006000102],"genre_scores_gemma":[0.9989548,0.00001420889,0.0006591197,0.0000240859,0.0001146966,0.000004329658,0.000007683682,0.000007630777,0.0002134578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1532527,"threshold_uncertainty_score":0.3876116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2490820986","doi":"10.1080/14733315.2010.11683868","title":"Casthouse Ventilation Design for the Production of Air-Cooled Aluminium Sows","year":2010,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Aluminerie Alouette (Canada); Hatch (Canada)","funders":"","keywords":"Aluminium; Ventilation (architecture); Production (economics); Environmental science; Engineering; Mechanical engineering; Materials science; Metallurgy","authors":[{"name":"Tom Plikas","is_ca":true},{"name":"Tony Cesta","is_ca":true},{"name":"Lowy Gunnewiek","is_ca":true},{"name":"Jean Vanasse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0196917740114788,"gpt":0.266956175416546,"spread":0.2472644014050672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005344616,0.00007736296,0.0001016817,0.0001682467,0.00003980702,0.00002476801,0.0001810477,0.00006565762,0.00002554012],"category_scores_gemma":[0.0002030159,0.00006356705,0.0001092903,0.00009774482,0.00002543977,0.0003662058,0.00000868914,0.0001399441,0.00000242709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003728012,"about_ca_system_score_gemma":0.00003627154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002379201,"about_ca_topic_score_gemma":0.00001175216,"domain_scores_codex":[0.9990848,0.00001903662,0.0004354961,0.00006553999,0.0003177512,0.00007733965],"domain_scores_gemma":[0.9987811,0.00012199,0.0003146385,0.00009821545,0.0006615222,0.00002256219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007023166,0.0001422783,0.002146371,0.00005578893,0.0003869048,0.000002996745,0.000689309,0.4378681,0.4993305,0.001413578,0.003939545,0.0533223],"study_design_scores_gemma":[0.001073544,0.0001808219,0.09178801,0.0001603006,0.0002289945,0.0001699659,0.0001171915,0.1836257,0.7030728,0.001850399,0.01751659,0.0002156086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4840985,0.0001627536,0.5076001,0.0003288531,0.007415909,0.0002956757,0.000006201602,0.00002869998,0.00006329075],"genre_scores_gemma":[0.9948016,0.00007809226,0.004202717,0.00001061465,0.0008215391,0.000007637601,0.00001227418,0.00001888636,0.00004663484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5107031,"threshold_uncertainty_score":0.2592189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2485422310","doi":"10.1080/14733315.2012.11683957","title":"Impact of Room Supply Register Location on Predicted Thermal Comfort and IAQ","year":2012,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"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","funders":"Natural Resources Canada; National Research Council Canada; Australian Government","keywords":"Glazing; Duct (anatomy); Thermal comfort; Indoor air quality; Thermal; Architectural engineering; Room air distribution; Environmental science; Air change; Engineering; Window (computing); Operative temperature; Automotive engineering; Simulation; Mechanical engineering; Civil engineering; Meteorology; Computer science; Environmental engineering; Ventilation (architecture)","authors":[{"name":"Boualem Ouazia","is_ca":true},{"name":"Iain Macdonald","is_ca":true},{"name":"Alexandra E. Thompson","is_ca":true},{"name":"Daniel Booth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00895688297198793,"gpt":0.2535976050236629,"spread":0.2446407220516749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001368936,0.00006259469,0.00008103356,0.000153664,0.00001379784,0.00001593216,0.0000779996,0.0000453191,0.00004135622],"category_scores_gemma":[0.00001599909,0.00005414725,0.00005678127,0.00006141961,0.0000109706,0.0004001099,0.000008233986,0.00007759861,4.393623e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007803247,"about_ca_system_score_gemma":0.00001343772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005067489,"about_ca_topic_score_gemma":7.278996e-7,"domain_scores_codex":[0.999407,0.0000122646,0.0002588913,0.0000326058,0.0002223799,0.00006688198],"domain_scores_gemma":[0.9995475,0.00002109281,0.00016926,0.00004970962,0.0001761867,0.00003629364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001586603,0.00007719849,0.1285683,0.000007941887,0.0001717769,8.399672e-7,0.0002027212,0.860833,0.002688815,0.0004514807,0.0003132471,0.006525992],"study_design_scores_gemma":[0.0005608856,0.0001546588,0.9074431,0.0001477801,0.00003077395,0.00004989181,0.00001084887,0.08674733,0.004439147,0.00009159713,0.0002425735,0.00008140938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768462,0.0001473967,0.02196865,0.00002396538,0.0006166739,0.00003088746,0.000005615051,0.00001415488,0.0003464098],"genre_scores_gemma":[0.9990948,0.00004603415,0.0005358399,0.000008683808,0.0002527386,9.049753e-7,0.00002683907,0.00001002503,0.00002408541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7788748,"threshold_uncertainty_score":0.2208061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2483672027","doi":"10.1080/14733315.2012.11683969","title":"Field Study Assessment of the Performance of Displacement Air Distribution in a Canadian School during the Heating Season","year":2012,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada; National Research Council Canada","funders":"Natural Resources Canada; Australian Government","keywords":"Displacement ventilation; ASHRAE 90.1; Ventilation (architecture); Environmental science; Displacement (psychology); Natural ventilation; Engineering; Thermal comfort; Meteorology; Marine engineering; Mechanical engineering; Geography","authors":[{"name":"Boualem Ouazia","is_ca":true},{"name":"Iain Macdonald","is_ca":true},{"name":"Michel Tardif","is_ca":true},{"name":"Alexandra E. Thompson","is_ca":true},{"name":"Daniel Booth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004507470032348732,"gpt":0.2474651197049394,"spread":0.2429576496725907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244491,0.00003975389,0.00005657697,0.00006437324,0.0000303536,0.000007167016,0.0001331046,0.00001935822,0.00001742266],"category_scores_gemma":[0.00002570009,0.00002786202,0.00003491962,0.00009339301,0.00000549663,0.0002101655,0.00001522372,0.000107069,6.649036e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276472,"about_ca_system_score_gemma":0.00004396634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043425,"about_ca_topic_score_gemma":0.001886423,"domain_scores_codex":[0.9993706,0.0000238145,0.0002655194,0.00002345599,0.0002424461,0.00007410352],"domain_scores_gemma":[0.999663,0.00001983396,0.0001470553,0.00005467191,0.00008995015,0.00002547689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001129043,0.00002865843,0.5364799,0.000006178712,0.00002226765,1.304684e-7,0.00008682924,0.4628785,0.000258366,0.00006647847,0.000006283913,0.000155143],"study_design_scores_gemma":[0.0001952427,0.00003241344,0.8833744,0.0001055214,0.000008574812,0.000004057666,0.00007295517,0.1124548,0.003693611,0.000003284924,0.0000317129,0.00002341473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974098,0.00003613196,0.001803021,0.00006984819,0.0005371362,0.00007049275,0.00000315115,0.000002180419,0.00006824157],"genre_scores_gemma":[0.9998146,0.00001143314,0.00007530878,0.000006126836,0.00007453124,0.000002950997,0.00000383039,0.000003447322,0.000007719169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3504237,"threshold_uncertainty_score":0.1577353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2592163225","doi":"10.1080/14733315.2017.1299512","title":"Celebrating 30 years of conference series on industrial ventilation-health, comfort and efficiency","year":2017,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","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":"Ventilation (architecture); Series (stratigraphy); Architectural engineering; Engineering; Environmental science; Aeronautics; Mechanical engineering; Geology","authors":[{"name":"Xu Zhang","is_ca":false},{"name":"Aimo Taipale","is_ca":false},{"name":"Xianting Li","is_ca":false},{"name":"Guangyu Cao","is_ca":false},{"name":"Jun Gao","is_ca":false},{"name":"Wei Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02768901738339201,"gpt":0.271055592692325,"spread":0.243366575308933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002087629,0.00005510217,0.0001078471,0.0001135102,0.00007000297,0.00007740067,0.0001709348,0.00004777951,0.00003046448],"category_scores_gemma":[0.00006106895,0.00005987312,0.00003628611,0.00002379429,0.00003310358,0.0003701306,0.0000191116,0.0001116147,4.36305e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003810113,"about_ca_system_score_gemma":0.00003742544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006723566,"about_ca_topic_score_gemma":0.000003643681,"domain_scores_codex":[0.9992914,0.00001137223,0.0003296634,0.00005121451,0.0002573973,0.0000590194],"domain_scores_gemma":[0.9992808,0.00002071494,0.0004543391,0.00007772606,0.0001383212,0.00002816461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002279891,0.00009109869,0.01510359,0.00003050071,0.0001593823,0.00001043229,0.0006689837,0.815775,0.003457566,0.01134297,0.0003582198,0.1527743],"study_design_scores_gemma":[0.005896575,0.001394958,0.4952537,0.002850736,0.0001004194,0.0002108311,0.0003226787,0.3858888,0.09463245,0.005618243,0.007077746,0.000752833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752247,0.00006024235,0.02260058,0.0001298635,0.001482674,0.00004619683,0.000006195416,0.00001349127,0.0004360242],"genre_scores_gemma":[0.9988728,0.00007265481,0.0008264816,0.000009351639,0.0001809743,6.880811e-7,0.000007584343,0.000007087766,0.0000223993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4801502,"threshold_uncertainty_score":0.2441555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413859834","doi":"10.1080/14733315.2025.2550854","title":"The impact of simplified window and exhaust fan assumptions on indoor air quality in multifamily buildings","year":2025,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; Carleton University","funders":"U.S. Department of Energy","keywords":"Indoor air quality; Window (computing); Air quality index; Architectural engineering; Automotive engineering; Environmental science; Quality (philosophy); Engineering; Computer science; Meteorology; Environmental engineering; Physics","authors":[{"name":"Cara H. Lozinsky","is_ca":true},{"name":"Núria Casquero-Modrego","is_ca":false},{"name":"Iain S. Walker","is_ca":false},{"name":"Brennan Less","is_ca":false},{"name":"Quinn P. Graessle","is_ca":false},{"name":"Michael D. Sohn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.011756795236644,"gpt":0.3213568742803022,"spread":0.3096000790436582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003113275,0.00006427873,0.00009913681,0.0002409887,0.00003244693,0.00002794655,0.0001319694,0.00004721136,0.000004659459],"category_scores_gemma":[0.00007199543,0.00004980034,0.00007386408,0.0001216693,0.00002151874,0.0001612518,0.00001511055,0.0001350612,1.879037e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301859,"about_ca_system_score_gemma":0.00002608444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004132272,"about_ca_topic_score_gemma":0.00002215779,"domain_scores_codex":[0.9993035,0.00002442624,0.0003876204,0.00004978139,0.0001721369,0.00006251497],"domain_scores_gemma":[0.9994777,0.0001287609,0.0001629222,0.0000585373,0.0001550102,0.00001708312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001754911,0.00004900011,0.03724701,0.000006091089,0.0001305245,0.000001152755,0.00007626506,0.9410653,0.006266083,0.003335474,0.0001281941,0.0115194],"study_design_scores_gemma":[0.0007976781,0.00004740919,0.9416947,0.000175606,0.00001071304,0.000004931655,0.00004077138,0.05026007,0.005031635,0.001677954,0.0001957698,0.00006274554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793616,0.0001042822,0.0196255,0.0001213948,0.0004131321,0.00004486095,0.00000476297,0.000009928175,0.000314558],"genre_scores_gemma":[0.9994223,0.0001286743,0.0003493606,0.00001467167,0.00004348746,0.000001855318,0.0000053528,0.000005172134,0.00002909944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9044477,"threshold_uncertainty_score":0.2030799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413253519","doi":"10.1080/14733315.2025.2537539","title":"Study on the flow field characteristics and pressure rise of mobile fans in longitudinally ventilated tunnels","year":2025,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Transportation of Ontario","funders":"Fundamental Research Funds for Central Universities of the Central South University; Sichuan Province Science and Technology Support Program; Hunan Provincial Innovation Foundation for Postgraduate; National Natural Science Foundation of China","keywords":"Flow (mathematics); Engineering; Environmental science; Aerospace engineering; Marine engineering; Mechanics; Physics","authors":[{"name":"Yuchun Zhang","is_ca":true},{"name":"L. Liu","is_ca":false},{"name":"Keran Li","is_ca":false},{"name":"Zihao Liu","is_ca":false},{"name":"Tao Chen","is_ca":false},{"name":"Haowen Tao","is_ca":false},{"name":"Hao Bai","is_ca":false},{"name":"Zhiyong Liao","is_ca":false},{"name":"Tao Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01053412177955335,"gpt":0.2869895311895324,"spread":0.276455409409979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003270569,0.00005250426,0.0001080305,0.0001867239,0.0000141935,0.00002866362,0.0001599227,0.00003135878,0.00002502731],"category_scores_gemma":[0.00006940921,0.00004154148,0.00003952418,0.00009497025,0.0000114151,0.00007080811,0.00002653725,0.0001773706,6.207106e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002707336,"about_ca_system_score_gemma":0.00001610519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004677888,"about_ca_topic_score_gemma":0.000008779958,"domain_scores_codex":[0.9993052,0.00002646827,0.0003263477,0.00004787941,0.0002394566,0.00005466253],"domain_scores_gemma":[0.9995426,0.0001173682,0.0000832782,0.00006158069,0.0001825493,0.00001264676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001357701,0.001308198,0.6752186,0.0001454219,0.001757095,0.0001963437,0.00374025,0.2357963,0.0100597,0.001868001,0.0007815313,0.06777084],"study_design_scores_gemma":[0.0004585766,0.00021863,0.7934866,0.000263366,0.00003007207,0.00000613402,0.000168921,0.203454,0.001166395,0.0003141972,0.0003840194,0.00004910166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970021,0.0001345286,0.001842839,0.0002097886,0.0004403194,0.0001335339,0.00001136634,0.000003844792,0.0002216273],"genre_scores_gemma":[0.9997738,0.00008660289,0.00002923522,0.000008163626,0.00003387153,0.000003870526,0.000002649384,0.00000442477,0.00005737615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182679,"threshold_uncertainty_score":0.1694012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}