{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"6ec96ad6b196","filters":{"venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering"}},"results":[{"id":"W2803827860","doi":"10.1007/s40997-018-0173-x","title":"A New Model for the Single Mesh Stiffness Calculation of Helical Gears Using the Slicing Principle","year":2018,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Stiffness; Weighting; Slicing; Coupling (piping); Face (sociological concept); Structural engineering; Geometry; Mathematics; Engineering; Physics; Mechanical engineering; Acoustics","authors":[{"name":"Wennian Yu","is_ca":true},{"name":"Chris K. Mechefske","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0171602381725706,"gpt":0.2435836982078098,"spread":0.2264234600352392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002639518,0.0006399436,0.000790172,0.000674062,0.0004305581,0.0006839611,0.001856088,0.001069037,0.004937701],"category_scores_gemma":[0.0006962257,0.0004828113,0.0008774211,0.0006226888,0.0005393004,0.001279752,0.0006136909,0.0007662227,0.00113353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004271033,"about_ca_system_score_gemma":0.0009480524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604437,"about_ca_topic_score_gemma":0.003748046,"domain_scores_codex":[0.9997999,0.00002843354,0.0000121347,0.00002846821,0.000112355,0.00001863028],"domain_scores_gemma":[0.9997492,0.00007025853,0.00002256058,0.00005140136,0.00008960522,0.00001690297],"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":[0.00003708683,0.00005772788,0.0007165468,0.0002406361,0.00005291323,0.0003346419,0.0001694962,0.8432602,0.02891992,0.0645655,0.00196081,0.05968443],"study_design_scores_gemma":[0.000004840426,0.00001201129,0.00009261263,0.000009120832,0.000006636185,0.00005981425,0.000009880892,0.9929379,0.001190767,0.002979772,0.002689971,0.000006731902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005938435,0.0001510476,0.9879386,0.00003473544,0.00006213688,0.00003282059,0.000073516,0.000316133,0.005452617],"genre_scores_gemma":[0.3938954,0.0009195607,0.5879644,0.0001091224,0.00009203972,0.0003014103,0.0003985151,0.000737168,0.0155824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004937701,"threshold_uncertainty_score":0.01651829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804130449","doi":"10.1007/s40997-018-0193-6","title":"Size-Dependent Vibration Analysis of FG Microbeams in Thermal Environment Based on Modified Couple Stress Theory","year":2018,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Microbeam; Boundary value problem; Rayleigh–Ritz method; Vibration; Natural frequency; Beam (structure); Stress (linguistics); Material properties; Materials science; Mathematics; Mathematical analysis; Physics; Optics; Composite material; Acoustics","authors":[{"name":"Mohammad Hadi Jalali","is_ca":true},{"name":"Omid Ali Zargar","is_ca":false},{"name":"Mostafa Baghani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004369155269042171,"gpt":0.1949142462668341,"spread":0.190545090997792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007726147,0.000163303,0.0001158425,0.0001795836,0.0001149846,0.0000951761,0.0002348027,0.0002447902,0.0007747189],"category_scores_gemma":[0.0001614585,0.00007630522,0.000141858,0.00009402299,0.0002067299,0.000224138,0.00008011626,0.0001542416,0.00007819279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361556,"about_ca_system_score_gemma":0.00006509505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008239308,"about_ca_topic_score_gemma":0.001014563,"domain_scores_codex":[0.999958,0.000003896815,0.000001387909,0.00001097901,0.0000205275,0.000005151813],"domain_scores_gemma":[0.9999253,0.00003641444,0.000009410395,0.00000564372,0.00001770471,0.000005473014],"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":[0.00008755849,0.00002463646,0.001131745,0.00006239051,0.000009042025,0.0001313659,0.0001055738,0.0073056,0.9795956,0.001596948,0.0001724978,0.009777078],"study_design_scores_gemma":[0.00001473668,0.0002849381,0.03555627,0.00001000769,0.00002245938,0.0002873611,0.0002018126,0.6080713,0.3535493,0.000850903,0.001104969,0.00004592204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518401,0.000299298,0.04532791,0.0000938292,0.00003893712,0.00001461318,0.00006636528,0.0001415837,0.002177312],"genre_scores_gemma":[0.9965227,0.00003703195,0.00282413,0.000007509413,0.000004613602,0.00000496482,0.00001933675,0.000005580117,0.000574133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008239308,"threshold_uncertainty_score":0.00259167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318338123","doi":"10.1007/s40997-023-00595-4","title":"Eco-thermal Analysis and Response Surface Optimization of the Drying Rate of Potato Slices in a Mix-Mode Solar Dryer","year":2023,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Tertiary Education Trust Fund","keywords":"Solar dryer; Tray; Relative humidity; Water content; Environmental science; Solar energy; Payback period; Moisture; Carbon footprint; Pulp and paper industry; Materials science; Meteorology; Composite material; Engineering; Geography; Greenhouse gas; Mechanical engineering","authors":[{"name":"Doris Ijeoma Onyenwigwe","is_ca":false},{"name":"Macmanus Chinenye Ndukwu","is_ca":false},{"name":"Fidelis I. Abam","is_ca":false},{"name":"Mathew Imagwuike Ibeh","is_ca":false},{"name":"Elijah Ugwu","is_ca":false},{"name":"Leonard Akuwueke","is_ca":false},{"name":"Jude Mbanasor","is_ca":false},{"name":"Linus Oriaku","is_ca":false},{"name":"Hongwei Wu","is_ca":false},{"name":"Cyprian Dirioha","is_ca":false},{"name":"Akachukwu Ben Eke","is_ca":false},{"name":"Lyes Bennamoun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009352011160865849,"gpt":0.2131460969556821,"spread":0.2037940857948163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001576361,0.0001778548,0.0003619579,0.0001090963,0.0001302569,0.0002137273,0.0002056265,0.0001996971,0.0006955916],"category_scores_gemma":[0.0001544633,0.000135321,0.0003289566,0.0001603393,0.00007326566,0.0001526008,0.00007727657,0.000191879,0.0001279758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368458,"about_ca_system_score_gemma":0.00009419258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000961353,"about_ca_topic_score_gemma":0.002180832,"domain_scores_codex":[0.9999424,0.000006747091,0.000003474509,0.00001838831,0.00002083632,0.000008119388],"domain_scores_gemma":[0.9999187,0.00003131317,0.00001163909,0.000007324785,0.00002554654,0.00000544391],"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":[0.0003222059,0.00006952838,0.00171409,0.00009789423,0.00001671406,0.00004567272,0.00003993163,0.01389163,0.9782799,0.00004428897,0.00008381214,0.005394444],"study_design_scores_gemma":[0.00002354715,0.0007184867,0.02610331,0.000006804292,0.00005530693,0.00005244111,0.000129319,0.1627281,0.8094773,0.00005001084,0.0006354795,0.00001992246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963627,0.0001027889,0.003031153,0.00001310016,0.000004420638,0.000005573308,0.00007044378,0.00002741913,0.0003824983],"genre_scores_gemma":[0.9981068,0.00005647801,0.001362473,0.000004241821,8.885644e-7,0.000006962735,0.00003681355,0.000007742688,0.0004176428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000961353,"threshold_uncertainty_score":0.002326965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2549249466","doi":"10.1007/s40997-016-0057-x","title":"Performance Assessment of a Multi-Generation System Based on Organic Rankine Cycle","year":2016,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Organic Rankine cycle; Absorption refrigerator; Environmental science; Exergy; Rankine cycle; Degree Rankine; Chiller; Process engineering; Electricity generation; Turbine; Waste management; Environmental engineering; Nuclear engineering; Thermodynamics; Engineering; Power (physics); Mechanical engineering; Refrigeration; Physics","authors":[{"name":"Moslem Sharifishourabi","is_ca":true},{"name":"Tahir Abdul Hussain Ratlamwala","is_ca":false},{"name":"Hamed Alimoradiyan","is_ca":false},{"name":"Ehsan Sadeghizadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006350995938910445,"gpt":0.2084401893278889,"spread":0.2020891933889785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002837013,0.0004703175,0.0006688575,0.0004913494,0.0006131615,0.0005917862,0.0006534754,0.0005169129,0.001957673],"category_scores_gemma":[0.0002610875,0.0001628297,0.0003438568,0.0002888966,0.0002423892,0.0004844511,0.000273208,0.0002493571,0.0002122582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004949126,"about_ca_system_score_gemma":0.000411603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005483442,"about_ca_topic_score_gemma":0.006190968,"domain_scores_codex":[0.9998524,0.00004091443,0.000008103535,0.00002945321,0.00004173031,0.00002731526],"domain_scores_gemma":[0.9998341,0.00005550698,0.00001867247,0.00001366326,0.00005405403,0.00002392915],"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":[0.007113103,0.00110343,0.02211201,0.001000383,0.0002819123,0.001035196,0.0003633929,0.4829328,0.399018,0.001254107,0.00101142,0.08277419],"study_design_scores_gemma":[0.0003567334,0.006798571,0.02242136,0.00002480244,0.0003508107,0.0001983229,0.0002621163,0.7299249,0.237192,0.0004730104,0.001916945,0.00008049075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968128,0.00008928547,0.001802987,0.00002148325,0.000007846349,0.00002553638,0.00005611415,0.00009207797,0.001091895],"genre_scores_gemma":[0.9991297,0.00002473118,0.0003991482,0.000002803015,9.211674e-7,0.000004896151,0.00001992638,0.000002783869,0.0004149328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005483442,"threshold_uncertainty_score":0.01090306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375945615","doi":"10.1007/s40997-023-00639-9","title":"Numerical Investigation on the Effect of the Geometric Parameters of the Impeller on Vortex Pump Performance","year":2023,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Impeller; Vortex; Mechanics; Engineering; Physics; Materials science; Classical mechanics","authors":[{"name":"Amirhossein Khayyaminejad","is_ca":true},{"name":"Navid Khabazi","is_ca":false},{"name":"Fatemeh Gholami-Malek Abad","is_ca":false},{"name":"Sara Taheripour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009510153590015622,"gpt":0.1933543608787771,"spread":0.1838442072887614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000385042,0.0004260263,0.0006191963,0.0005446925,0.0005569641,0.0007406591,0.0005474868,0.001031186,0.002812085],"category_scores_gemma":[0.00212031,0.0002917923,0.0004120527,0.0003944041,0.0006666792,0.0006696841,0.0003476039,0.0004238322,0.0002006584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294726,"about_ca_system_score_gemma":0.0003648014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300384,"about_ca_topic_score_gemma":0.001457337,"domain_scores_codex":[0.999841,0.00003569546,0.00000980324,0.00002270089,0.00004843138,0.00004246815],"domain_scores_gemma":[0.9986426,0.0009011286,0.0001488438,0.00007849527,0.0001860736,0.00004287814],"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":[0.0005063707,0.0003512538,0.005417835,0.0002660052,0.00003966588,0.0003726822,0.0001010893,0.929773,0.04971452,0.001448558,0.0005940376,0.01141491],"study_design_scores_gemma":[0.0000363925,0.0002860669,0.002369369,0.00001366624,0.00002877443,0.00004440761,0.0000794442,0.9858257,0.0108404,0.0001514868,0.0003054753,0.00001880397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771262,0.0003107886,0.01341498,0.0001991798,0.0000648334,0.0000364677,0.0001475978,0.0001589378,0.008540932],"genre_scores_gemma":[0.9980652,0.00005572876,0.001451801,0.000008442213,0.000004375938,0.000008209102,0.00002634158,0.000007952864,0.0003718951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002812085,"threshold_uncertainty_score":0.009407341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2923779077","doi":"10.1007/s40997-019-00291-2","title":"Inverse Dynamic Analysis of an Inclined FGM Beam Due to Moving Load for Estimating the Mass of Moving Load Based on a CGM","year":2019,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Discretization; Finite element method; Beam (structure); Inverse problem; Inverse; Moving load; Timoshenko beam theory; Boundary value problem; Mathematics; Time domain; Mathematical analysis; Boundary (topology); Applied mathematics; Mathematical optimization; Computer science; Structural engineering; Geometry; Engineering","authors":[{"name":"Vahid Shokouhifard","is_ca":false},{"name":"S.R. Mohebpour","is_ca":true},{"name":"P. Malekzadeh","is_ca":false},{"name":"Mohammadreza Golbaharhaghighi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003585452383212713,"gpt":0.2118389382077322,"spread":0.2082534858245195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001981632,0.0003503362,0.0003807473,0.000420161,0.0002083021,0.0003096056,0.0003376332,0.0007532193,0.001551196],"category_scores_gemma":[0.0004909075,0.0001838091,0.0003938543,0.0004115128,0.0003326636,0.000404236,0.0003456344,0.0003363711,0.0002046345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417759,"about_ca_system_score_gemma":0.0002932758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966441,"about_ca_topic_score_gemma":0.002010532,"domain_scores_codex":[0.9998747,0.00001882075,0.000004469658,0.00001867261,0.00007193952,0.0000113759],"domain_scores_gemma":[0.9998547,0.00005906871,0.00002192919,0.00001596912,0.0000412976,0.000007059517],"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":[0.000370954,0.0001001486,0.007849121,0.0003190809,0.00008580709,0.0009592737,0.0005638247,0.5903755,0.2361533,0.007125289,0.001546374,0.1545514],"study_design_scores_gemma":[0.000005945021,0.00003804543,0.003707795,0.000009371062,0.00001168531,0.00008548606,0.0000542391,0.9899748,0.005208801,0.0003854204,0.0005058731,0.00001247248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2875007,0.0001961164,0.7053415,0.0002106803,0.0000801658,0.00004026625,0.00009470808,0.0003272725,0.006208762],"genre_scores_gemma":[0.9257419,0.000131135,0.07085487,0.0000692708,0.00002217009,0.00003815033,0.00008002265,0.00003018637,0.00303244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001966441,"threshold_uncertainty_score":0.0051893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362606655","doi":"10.1007/s40997-023-00645-x","title":"CFD Analysis of Cross-Ventilation in Buildings with External Louvers: Impact of Slat Angles","year":2023,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MineSense Technologies (Canada)","funders":"","keywords":"Louver; Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Natural ventilation; Airflow; Mechanics; Reynolds number; Ventilation (architecture); Flow (mathematics); Wind tunnel; Meteorology; Environmental science; Marine engineering; Mechanical engineering; Physics; Engineering; Turbulence","authors":[{"name":"Tayyebeh Yazarlou","is_ca":false},{"name":"Esmaeil Barzkar","is_ca":true},{"name":"M. Saghafi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006920290944584063,"gpt":0.2450095999585969,"spread":0.2380893090140128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599867,0.0003146599,0.0005008715,0.000418581,0.0004490005,0.0008831527,0.0004104895,0.0007231885,0.001840031],"category_scores_gemma":[0.0005233522,0.0002172335,0.0006742901,0.0003610875,0.000520827,0.0004291753,0.000350213,0.0003192782,0.0002015598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884267,"about_ca_system_score_gemma":0.0005938448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188673,"about_ca_topic_score_gemma":0.01062276,"domain_scores_codex":[0.9998755,0.00001746471,0.000005981035,0.00002071184,0.00003071448,0.00004958704],"domain_scores_gemma":[0.9997371,0.0001305328,0.0000231381,0.00001724012,0.00005911575,0.00003285239],"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":[0.0003535871,0.0002102423,0.03034155,0.0001233683,0.00005371663,0.000776072,0.0002231997,0.9144186,0.03725522,0.001591625,0.0006737547,0.01397902],"study_design_scores_gemma":[0.00001315789,0.00006246166,0.01503027,0.000009780883,0.00001450474,0.0000617931,0.0001507454,0.9796284,0.004417954,0.0001565607,0.0004346033,0.00001971368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875208,0.000186013,0.006411388,0.00008786315,0.00003518263,0.0000147683,0.0001563675,0.0001025387,0.005484962],"genre_scores_gemma":[0.9987642,0.00004020632,0.0005128283,0.000004857965,0.000004347266,0.00000256062,0.00005882607,0.000009573428,0.0006026346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188673,"threshold_uncertainty_score":0.03751493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2961256470","doi":"10.1007/s40997-019-00304-0","title":"Biomechanical, Structural and Performance Analysis of a Specific Type of Cardiac Assist Device Used in Left Ventricular Failures","year":2019,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Tehran Heart Center","keywords":"Ascending aorta; Balloon; Aorta; Cardiology; Intra-Aortic Balloon Pumping; Medicine; Cardiac output; Ventricular assist device; Hemodynamics; Internal medicine; Blood flow; Descending aorta; Aortic pressure; Afterload; Biomedical engineering; Heart failure; Cardiogenic shock","authors":[{"name":"Shahrokh Rahmani","is_ca":false},{"name":"Alireza Heidari","is_ca":true},{"name":"Behdad Saed","is_ca":false},{"name":"Adel Mahpour","is_ca":false},{"name":"Mahdi Navidbakhsh","is_ca":false},{"name":"Mansour Alizadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009586572048365775,"gpt":0.2157483644757228,"spread":0.2061617924273571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003562353,0.0003175521,0.0003052011,0.0009132487,0.0003095492,0.000258543,0.0003824743,0.0007453717,0.001822926],"category_scores_gemma":[0.0008810246,0.0001866325,0.000453981,0.000370152,0.0003364829,0.0002639559,0.0001916515,0.0002034436,0.0002897636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729265,"about_ca_system_score_gemma":0.0001910617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062128,"about_ca_topic_score_gemma":0.001668763,"domain_scores_codex":[0.9998202,0.0000294924,0.00001762313,0.00003010143,0.00006499769,0.00003766743],"domain_scores_gemma":[0.999428,0.0001857412,0.000104221,0.000047048,0.0001898151,0.00004520016],"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":[0.003548008,0.001322169,0.2754642,0.0005041815,0.0002433679,0.003478428,0.0007881752,0.04896125,0.5968841,0.0003328196,0.001071853,0.06740144],"study_design_scores_gemma":[0.00002994973,0.006542203,0.8640758,0.00006932775,0.0002596253,0.002595959,0.001139356,0.06254313,0.06143598,0.0002043603,0.001046294,0.00005799658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988288,0.0000872654,0.0006504428,0.00001709701,0.000007045927,0.000008025228,0.00009795375,0.000008187617,0.0002951748],"genre_scores_gemma":[0.9994608,0.00003890439,0.0001877545,0.000007338319,0.000003511119,0.000005810804,0.00006219051,0.000002395757,0.0002313833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001822926,"threshold_uncertainty_score":0.00609827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413409247","doi":"10.1007/s40997-025-00914-x","title":"Research on Energy-Saving Characteristic Analysis, Optimization, and Performance Evaluation of a Dual-Mode Pneumatic Actuator System","year":2025,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China","keywords":"Dual mode; Dual (grammatical number); Actuator; Mode (computer interface); Energy (signal processing); Control theory (sociology); Control engineering; Computer science; Automotive engineering; Engineering; Aerospace engineering; Control (management); Mathematics; Artificial intelligence","authors":[{"name":"Qihui Yu","is_ca":false},{"name":"Ruyang Yu","is_ca":true},{"name":"Ripeng Qin","is_ca":false},{"name":"Xueqing Hao","is_ca":false},{"name":"Guoxin Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01612933254887957,"gpt":0.2744672864370343,"spread":0.2583379538881547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918288,0.0004716702,0.0005546617,0.0004060966,0.0004004135,0.0006273967,0.0004330823,0.0003828751,0.001577226],"category_scores_gemma":[0.0004198029,0.000196857,0.0004423547,0.0003368866,0.0001885109,0.0007185733,0.000256138,0.0002577301,0.0001888372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913273,"about_ca_system_score_gemma":0.0004768542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941061,"about_ca_topic_score_gemma":0.001457765,"domain_scores_codex":[0.9997595,0.00004118426,0.0000148831,0.00005262245,0.0001060661,0.00002576906],"domain_scores_gemma":[0.9997386,0.000102908,0.00002980763,0.0000205652,0.00009674275,0.00001126738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007652121,0.0002044751,0.00586078,0.0007431955,0.0001461015,0.0002354867,0.0001882082,0.6323823,0.2187799,0.004012427,0.001142081,0.1355398],"study_design_scores_gemma":[0.000009822545,0.0003181575,0.0032962,0.00000665427,0.00003758266,0.0000680128,0.0000406281,0.9797171,0.01536771,0.0003219213,0.0008008767,0.00001532348],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5387256,0.001593639,0.4445795,0.0003021467,0.00006746455,0.00008333628,0.0001156101,0.000446938,0.01408583],"genre_scores_gemma":[0.9925812,0.0001901291,0.005500828,0.00001001653,0.000007830422,0.00002466167,0.00003464506,0.00001136226,0.001639273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001941061,"threshold_uncertainty_score":0.005276382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281382483","doi":"10.1007/s40997-022-00492-2","title":"Several Defects in a Hollow Cylinder Coated by a Functionally Graded Material (FGM) Subjected to Torsional Loading","year":2022,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Numerical methods in engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Materials science; Stress intensity factor; Functionally graded material; Cylinder; Composite material; Coating; Isotropy; Material properties; Boundary value problem; Fracture mechanics; Geometry; Mathematical analysis; Optics; Mathematics; Physics","authors":[{"name":"S. Reza Naghibi","is_ca":true},{"name":"Wilson Wang","is_ca":true},{"name":"Mohammad Reza Ghavi","is_ca":false},{"name":"Reza Madadi Gollou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00703923958747838,"gpt":0.2119480137304604,"spread":0.204908774142982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001925505,0.0001996204,0.0003464856,0.0003842058,0.0004280171,0.0003970728,0.0005299584,0.0008574324,0.001517933],"category_scores_gemma":[0.0004118104,0.0001932769,0.0002869402,0.0002253508,0.0009875195,0.0002622126,0.000273795,0.0003367232,0.0001172042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087543,"about_ca_system_score_gemma":0.000434435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004447566,"about_ca_topic_score_gemma":0.004056582,"domain_scores_codex":[0.9997793,0.000009530297,0.000009156547,0.00003731508,0.00009477361,0.00006995843],"domain_scores_gemma":[0.9993969,0.0001405334,0.0001798363,0.00006397151,0.0001137357,0.0001050488],"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":[0.00102927,0.0001347561,0.004215423,0.0001263623,0.00002952369,0.002193482,0.000248523,0.022882,0.9652442,0.0008120069,0.0002827413,0.002801719],"study_design_scores_gemma":[0.0000912775,0.001683899,0.09801853,0.00004032107,0.0001279972,0.001171629,0.001211567,0.1905965,0.7047436,0.0004475153,0.001740999,0.000126178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992549,0.00003530003,0.0003370324,0.00001519348,0.000008411899,0.000003281255,0.00003694405,0.00001887881,0.0002901024],"genre_scores_gemma":[0.9990849,0.00001721602,0.0003694633,0.000006534413,0.000001795855,0.000002963133,0.00003989022,0.000005495128,0.000471745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004447566,"threshold_uncertainty_score":0.008843362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134787538","doi":"10.1007/s40997-021-00425-5","title":"Machinability Study of AA6061 Under Various Heat Treatment Conditions","year":2021,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Machinability; Lubrication; Materials science; Surface roughness; Enhanced Data Rates for GSM Evolution; Lubricant; Metallurgy; Drilling; Tool wear; Surface finish; Aluminium; Alloy; Composite material; Machining; Computer science","authors":[{"name":"Yasser Zedan","is_ca":true},{"name":"Keyhan Jabbari","is_ca":false},{"name":"Seyed Ali Niknam","is_ca":false},{"name":"Victor Songméné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007410709392923526,"gpt":0.2380340618982128,"spread":0.2306233525052893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002137528,0.0002524357,0.000333741,0.0003873908,0.0004596798,0.0003228557,0.0002056555,0.00054444,0.003490652],"category_scores_gemma":[0.0005128882,0.0001860151,0.0003079608,0.0003627818,0.0002420322,0.0003893864,0.0001501907,0.0002980951,0.0003732501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747498,"about_ca_system_score_gemma":0.0001549754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009036594,"about_ca_topic_score_gemma":0.002555399,"domain_scores_codex":[0.9996762,0.00001389135,0.0000243829,0.00005709197,0.0001866289,0.00004178492],"domain_scores_gemma":[0.9996035,0.00009310096,0.00007322968,0.00004248399,0.0001594678,0.00002825777],"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":[0.0002641008,0.00004448608,0.00152996,0.00009767975,0.00001074786,0.0001726929,0.0002013391,0.0006848105,0.9898911,0.0001332795,0.0001729873,0.006796968],"study_design_scores_gemma":[0.00001809892,0.001024308,0.02625586,0.00001029779,0.00003610608,0.0001375016,0.0002036313,0.003042692,0.9667283,0.00006702131,0.002454093,0.00002211665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960058,0.001007581,0.0005706626,0.00004611189,0.00005439889,0.00001643498,0.0001269389,0.00003686135,0.002135335],"genre_scores_gemma":[0.9965335,0.0002334227,0.0005076325,0.00001898123,0.000009017953,0.000008451248,0.0001168094,0.00001201308,0.002560152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003490652,"threshold_uncertainty_score":0.01167738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300963442","doi":"10.1007/s40997-022-00541-w","title":"Design and Modeling of Piezoelectric Energy Harvester Under Variable Pressure in Pipe Flow","year":2022,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Piezoelectricity; Energy harvesting; Materials science; Acoustics; Energy (signal processing); Elastomer; Voltage; Bending; Deformation (meteorology); Tube (container); Mechanical engineering; Mechanics; Engineering; Composite material; Electrical engineering; Physics","authors":[{"name":"Jamel Chakhari","is_ca":false},{"name":"Mohamed Tahar Nasraoui","is_ca":false},{"name":"Charfeddine Mrad","is_ca":false},{"name":"Boubaker Khalfi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01282637121503991,"gpt":0.1969988708350258,"spread":0.1841724996199859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001863082,0.0003294126,0.0006466164,0.0001655328,0.0004782225,0.0007445623,0.0009900606,0.001217938,0.002422764],"category_scores_gemma":[0.0002366249,0.0004361884,0.0006579991,0.0002108374,0.0004232876,0.0006228521,0.0004776781,0.0003693542,0.0003949023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171521,"about_ca_system_score_gemma":0.0005730917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952925,"about_ca_topic_score_gemma":0.001374953,"domain_scores_codex":[0.9998816,0.00001772295,0.000004318468,0.00003370031,0.00004694939,0.00001565424],"domain_scores_gemma":[0.9999284,0.00002885819,0.00001520594,0.000006225269,0.00001596442,0.00000530938],"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":[0.00008693485,0.00005923932,0.0008011729,0.0002033956,0.0000399846,0.0002761472,0.0001099672,0.9317896,0.04942756,0.00489215,0.0005023802,0.01181145],"study_design_scores_gemma":[0.000008115128,0.00004712197,0.0002261624,0.000004701646,0.00000980096,0.00002612804,0.00001513383,0.9963497,0.002383939,0.0003315251,0.0005913692,0.000006245597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.17074,0.0009655112,0.7852123,0.0007168736,0.0001457351,0.0001977173,0.0002132015,0.0006539255,0.04115466],"genre_scores_gemma":[0.9665468,0.000543221,0.01829479,0.00006129874,0.00002450478,0.0001793541,0.00006372699,0.00003667149,0.01424958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002422764,"threshold_uncertainty_score":0.00810492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401214356","doi":"10.1007/s40997-024-00795-6","title":"A Novel Pneumatic Stepper Actuator Using Constant Air Pressure","year":2024,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Actuator; Constant (computer programming); Pneumatic actuator; Stepper motor; Stepper; Control theory (sociology); Engineering; Mechanical engineering; Control engineering; Automotive engineering; Computer science; Materials science; Electrical engineering; Nanotechnology; Control (management); Artificial intelligence","authors":[{"name":"M. Saadatseresht","is_ca":false},{"name":"Yousef Hojjat","is_ca":false},{"name":"Behzad Ghavami Namin","is_ca":false},{"name":"Shahryar Ghorbanirezaei","is_ca":true},{"name":"Jill Urbanic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01056238974044134,"gpt":0.2188145066700808,"spread":0.2082521169296395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001054496,0.0003543166,0.0004020295,0.0001744653,0.0003249891,0.0003030332,0.0008814638,0.0006907284,0.001870644],"category_scores_gemma":[0.000101737,0.0002494329,0.0002748168,0.0001942061,0.0001478874,0.0005179812,0.0002903526,0.0003423036,0.0005741256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009247499,"about_ca_system_score_gemma":0.0003383452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002553621,"about_ca_topic_score_gemma":0.000558224,"domain_scores_codex":[0.9997764,0.00001413618,0.00001277898,0.0000499439,0.0001315702,0.00001517894],"domain_scores_gemma":[0.9998721,0.00002559002,0.00002029866,0.00001521772,0.00004697585,0.00001981107],"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":[0.00009728607,0.00004410552,0.0003745974,0.0002922296,0.00002164437,0.0002996222,0.00003601971,0.0005682835,0.9515471,0.001000376,0.0009281513,0.04479057],"study_design_scores_gemma":[0.000127773,0.002058699,0.01010433,0.00005019626,0.0001477452,0.007027508,0.0001069535,0.1101778,0.8155883,0.0008138865,0.0536654,0.000131325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2916669,0.003623676,0.6775718,0.0007147836,0.001242217,0.0002293934,0.000269637,0.002785197,0.02189637],"genre_scores_gemma":[0.8272604,0.0009911826,0.1545349,0.0003020765,0.000202328,0.000101357,0.0001508274,0.00003817404,0.01641872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001870644,"threshold_uncertainty_score":0.006257892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412093123","doi":"10.1007/s40997-025-00901-2","title":"Numerical Investigation of Airflow Characteristics and Thermal Comfort Evaluation of Various Lobed Inserts Inclination Angles (Swirl-Lobed) in Ceiling Multi-Cone Diffuser","year":2025,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ceiling (cloud); Airflow; Thermal comfort; Diffuser (optics); Thermal; Materials science; Optics; Structural engineering; Mechanical engineering; Physics; Engineering; Meteorology","authors":[{"name":"H. Kadi","is_ca":false},{"name":"Abderazak Bennia","is_ca":true},{"name":"Ahmed Benabed","is_ca":false},{"name":"Mohamed Lateb","is_ca":true},{"name":"Md. Abdul Hakim Khan","is_ca":false},{"name":"Yacine Yahi","is_ca":false},{"name":"Hachimi Fellouah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0132690240360282,"gpt":0.241023234823346,"spread":0.2277542107873178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002504233,0.0002791436,0.0004307653,0.0002347747,0.0003744549,0.000526303,0.0003986508,0.0005677433,0.001176359],"category_scores_gemma":[0.0005169339,0.0001833536,0.0005526106,0.0002980144,0.0004022503,0.0002772247,0.0002219785,0.0002866633,0.00009603389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509498,"about_ca_system_score_gemma":0.0003100525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006471196,"about_ca_topic_score_gemma":0.005099908,"domain_scores_codex":[0.9998643,0.00002589694,0.000006210166,0.00002606536,0.00004672234,0.0000307146],"domain_scores_gemma":[0.9996717,0.0001620746,0.00004142802,0.00002448207,0.0000737608,0.00002656187],"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":[0.000308883,0.0002172575,0.01170197,0.0001668441,0.00002547359,0.0004374007,0.0001759583,0.916251,0.05912545,0.001043327,0.0003623054,0.01018399],"study_design_scores_gemma":[0.00001918705,0.0001795998,0.005418452,0.000008095199,0.00001111527,0.00005468396,0.00009641129,0.9876487,0.006267978,0.00007007772,0.000209342,0.00001639052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869322,0.000138333,0.008633518,0.00004264591,0.00001562202,0.00001345966,0.00009918442,0.00006976366,0.004055252],"genre_scores_gemma":[0.9977811,0.00004315168,0.00151808,0.000004361923,0.000002097152,0.000005587132,0.00003541435,0.000005323262,0.000604821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006471196,"threshold_uncertainty_score":0.01286703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033827464","doi":"10.1007/s40997-020-00367-4","title":"A Jamming Approach to Stretchable Haptic Interfaces with Stiffness Variation Capability","year":2020,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Stiffening; Jamming; Mechanism (biology); Stiffness; Computer science; Haptic technology; Focus (optics); Interface (matter); Simulation; Materials science; Composite material; Physics; Optics","authors":[{"name":"Pooyan Nayyeri","is_ca":false},{"name":"Mahmood Khalghollah","is_ca":true},{"name":"Farshid Najafi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0100702154754607,"gpt":0.1903435654565981,"spread":0.1802733499811374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001409565,0.0004384529,0.000329401,0.0003804421,0.0003077029,0.0005149939,0.0007927706,0.0006661771,0.003180287],"category_scores_gemma":[0.000767676,0.0001925933,0.0003591016,0.0003090627,0.0004149003,0.0009165438,0.0007765634,0.0006648166,0.0005202241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649207,"about_ca_system_score_gemma":0.0001474751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003391452,"about_ca_topic_score_gemma":0.0004056358,"domain_scores_codex":[0.9998165,0.00003203233,0.000007577989,0.0000343738,0.00009068899,0.00001882579],"domain_scores_gemma":[0.9997583,0.00009887006,0.00002719433,0.00004231184,0.00005402835,0.0000193105],"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":[0.000451782,0.0002640955,0.0003444486,0.0005071286,0.00006809372,0.00089438,0.0005828951,0.104279,0.5171048,0.1461532,0.001838207,0.227512],"study_design_scores_gemma":[0.00001379293,0.0002607429,0.0002751096,0.00001604,0.00001859858,0.0004451245,0.00005915298,0.9565578,0.02006995,0.01819853,0.004055478,0.00002971297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02955105,0.0005544154,0.9619974,0.0001246399,0.0000932437,0.00003691877,0.00001322278,0.0002033335,0.007425771],"genre_scores_gemma":[0.7516596,0.001007139,0.2285019,0.0001997662,0.0002028034,0.00009043497,0.0000453712,0.000103439,0.01818962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003180287,"threshold_uncertainty_score":0.01063913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}