{"meta":{"query_hash":"120db7e61f9c","filters":{"venue":"Theoretical Foundations of Chemical Engineering"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/120db7e61f9c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Theoretical+Foundations+of+Chemical+Engineering"},"results":[{"id":"W170903780","doi":"10.1023/a:1010389825366","title":"Modeling and Optimization of Jet Milling","year":2001,"lang":"en","type":"article","venue":"Theoretical Foundations of Chemical Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nozzle; Jet (fluid); Acceleration; Mechanics; Injector; Range (aeronautics); Mill; Mechanical engineering; Materials science; Physics; Control theory (sociology); Engineering; Computer science; Classical mechanics; Composite material","score_opus":0.00808609828788381,"score_gpt":0.21585728798384698,"score_spread":0.20777118969596317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W170903780","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24152677,0.0031383708,0.6732026,0.0022530197,0.00032891773,0.00019051915,0.0008929091,0.00067110476,0.077795826],"genre_scores_gemma":[0.9661126,0.00069342944,0.022522727,0.00008619859,0.000052065396,0.00013749965,0.00022449209,0.00013151375,0.010039463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996978,0.00008619855,0.000013010858,0.00004670641,0.000089307825,0.00006704915],"domain_scores_gemma":[0.9991442,0.0005259127,0.0000949509,0.00003879331,0.00014335163,0.00005279046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006993598,0.00072209386,0.0016046237,0.0006443442,0.0007792098,0.0019328411,0.0015274195,0.002197297,0.0036230725],"category_scores_gemma":[0.0023591106,0.0010536863,0.000790463,0.00087707833,0.0011310201,0.001131171,0.0007436958,0.0008411085,0.0003450482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056252716,0.0000069879834,0.000048610505,0.0000058569376,0.0000023555683,0.000005216825,0.0000025532754,0.9976285,0.00006424964,0.0016746157,0.00006210226,0.0004933118],"study_design_scores_gemma":[0.0000033488097,0.0000023461344,0.00003095074,7.8973477e-7,0.0000010225933,9.662183e-7,0.0000016232177,0.9991215,0.00003143209,0.00071849383,0.000086222746,0.0000013259894],"about_ca_topic_score_codex":0.033248197,"about_ca_topic_score_gemma":0.016621461,"teacher_disagreement_score":0.033248197,"about_ca_system_score_codex":0.0019161471,"about_ca_system_score_gemma":0.0023585125,"threshold_uncertainty_score":0.0661093},"labels":[],"label_agreement":null},{"id":"W3014861166","doi":"10.1134/s0040579520010182","title":"Bio-Foam Internals for Potential Water Treatment Units Adapted to Marine Applications: Hydrodynamic Study","year":2020,"lang":"en","type":"article","venue":"Theoretical Foundations of Chemical Engineering","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Marine engineering; Environmental science; Process engineering; Engineering","score_opus":0.007835822248854778,"score_gpt":0.21977487912471477,"score_spread":0.21193905687585998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014861166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99835455,0.00011384875,0.0011665523,0.000013608594,0.0000048542515,0.00000841522,0.00007013275,0.000022786671,0.0002452295],"genre_scores_gemma":[0.9990557,0.000060298375,0.00055420125,0.0000037611194,0.0000014528646,0.000004643671,0.000058825055,0.0000028679583,0.00025835377],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999379,0.0000061828296,0.0000028298255,0.0000113913175,0.000021268004,0.000020439258],"domain_scores_gemma":[0.99991727,0.000020264895,0.000015471967,0.0000058572105,0.000028218214,0.0000128297825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011010616,0.00012201531,0.00013977182,0.00026767212,0.00018309244,0.00027322315,0.00014673921,0.00022949597,0.0007707727],"category_scores_gemma":[0.00017851897,0.000075547956,0.0001307415,0.00018797423,0.0002416808,0.00018721102,0.00013501942,0.00018881564,0.00011320004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011407294,0.00005734859,0.004183901,0.00005065684,0.000005392976,0.0001319305,0.00007803797,0.0034622308,0.9863609,0.0001864184,0.0001134145,0.005255666],"study_design_scores_gemma":[0.000021026593,0.00087274995,0.029967355,0.000016813208,0.00002250068,0.00014311711,0.00047683052,0.11415971,0.8519436,0.00012616617,0.0022229794,0.00002716265],"about_ca_topic_score_codex":0.0020141553,"about_ca_topic_score_gemma":0.0019088109,"teacher_disagreement_score":0.0020141553,"about_ca_system_score_codex":0.00025658458,"about_ca_system_score_gemma":0.00014010529,"threshold_uncertainty_score":0.0040048957},"labels":[],"label_agreement":null},{"id":"W3154768977","doi":"10.1134/s0040579521010127","title":"Modeling the Solubility of Carbon Dioxide and 1,1,1,2-Tetrafluoroethane in Ionic Liquids Using the van der Waals and Generic Redlich–Kwong Equations of State","year":2021,"lang":"en","type":"article","venue":"Theoretical Foundations of Chemical Engineering","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"van der Waals force; Solubility; Thermodynamics; Ionic liquid; Equation of state; Carbon dioxide; Ionic bonding; Materials science; Physical chemistry; Chemistry; Physics; Organic chemistry; Molecule","score_opus":0.01320214886055204,"score_gpt":0.23625053880707744,"score_spread":0.2230483899465254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154768977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89422256,0.0004507716,0.10282566,0.00007829983,0.000015225073,0.000041982326,0.00013342744,0.000057030382,0.0021750212],"genre_scores_gemma":[0.9777762,0.00041459547,0.020724734,0.000012351981,0.0000043925775,0.000065400454,0.00014311976,0.000024318399,0.0008347453],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998696,0.00003036967,0.000011278489,0.000021143316,0.000050619426,0.000016939559],"domain_scores_gemma":[0.99983406,0.00009936968,0.000023931974,0.000012599724,0.000026575959,0.000003358105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003185342,0.0003805404,0.0003315769,0.00025487613,0.00020532656,0.00030549685,0.0005513852,0.0004857678,0.00023508763],"category_scores_gemma":[0.000734295,0.00015313966,0.0004132838,0.00033983417,0.000286578,0.000882547,0.00025433334,0.00029843292,0.00006456671],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035538123,0.00003361597,0.003328943,0.000105212275,0.000023879747,0.00008439521,0.00007851815,0.94242376,0.04241877,0.0060985936,0.000045483703,0.0053232135],"study_design_scores_gemma":[0.0000026095609,0.00002937487,0.0004907232,0.0000031262098,0.000006365667,0.000018108882,0.00001491434,0.98396945,0.014552598,0.00060046784,0.00030325938,0.000009017693],"about_ca_topic_score_codex":0.0051759253,"about_ca_topic_score_gemma":0.004521898,"teacher_disagreement_score":0.0051759253,"about_ca_system_score_codex":0.00048817348,"about_ca_system_score_gemma":0.00081644394,"threshold_uncertainty_score":0.010291576},"labels":[],"label_agreement":null},{"id":"W4392635208","doi":"10.1134/s0040579523330138","title":"Computational Explanation of the Photovoltaic Cells Properties of the PCBM and PC71BM Derivatives using the Density Functional Theory","year":2023,"lang":"en","type":"article","venue":"Theoretical Foundations of Chemical Engineering","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Density functional theory; Photovoltaic system; Materials science; Functional theory; Computational chemistry; Chemistry; Engineering; Electrical engineering","score_opus":0.011320930028914685,"score_gpt":0.19336286857702997,"score_spread":0.1820419385481153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392635208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92440957,0.0009937052,0.030219035,0.0012534849,0.00008775576,0.00012534519,0.002123398,0.0002501894,0.040537614],"genre_scores_gemma":[0.98582804,0.00024791792,0.010969418,0.000117525466,0.00002029323,0.00018264254,0.0006153227,0.000031092954,0.0019877509],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998795,0.00004801025,0.0000039091938,0.0000066262137,0.00003110426,0.000030857056],"domain_scores_gemma":[0.99957556,0.0002858212,0.000021267191,0.000023565322,0.00006807858,0.000025765621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043180806,0.00044729922,0.00075498025,0.0007249045,0.00078473025,0.0005470323,0.0009426946,0.001000279,0.0046540983],"category_scores_gemma":[0.00072149234,0.00025427784,0.0005250248,0.0008282891,0.00039486613,0.00032325275,0.0003554713,0.00048087467,0.00026421645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008844092,0.00007851977,0.0010668046,0.00010126097,0.00002698026,0.00015681214,0.000016789978,0.9860166,0.0008762183,0.0077126366,0.0009383271,0.002920626],"study_design_scores_gemma":[0.000023071347,0.00002955024,0.00031342506,0.0000069531666,0.0000058769433,0.0000083943705,0.000014861898,0.9985057,0.00023559449,0.00070563116,0.00014725885,0.0000036499612],"about_ca_topic_score_codex":0.011322612,"about_ca_topic_score_gemma":0.01197994,"teacher_disagreement_score":0.011322612,"about_ca_system_score_codex":0.00073200895,"about_ca_system_score_gemma":0.0012314896,"threshold_uncertainty_score":0.02251345},"labels":[],"label_agreement":null},{"id":"W80498718","doi":"10.1023/a:1023322504175","title":"Effect of Particle-Size Distribution on Wall Friction in High-Velocity Gas-Dynamic Apparatuses","year":2003,"lang":"en","type":"article","venue":"Theoretical Foundations of Chemical Engineering","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mechanics; Nozzle; Jet (fluid); Particle (ecology); Vortex; Particle flow; Flow (mathematics); Parametric statistics; Materials science; Physics; Thermodynamics; Mathematics; Discrete element method; Geology","score_opus":0.0027464597738354464,"score_gpt":0.2057284541720276,"score_spread":0.20298199439819214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W80498718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99224347,0.0005926467,0.0061433655,0.00007773388,0.000033041215,0.000009728173,0.000024161436,0.00010037107,0.00077563786],"genre_scores_gemma":[0.9996544,0.000052221094,0.00016889875,0.000004733775,0.00000470093,0.0000013157547,0.000007021084,0.00001250404,0.000094227296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993948,0.00016685743,0.000032852477,0.00010449541,0.00012523709,0.00017571848],"domain_scores_gemma":[0.9908793,0.007233481,0.00056039076,0.00043466617,0.00037250126,0.0005195788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011790791,0.00046502642,0.0011661691,0.000741348,0.0012387189,0.0015887537,0.000757712,0.00087807636,0.0010106585],"category_scores_gemma":[0.007437836,0.00059340405,0.00034294964,0.00038789984,0.0016624042,0.0014881216,0.0007300517,0.0008275168,0.0001995793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01929647,0.000963067,0.014442505,0.0004888985,0.00018941988,0.0011854504,0.0005554896,0.14810231,0.77624357,0.008506801,0.0007282107,0.029297728],"study_design_scores_gemma":[0.00032507873,0.0018768685,0.024471955,0.000028259548,0.00016643356,0.00027049106,0.00015918032,0.31721696,0.6531322,0.0015782239,0.0006226491,0.00015165862],"about_ca_topic_score_codex":0.0012729379,"about_ca_topic_score_gemma":0.000835581,"teacher_disagreement_score":0.0015887537,"about_ca_system_score_codex":0.0012478979,"about_ca_system_score_gemma":0.0004707878,"threshold_uncertainty_score":0.009054184},"labels":[],"label_agreement":null}]}