{"meta":{"query_hash":"18fdf2cf7d43","filters":{"venue":"Journal of the Taiwan Institute of Chemical Engineers"},"cohort_total":30,"direct_labels_cover":0,"predictions_cover":30,"exported":30,"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/18fdf2cf7d43","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+Taiwan+Institute+of+Chemical+Engineers"},"results":[{"id":"W1968143185","doi":"10.1016/j.jtice.2012.05.002","title":"Techno-economic evaluation of redox potential-controlled ethanol fermentation processes","year":2012,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Biofuel production and bioconversion","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 Saskatchewan","funders":"","keywords":"Redox; Ethanol; Fermentation; Chemistry; Ethanol fuel; Yield (engineering); Carbon dioxide; Environmental science; Food science; Biochemistry; Materials science; Inorganic chemistry; Organic chemistry","score_opus":0.011013141494629172,"score_gpt":0.2300551310309628,"score_spread":0.21904198953633364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968143185","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":[0.9976044,0.0007673695,0.00083849067,0.000048393278,0.000019279665,0.0000217868,0.00010385241,0.000006411511,0.00059003313],"genre_scores_gemma":[0.99856013,0.00046574106,0.0005962768,0.000006304037,0.000005183413,0.000009481963,0.00006785847,0.0000025433571,0.00028641312],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950075,0.00011170456,0.00004175711,0.00004608218,0.00024413905,0.000055587625],"domain_scores_gemma":[0.9997861,0.000068760164,0.00003516983,0.0000148301215,0.00007321345,0.000021968834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068123837,0.0003671854,0.00033915724,0.00053824566,0.00028439186,0.0010027211,0.00040232966,0.0004086336,0.0007525937],"category_scores_gemma":[0.00073990674,0.00015650559,0.00044341074,0.0005327323,0.00023603068,0.00055795215,0.00032467875,0.0004026178,0.00010954556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002641526,0.0005819954,0.0018873132,0.00018811451,0.000043264976,0.00011979772,0.000030333485,0.003928166,0.97685474,0.00039388493,0.0000579089,0.013272906],"study_design_scores_gemma":[0.0000687179,0.0013822856,0.0037462763,0.0000069710604,0.000051426603,0.00004328147,0.000053014042,0.008925196,0.9850486,0.000064847765,0.0005955881,0.000013864072],"about_ca_topic_score_codex":0.0014650028,"about_ca_topic_score_gemma":0.0019979884,"teacher_disagreement_score":0.0014650028,"about_ca_system_score_codex":0.00087785465,"about_ca_system_score_gemma":0.00039066942,"threshold_uncertainty_score":0.0063693523},"labels":[],"label_agreement":null},{"id":"W1982175391","doi":"10.1016/j.jtice.2009.04.013","title":"The solutions of time-delayed optimal control problems by the use of modified line-up competition algorithm","year":2009,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Discretization; Convergence (economics); Computer science; Mathematical optimization; Interpolation (computer graphics); Optimal control; Parametrization (atmospheric modeling); Control (management); Line (geometry); Nonlinear system; Algorithm; Mathematics","score_opus":0.010534142351945736,"score_gpt":0.19575674249532765,"score_spread":0.1852226001433819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982175391","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043707073,0.00040740625,0.9483106,0.00020330904,0.00015805573,0.00007442777,0.000025263025,0.000095996475,0.0070178625],"genre_scores_gemma":[0.76718545,0.0003713921,0.22604673,0.0001124962,0.000071753886,0.00026711746,0.000074750125,0.000053398377,0.0058168867],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972504,0.0001089669,0.000013152764,0.00003327816,0.00008358305,0.000036086636],"domain_scores_gemma":[0.999403,0.00031388385,0.000052599873,0.000024871386,0.0001615264,0.000044016375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096393755,0.0005575406,0.0009234107,0.00050268014,0.000554104,0.00075406785,0.0010901527,0.00091664854,0.0022412636],"category_scores_gemma":[0.0019076575,0.000307045,0.00050357624,0.0005864313,0.00057298655,0.00078220456,0.0008520278,0.00076207134,0.00018892513],"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":[0.0001811711,0.000114253045,0.00034980004,0.00014370066,0.0000652951,0.00008384272,0.00008102843,0.8911643,0.004233199,0.047103833,0.0019606585,0.054518897],"study_design_scores_gemma":[0.000021049626,0.000042857606,0.000056307603,0.00000260921,0.0000039465694,0.000009878565,0.000003316607,0.9976809,0.00022492111,0.0016396969,0.00030922878,0.000005188994],"about_ca_topic_score_codex":0.003478125,"about_ca_topic_score_gemma":0.0024105508,"teacher_disagreement_score":0.003478125,"about_ca_system_score_codex":0.0004453555,"about_ca_system_score_gemma":0.0012815068,"threshold_uncertainty_score":0.007497728},"labels":[],"label_agreement":null},{"id":"W1983424187","doi":"10.1016/j.jtice.2010.01.004","title":"Enhanced translocation of recombinant proteins via the Tat pathway with chaperones in Escherichia coli","year":2010,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; National Science Council","keywords":"Periplasmic space; Chromosomal translocation; Escherichia coli; Fusion protein; Green fluorescent protein; Twin-arginine translocation pathway; Inclusion bodies; Recombinant DNA; Proteolysis; Signal peptide; Chaperone (clinical); Biology; Cytoplasm; Chemistry; Cell biology; Biochemistry; Molecular biology; Gene; Enzyme","score_opus":0.0039821375275362935,"score_gpt":0.18772765900914265,"score_spread":0.18374552148160636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983424187","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":[0.99667823,0.000343236,0.0024653247,0.00008725715,0.000023167437,0.000011818582,0.00009271881,0.00004098578,0.00025720272],"genre_scores_gemma":[0.99543804,0.00026364217,0.0023251935,0.000026268282,0.0000042992924,0.000010731614,0.00019907321,0.000035003322,0.0016977282],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997373,0.00007510671,0.000029851091,0.000031252366,0.0000646885,0.0000618095],"domain_scores_gemma":[0.99983895,0.000040971518,0.000039723644,0.000023691291,0.00003098242,0.000025672352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003011901,0.0004359498,0.00039515644,0.00016812852,0.00020729979,0.0005637758,0.00022009121,0.00036016232,0.00042862442],"category_scores_gemma":[0.0003077909,0.0001623135,0.0003734619,0.00033710222,0.00024245279,0.0002935908,0.00029524212,0.0005872916,0.0003077871],"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":[0.00017504656,0.000037761063,0.0001526032,0.000032338754,0.0000066094453,0.0000541375,0.000029125165,0.00016139151,0.9984113,0.0001682071,0.00003027972,0.000741168],"study_design_scores_gemma":[0.000015441377,0.00014144591,0.00072995096,0.000005715398,0.000013177804,0.0000830489,0.00003584009,0.0014982399,0.9965262,0.000038044393,0.00090272276,0.000010211473],"about_ca_topic_score_codex":0.0017442652,"about_ca_topic_score_gemma":0.0013189454,"teacher_disagreement_score":0.0017442652,"about_ca_system_score_codex":0.0005385749,"about_ca_system_score_gemma":0.00038876708,"threshold_uncertainty_score":0.003907621},"labels":[],"label_agreement":null},{"id":"W2006642503","doi":"10.1016/j.jtice.2013.10.020","title":"Direct recovery of polyhydroxyalkanoates synthase from recombinant Escherichia coli feedstock by using aqueous two-phase systems","year":2013,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Science Council; Public Health Agency of Canada","keywords":"Polyhydroxyalkanoates; Cupriavidus necator; Escherichia coli; Chemistry; Raw material; Polyethylene glycol; Biochemistry; Chromatography; Potassium phosphate; Bacteria; Organic chemistry; Biology","score_opus":0.012548315862806133,"score_gpt":0.2161308412513595,"score_spread":0.20358252538855337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006642503","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":[0.96644664,0.0011670112,0.028975042,0.00023277136,0.00009448729,0.00011704424,0.00038246595,0.0002966676,0.0022877848],"genre_scores_gemma":[0.9805879,0.0008726008,0.013366353,0.000049126247,0.000017077558,0.00006726888,0.0006034431,0.000079833204,0.004356507],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997712,0.00004576731,0.000029900282,0.00004158859,0.00006345847,0.00004817051],"domain_scores_gemma":[0.9999113,0.00002298333,0.000020095571,0.000013260833,0.000019310024,0.000013001406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025892857,0.00072583015,0.00041418854,0.00025059667,0.00016519157,0.0005966338,0.0002882113,0.00036599574,0.0005738553],"category_scores_gemma":[0.00023161597,0.00022937304,0.00027334614,0.00032141848,0.00019795494,0.0006484752,0.00045012266,0.0008013597,0.0004883496],"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":[0.000044065935,0.000031036736,0.000028488112,0.00002644149,0.0000025905188,0.000019855066,0.000009060607,0.00007195621,0.9985532,0.000062759114,0.000014667542,0.0011358004],"study_design_scores_gemma":[0.0000047670915,0.00003735207,0.000049157876,0.0000014941783,0.0000024634342,0.000011394639,0.000005068362,0.00029379202,0.99916553,0.000016173703,0.00041065205,0.000002156839],"about_ca_topic_score_codex":0.00046553824,"about_ca_topic_score_gemma":0.000744296,"teacher_disagreement_score":0.00072583015,"about_ca_system_score_codex":0.00026249196,"about_ca_system_score_gemma":0.00036385414,"threshold_uncertainty_score":0.0019196868},"labels":[],"label_agreement":null},{"id":"W2023990106","doi":"10.1016/j.jtice.2013.01.030","title":"Impact of chemical cleaning on the nanofiltration of pharmaceutically active compounds (PhACs): The role of cleaning temperature","year":2013,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council; Public Health Agency of Canada","keywords":"Nanofiltration; Chemistry; Membrane; Cleaning agent; Citric acid; Aqueous solution; Sodium hydroxide; Ethylenediaminetetraacetic acid; Chemical engineering; Fourier transform infrared spectroscopy; Chromatography; Inorganic chemistry; Organic chemistry","score_opus":0.008535692427936312,"score_gpt":0.2388100276127689,"score_spread":0.2302743351848326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023990106","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":[0.9958716,0.0018357529,0.00072482735,0.000113151335,0.000079338744,0.000014358563,0.0001281774,0.000026434815,0.0012063866],"genre_scores_gemma":[0.99796236,0.0007791146,0.00048457086,0.000050452334,0.000013752669,0.0000053242084,0.00008541267,0.00001988088,0.000599118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970055,0.000045339737,0.00002076856,0.00004627258,0.00010919996,0.00007800405],"domain_scores_gemma":[0.99949646,0.00024010603,0.000077685254,0.000036118938,0.00012365788,0.00002592868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004196815,0.00033666013,0.00037201282,0.00015591603,0.0003192599,0.00066548504,0.00025504144,0.0005586772,0.001680824],"category_scores_gemma":[0.0008052713,0.00023012813,0.00044397643,0.0001415198,0.00039860106,0.00061975006,0.00023037511,0.00044160112,0.00038916638],"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":[0.0009943534,0.00006325327,0.0008976186,0.00011987839,0.00002905282,0.00006590573,0.000044071236,0.0006737275,0.9926779,0.000107440355,0.00010028209,0.004226453],"study_design_scores_gemma":[0.000011626578,0.00028985675,0.0033602605,0.000007227001,0.000031386135,0.000032284966,0.000043435597,0.0009736058,0.99475163,0.000035868576,0.00045226238,0.000010465582],"about_ca_topic_score_codex":0.0019342316,"about_ca_topic_score_gemma":0.0016458019,"teacher_disagreement_score":0.0019342316,"about_ca_system_score_codex":0.00041399137,"about_ca_system_score_gemma":0.0004970903,"threshold_uncertainty_score":0.0056229234},"labels":[],"label_agreement":null},{"id":"W2051366725","doi":"10.1016/j.jtice.2013.04.013","title":"Novel electrochemical method for the recovery of lipids from microalgae for biodiesel production","year":2013,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Algal biology and biofuel production","field":"Energy","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Extraction (chemistry); Anode; Biodiesel; Electrolysis; Chlorella vulgaris; Chemistry; Biodiesel production; Electrochemistry; Response surface methodology; Chromatography; Factorial experiment; Volumetric flow rate; Chlorella; Materials science; Electrode; Biochemistry; Botany; Biology; Algae; Electrolyte; Mathematics; Catalysis","score_opus":0.01187080281331775,"score_gpt":0.2310790829398675,"score_spread":0.21920828012654975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051366725","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":[0.7657121,0.022696527,0.19855274,0.0023966343,0.0018744976,0.00021619626,0.00064108876,0.00071327534,0.007196876],"genre_scores_gemma":[0.91225946,0.008637736,0.06539843,0.00065403327,0.00023385238,0.00011290689,0.00029987204,0.000060843737,0.012342979],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997112,0.000027989272,0.000025253883,0.00006638332,0.00013617701,0.00003285893],"domain_scores_gemma":[0.9998803,0.000028759276,0.00001416923,0.000010465875,0.00005244873,0.000013870137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033994336,0.000409481,0.00046325053,0.0004332962,0.00028251501,0.0005542487,0.000815406,0.0009184946,0.0013935401],"category_scores_gemma":[0.0003232395,0.0003078854,0.0004077161,0.00031006816,0.00022629689,0.0007567321,0.0005137735,0.0010525354,0.000659614],"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":[0.000043378626,0.000034616296,0.00009636036,0.00012745956,0.000015213236,0.00008886942,0.000024076471,0.00004786288,0.99039054,0.00019037677,0.00017124084,0.008770001],"study_design_scores_gemma":[0.00002158303,0.00007770865,0.0004890194,0.000008325404,0.00002391531,0.00031869297,0.000029129436,0.0015218005,0.9938105,0.00007335477,0.0036088617,0.000017198994],"about_ca_topic_score_codex":0.0004968617,"about_ca_topic_score_gemma":0.0013086835,"teacher_disagreement_score":0.0013935401,"about_ca_system_score_codex":0.00025645472,"about_ca_system_score_gemma":0.0003310008,"threshold_uncertainty_score":0.0046617985},"labels":[],"label_agreement":null},{"id":"W2056570866","doi":"10.1016/j.jtice.2013.09.017","title":"Intensification of the rate of electropolishing and diffusion controlled electrochemical machining by workpiece oscillation","year":2013,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Advanced Machining and Optimization Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electropolishing; Materials science; Electrochemical machining; Dissolution; Oscillation (cell signaling); Anode; Diffusion; Limiting current; Metallurgy; Electrochemistry; Electrode; Copper; Machining; Analytical Chemistry (journal); Electrolyte; Chemistry; Thermodynamics; Physical chemistry","score_opus":0.002717931296470164,"score_gpt":0.1836910126587098,"score_spread":0.18097308136223964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056570866","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":[0.98490936,0.0011859008,0.012132604,0.0000739177,0.000056267894,0.000019759198,0.000041264306,0.00016338694,0.0014174402],"genre_scores_gemma":[0.99666804,0.00025428558,0.0023807841,0.000013532265,0.000011486098,0.000009212744,0.000018884457,0.000016861715,0.0006268252],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998934,0.000009303037,0.0000076889955,0.00003219236,0.00003933806,0.000017982404],"domain_scores_gemma":[0.9997763,0.000084329404,0.00005034367,0.000030863703,0.000039830666,0.00001837722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022724022,0.00032404513,0.00028874763,0.0001643891,0.00008551963,0.00035606418,0.0003796807,0.00028614307,0.000934082],"category_scores_gemma":[0.00048927753,0.00022593685,0.00019783605,0.00017495423,0.00018508204,0.00048539756,0.00023297785,0.00034653416,0.00012460725],"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":[0.0001603733,0.0000253587,0.00024538106,0.000063801635,0.0000053636136,0.000018671033,0.000028740902,0.0002532884,0.99271894,0.00020294923,0.00004163658,0.0062355367],"study_design_scores_gemma":[0.000021549353,0.00014968675,0.0024378302,0.0000034619452,0.000011158554,0.000029391786,0.000010235321,0.0054949955,0.9911815,0.000038560564,0.0006150113,0.000006626722],"about_ca_topic_score_codex":0.00016908396,"about_ca_topic_score_gemma":0.000212545,"teacher_disagreement_score":0.000934082,"about_ca_system_score_codex":0.00017031013,"about_ca_system_score_gemma":0.0001312196,"threshold_uncertainty_score":0.003124833},"labels":[],"label_agreement":null},{"id":"W2562930259","doi":"10.1016/j.jtice.2016.12.008","title":"Synthesis of mesoporous α-Fe 2 O 3 using cellulose nanocrystals as template and its use for the removal of phosphate from wastewater","year":2016,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Canada Excellence Research Chairs, Government of Canada; Canada Research Chairs","keywords":"Mesoporous material; Adsorption; Aqueous solution; Phosphate; Ionic strength; Precipitation; Cellulose; Freundlich equation; Chemical engineering; Materials science; Specific surface area; Inorganic chemistry; Nuclear chemistry; Chemistry; Organic chemistry; Catalysis","score_opus":0.01315803085400719,"score_gpt":0.2075948015970201,"score_spread":0.1944367707430129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562930259","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":[0.9891227,0.0009659538,0.0074120085,0.00008593956,0.000050977756,0.000029532262,0.00017783095,0.00010168018,0.0020534017],"genre_scores_gemma":[0.9928543,0.0003899043,0.005145989,0.000032296328,0.000008299922,0.000014927927,0.000111480425,0.000014316397,0.0014286311],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999385,0.000003917217,0.000006970652,0.000014771486,0.000019482024,0.000016451666],"domain_scores_gemma":[0.99994314,0.00001153619,0.00001290166,0.0000067143137,0.000011942524,0.000013779965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011392113,0.00019063296,0.00024163909,0.00015219796,0.00017058432,0.00018789431,0.00023384756,0.0004270719,0.0004669649],"category_scores_gemma":[0.00016774132,0.00015393682,0.00037608572,0.0001272421,0.0001273918,0.00021689472,0.00012710628,0.00025447842,0.00017737961],"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":[0.00003135164,0.0000106699,0.00006985427,0.000033839162,0.0000034982702,0.000055642988,0.0000069407,0.00010315899,0.99829644,0.00004405284,0.000023423589,0.0013213074],"study_design_scores_gemma":[0.000005065532,0.000048269245,0.0007212789,0.0000022053214,0.0000061730916,0.000053817737,0.000005602693,0.0011067123,0.99757785,0.000014034617,0.0004541154,0.000004825201],"about_ca_topic_score_codex":0.002418874,"about_ca_topic_score_gemma":0.0045558605,"teacher_disagreement_score":0.002418874,"about_ca_system_score_codex":0.0002973316,"about_ca_system_score_gemma":0.00035952698,"threshold_uncertainty_score":0.004809618},"labels":[],"label_agreement":null},{"id":"W2600624141","doi":"10.1016/j.jtice.2017.03.008","title":"A facile synthesis of 3D network PdCu nanostructure with enhanced electrocatalytic activity towards ethanol oxidation","year":2017,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":19,"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 Toronto","funders":"National Natural Science Foundation of China","keywords":"Polyvinylpyrrolidone; Catalysis; Hydrazine (antidepressant); Bimetallic strip; Ethanol; Nanostructure; Chemical engineering; Materials science; Electrocatalyst; Hydrate; Chemistry; Inorganic chemistry; Electrochemistry; Nanotechnology; Organic chemistry; Electrode; Chromatography","score_opus":0.005677660923629693,"score_gpt":0.2057338787042044,"score_spread":0.2000562177805747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600624141","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":[0.9803053,0.00065894803,0.012667933,0.00012745633,0.000055366378,0.000029339986,0.00018173615,0.00029351,0.005680374],"genre_scores_gemma":[0.9943969,0.00013953526,0.0041052997,0.000021955397,0.0000037022044,0.000013536097,0.000080096266,0.000012601853,0.0012264432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999664,0.0000023967955,0.0000025507063,0.000009756824,0.000011640642,0.000007324338],"domain_scores_gemma":[0.9999776,0.000002589372,0.000004227898,0.00000461216,0.0000064647397,0.000004554125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045635214,0.00018528792,0.00012826906,0.00015794163,0.00014730768,0.0001959572,0.00026646798,0.00027390104,0.00060261134],"category_scores_gemma":[0.00008861841,0.00014005438,0.000113558446,0.00009567293,0.00010039814,0.00019129153,0.00017836568,0.00020293877,0.00018948005],"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":[0.000026165379,0.000016348411,0.00006759867,0.00004419404,0.0000035589817,0.00006706793,0.000016179072,0.00025633577,0.9949922,0.0002575966,0.00013097371,0.004121642],"study_design_scores_gemma":[0.000006309444,0.00005515145,0.00040267612,0.0000017344668,0.000005784799,0.00006865051,0.000009263701,0.0034525509,0.9939569,0.0000617585,0.001974992,0.0000041377157],"about_ca_topic_score_codex":0.0003989464,"about_ca_topic_score_gemma":0.0010647178,"teacher_disagreement_score":0.00060261134,"about_ca_system_score_codex":0.00022383641,"about_ca_system_score_gemma":0.00013710419,"threshold_uncertainty_score":0.0020158887},"labels":[],"label_agreement":null},{"id":"W2614946729","doi":"10.1016/j.jtice.2017.04.048","title":"Preparation and characterization of PPSU membranes with BiOCl nanowafers loaded on activated charcoal for oil in water separation","year":2017,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":40,"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 Ottawa","funders":"National Institute of Technology Karnataka, Surathkal; Universiti Teknologi Malaysia","keywords":"Membrane; Phase inversion; Contact angle; Polyvinylpyrrolidone; Ultrafiltration (renal); Chemical engineering; Fourier transform infrared spectroscopy; Materials science; Scanning electron microscope; Porosity; Chromatography; Biofouling; Chemistry; Nuclear chemistry; Polymer chemistry; Composite material","score_opus":0.009928921484605271,"score_gpt":0.24248013077798392,"score_spread":0.23255120929337864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614946729","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":[0.9912965,0.0008289126,0.00676611,0.00008805344,0.000032210315,0.000020443606,0.00015488948,0.00007717323,0.00073560356],"genre_scores_gemma":[0.99310523,0.00041315143,0.0048087975,0.000031703818,0.000009686045,0.000023398095,0.00015111896,0.000021354288,0.0014353939],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984384,0.000017245713,0.000014841506,0.000029526303,0.000056081008,0.000038274284],"domain_scores_gemma":[0.9998765,0.000025719633,0.000029827614,0.00001640399,0.00003559529,0.000015983213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025016244,0.0002610962,0.00023944907,0.0002495488,0.00025556283,0.00031483,0.00017944307,0.0004580074,0.0005249968],"category_scores_gemma":[0.0003123471,0.00019941933,0.00028133366,0.0002664169,0.0001986746,0.00038111585,0.00017174178,0.00035824793,0.0002785024],"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":[0.00002147445,0.0000053072613,0.000063054285,0.000023001425,0.000003231489,0.000018914827,0.000014333856,0.000070897564,0.9990508,0.000039598865,0.000014103234,0.00067533005],"study_design_scores_gemma":[0.000001331596,0.000021727426,0.00048784437,0.0000010873872,0.0000039014208,0.000017156171,0.000008817312,0.00034394607,0.99872726,0.000011152709,0.00037352872,0.0000022629295],"about_ca_topic_score_codex":0.0007038383,"about_ca_topic_score_gemma":0.0009780411,"teacher_disagreement_score":0.0007038383,"about_ca_system_score_codex":0.00031098386,"about_ca_system_score_gemma":0.00019965981,"threshold_uncertainty_score":0.0022563934},"labels":[],"label_agreement":null},{"id":"W2736467225","doi":"10.1016/j.jtice.2017.06.053","title":"Enhanced stability of Pd-Ni 2 P/SiO 2 catalysts for phenol hydrodeoxygenation in the presence of H 2 O","year":2017,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":14,"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 British Columbia","funders":"National Natural Science Foundation of China","keywords":"Hydrodeoxygenation; Catalysis; Phenol; Chemistry; Chemical engineering; Organic chemistry; Selectivity","score_opus":0.015342678967326131,"score_gpt":0.2405960762071396,"score_spread":0.22525339723981347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736467225","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":[0.9978714,0.00038951938,0.00064899353,0.000025087376,0.000025468304,0.000007924278,0.00007040204,0.000034595294,0.0009265919],"genre_scores_gemma":[0.9989448,0.000120142766,0.00023666302,0.000006901426,0.0000036327956,0.0000041276926,0.00007495176,0.0000084470985,0.00060035096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999905,0.000007764066,0.000008935465,0.000021089669,0.000034819936,0.000022387345],"domain_scores_gemma":[0.9999268,0.000018919573,0.000013801914,0.0000093064,0.000016993654,0.000014057151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001555058,0.00025336258,0.00019494785,0.00020357095,0.00016467823,0.00037055186,0.000256623,0.00026011426,0.00092404126],"category_scores_gemma":[0.0003141602,0.00020591963,0.00013842373,0.00012269108,0.00019681179,0.00025962072,0.00017608659,0.0002670244,0.00023845893],"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":[0.00028338894,0.00002167643,0.00034214082,0.000047686666,0.000010128871,0.00005337542,0.000038200375,0.0002027181,0.99685353,0.000075747266,0.00005388226,0.0020175544],"study_design_scores_gemma":[0.000014165352,0.00013455088,0.002458142,0.0000032567445,0.0000127304165,0.00003684002,0.000027076938,0.0016297171,0.9949663,0.000022663255,0.00068924314,0.0000054227257],"about_ca_topic_score_codex":0.0009113316,"about_ca_topic_score_gemma":0.0019917237,"teacher_disagreement_score":0.00092404126,"about_ca_system_score_codex":0.00023758048,"about_ca_system_score_gemma":0.00023486963,"threshold_uncertainty_score":0.0030912757},"labels":[],"label_agreement":null},{"id":"W2752298795","doi":"10.1016/j.jtice.2017.08.037","title":"Facile construction of satellite-like PtAu nanocrystals with dendritic shell as highly efficient electrocatalysts toward ethylene glycol oxidation","year":2017,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":11,"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 Toronto","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Ethylene glycol; Anode; Catalysis; Electrochemistry; Nanocrystal; Materials science; Nanotechnology; Chemical engineering; Fuel cells; Chemistry; Electrode; Organic chemistry","score_opus":0.006525514342422825,"score_gpt":0.2090630724090295,"score_spread":0.20253755806660667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752298795","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":[0.9893472,0.00031967319,0.00716201,0.00008368755,0.000024461377,0.000026165031,0.00012169107,0.00012223843,0.0027928818],"genre_scores_gemma":[0.9941361,0.00015281297,0.0039440193,0.000015499627,0.0000025021548,0.000012606288,0.00009473092,0.00002109238,0.001620645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999941,0.000004901907,0.00000485054,0.000016512915,0.000020635829,0.000012078341],"domain_scores_gemma":[0.99995315,0.00000799994,0.000009749375,0.000008244193,0.000011713138,0.000009108527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008846516,0.00017372725,0.00016054674,0.00009211292,0.000114188464,0.00022324687,0.00024861237,0.00024274146,0.00050014013],"category_scores_gemma":[0.00013821163,0.0001387447,0.00016422679,0.000098161814,0.00015081067,0.00024444715,0.00017898701,0.00029971576,0.0002198452],"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":[0.000021447744,0.000009318763,0.00005321252,0.000020037343,0.000002509097,0.0000291533,0.000018546965,0.00012569393,0.99827754,0.00026883636,0.000043428478,0.0011302567],"study_design_scores_gemma":[0.000005013732,0.0000246444,0.00022290055,9.0097416e-7,0.000003837195,0.000028968661,0.000006827251,0.0014769271,0.99740857,0.000025900366,0.00079318404,0.000002440703],"about_ca_topic_score_codex":0.00083495426,"about_ca_topic_score_gemma":0.0020114866,"teacher_disagreement_score":0.00083495426,"about_ca_system_score_codex":0.00037320866,"about_ca_system_score_gemma":0.0001929766,"threshold_uncertainty_score":0.0027078986},"labels":[],"label_agreement":null},{"id":"W2793826835","doi":"10.1016/j.jtice.2018.01.021","title":"Modeling and experiments of equilibrium solubility of carbon dioxide in aqueous N-(2-hydroxyethyl) pyrrolidine solution","year":2018,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Carbon Dioxide Capture Technologies","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 Regina","funders":"National Natural Science Foundation of China","keywords":"Solubility; Pyrrolidine; Aqueous solution; Chemistry; Thermodynamics; Carbon dioxide; Amine gas treating; Work (physics); Solubility equilibrium; Physical chemistry; Organic chemistry","score_opus":0.011274852828862177,"score_gpt":0.2197379246910464,"score_spread":0.2084630718621842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793826835","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":[0.98608273,0.00014395673,0.009680494,0.000093827235,0.000015908661,0.00003528165,0.00020654744,0.00007287313,0.0036683858],"genre_scores_gemma":[0.9971296,0.0001030792,0.0017525486,0.000007117886,0.0000027903138,0.000023763358,0.00008642737,0.000007070217,0.0008877085],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989855,0.000008299268,0.000004985955,0.0000284783,0.00003951977,0.000020030835],"domain_scores_gemma":[0.99983263,0.00008995064,0.000016986009,0.000008808016,0.00004514194,0.0000063864622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021645386,0.00039762247,0.0002671416,0.00014812265,0.00032973595,0.0003293787,0.0004208987,0.0005171529,0.00074425375],"category_scores_gemma":[0.00041592793,0.00017812687,0.0003400354,0.00015815924,0.0002566384,0.0005586687,0.00018239739,0.00027104115,0.00014445395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006042044,0.0002328527,0.00400388,0.00022853671,0.000018803283,0.00029721894,0.0001630006,0.48421112,0.5008699,0.0026900845,0.000305841,0.006374557],"study_design_scores_gemma":[0.000031262378,0.0002245925,0.0011065115,0.0000034683376,0.0000105469935,0.0000215933,0.000025076248,0.7696654,0.22837554,0.00014001556,0.00038392906,0.00001217274],"about_ca_topic_score_codex":0.0107297,"about_ca_topic_score_gemma":0.004920598,"teacher_disagreement_score":0.0107297,"about_ca_system_score_codex":0.00073452597,"about_ca_system_score_gemma":0.000770621,"threshold_uncertainty_score":0.02133447},"labels":[],"label_agreement":null},{"id":"W2811155912","doi":"10.1016/j.jtice.2018.06.003","title":"Determination of thermal conductivity ratio of CuO/ethylene glycol nanofluid by connectionist approach","year":2018,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":45,"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":"Nanofluid; Thermal conductivity; Ethylene glycol; Materials science; Thermodynamics; Heat transfer; Thermal; Chemical engineering; Physics; Engineering","score_opus":0.008354582056672487,"score_gpt":0.20471980813920734,"score_spread":0.19636522608253484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811155912","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":[0.92492914,0.0009197634,0.068842426,0.00007737938,0.000055538912,0.00008542015,0.00018865905,0.00040995338,0.004491684],"genre_scores_gemma":[0.9853018,0.0003048745,0.01349369,0.000018481287,0.000007156319,0.00004067572,0.000060929615,0.000017261727,0.0007551256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997627,0.000036256097,0.000010713858,0.00009276551,0.00007406704,0.000023534718],"domain_scores_gemma":[0.99985826,0.000054094897,0.000026093503,0.000012067602,0.000039818435,0.0000096376425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025022158,0.0003886916,0.00024738425,0.0007387136,0.0002901481,0.00032256808,0.00042310462,0.00045007205,0.00066983287],"category_scores_gemma":[0.00056176033,0.0002565249,0.00020587427,0.0004620212,0.0002712394,0.0005048727,0.00026119704,0.00045410678,0.00018350282],"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":[0.00012083042,0.00003637476,0.0017346869,0.00009236222,0.0000143997495,0.00007061143,0.000065980734,0.00085225195,0.9825179,0.0003130428,0.00007017821,0.014111293],"study_design_scores_gemma":[0.000011606339,0.000096334756,0.005872758,0.000007477575,0.000035906705,0.00010437291,0.000058131678,0.027678026,0.96512157,0.00022201316,0.0007706872,0.000021019354],"about_ca_topic_score_codex":0.0010847067,"about_ca_topic_score_gemma":0.0017588591,"teacher_disagreement_score":0.0010847067,"about_ca_system_score_codex":0.00038292856,"about_ca_system_score_gemma":0.00020439834,"threshold_uncertainty_score":0.0027783513},"labels":[],"label_agreement":null},{"id":"W2914442101","doi":"10.1016/j.jtice.2019.01.021","title":"Incorporation of layered double hydroxide nanofillers in polyamide nanofiltration membrane for high performance of salts rejections","year":2019,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":73,"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 Ottawa","funders":"Universiti Teknologi Malaysia; Ministry of Higher Education, Malaysia","keywords":"Nanofiltration; Polyamide; Membrane; Contact angle; Chemical engineering; Interfacial polymerization; Materials science; Water softening; Hydroxide; Zeta potential; Filtration (mathematics); Thin-film composite membrane; Ultrafiltration (renal); Polymer chemistry; Composite material; Chromatography; Reverse osmosis; Softening; Polymer; Chemistry; Nanotechnology; Nanoparticle; Monomer","score_opus":0.007757512589045351,"score_gpt":0.20633384410341224,"score_spread":0.19857633151436688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914442101","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":[0.9973552,0.00040345488,0.0017631237,0.000024440791,0.000023491819,0.0000068967556,0.000032031032,0.000044517314,0.00034678273],"genre_scores_gemma":[0.9966157,0.00023600722,0.0023255744,0.000016230775,0.0000072230328,0.000006217434,0.00004493242,0.0000111401405,0.00073698297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999256,0.000008767718,0.000011369752,0.000015070751,0.000020476431,0.00001866364],"domain_scores_gemma":[0.9999169,0.000012178353,0.000022729866,0.000006872854,0.000024438783,0.000016778247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014104763,0.0002682766,0.00016516147,0.0001317095,0.00015093238,0.00027546159,0.00015772655,0.0002815223,0.00030910538],"category_scores_gemma":[0.00018035891,0.00016163471,0.0002764569,0.00011089083,0.00011304008,0.00032680292,0.00015838395,0.00029132006,0.00014004251],"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":[0.000040464634,0.000010676756,0.00004107169,0.00002049594,0.0000028480513,0.000013853376,0.000006044501,0.000074404066,0.99911696,0.000030460791,0.000007148647,0.00063551683],"study_design_scores_gemma":[0.0000033788067,0.00005627882,0.00021740014,0.0000011163469,0.0000069998155,0.000012755133,0.00000344767,0.00061484927,0.99886036,0.000006148968,0.0002147637,0.000002607083],"about_ca_topic_score_codex":0.0006163072,"about_ca_topic_score_gemma":0.001011143,"teacher_disagreement_score":0.0006163072,"about_ca_system_score_codex":0.00022906336,"about_ca_system_score_gemma":0.00019577809,"threshold_uncertainty_score":0.0016619563},"labels":[],"label_agreement":null},{"id":"W3124469716","doi":"10.1016/j.jtice.2021.01.012","title":"High-impressive separation of photoinduced charge carriers on step-scheme ZnO/ZnSnO3/Carbon dots heterojunction with efficient activity in photocatalytic NH3 production","year":2021,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"National Research Foundation of Korea; Natural Sciences and Engineering Research Council of Canada; National Foundation for Science and Technology Development","keywords":"Photocatalysis; Nanocomposite; Materials science; Hydrothermal circulation; Nanomaterials; Chemical engineering; Heterojunction; Ternary operation; Charge carrier; Carbon fibers; Nanoparticle; Nanocrystal; Nanotechnology; Chemistry; Catalysis; Composite number; Optoelectronics; Computer science; Organic chemistry; Composite material","score_opus":0.008105424700614282,"score_gpt":0.23923949504882033,"score_spread":0.23113407034820604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124469716","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":[0.99489516,0.00048949016,0.0019862768,0.00008817947,0.00008353252,0.000013559304,0.00020090397,0.00012689515,0.0021159549],"genre_scores_gemma":[0.99759173,0.00011157801,0.0007648016,0.000016687603,0.000004849719,0.000006623617,0.00008397415,0.000011361425,0.0014083687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993384,0.0000025929303,0.0000030949698,0.000020243386,0.00002420181,0.000016061571],"domain_scores_gemma":[0.999974,0.000004137553,0.0000038791754,0.0000034327174,0.0000073666215,0.000007092726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005248504,0.0002609255,0.00015974719,0.00015096333,0.00016838008,0.0002568237,0.00025247157,0.0003341148,0.0012140215],"category_scores_gemma":[0.000060436912,0.00009445361,0.00014574746,0.00013240408,0.00011280437,0.0001926598,0.00013686436,0.0002656765,0.00017686837],"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":[0.000014864755,0.000006583274,0.0000485664,0.000012934531,0.0000014808363,0.000024257311,0.0000063975144,0.000033012253,0.99911016,0.000064607186,0.000050283797,0.00062676525],"study_design_scores_gemma":[0.000005382706,0.000035168578,0.0017129935,0.0000015493976,0.0000043794903,0.00003085781,0.000010613626,0.0007930979,0.99691415,0.00003183455,0.00045729097,0.0000026932055],"about_ca_topic_score_codex":0.0009941828,"about_ca_topic_score_gemma":0.0027329442,"teacher_disagreement_score":0.0012140215,"about_ca_system_score_codex":0.00028244255,"about_ca_system_score_gemma":0.00013321178,"threshold_uncertainty_score":0.0040613413},"labels":[],"label_agreement":null},{"id":"W3159311622","doi":"10.1016/j.jtice.2021.04.048","title":"Economic dispatch optimization of SOFC/GT-based cogeneration systems using flexible fuel purchasing strategy","year":2021,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Energy Load and Power Forecasting","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 Alberta","funders":"Ministry of Science and Technology, Taiwan","keywords":"Cogeneration; Natural gas; Economic dispatch; Coal; Purchasing; Electricity generation; Computer science; Electric power system; Process engineering; Engineering; Environmental science; Power (physics); Waste management; Operations management","score_opus":0.014664616399371033,"score_gpt":0.21511404566047207,"score_spread":0.20044942926110104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159311622","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":[0.75089073,0.0010998452,0.20222625,0.0012279955,0.0003701318,0.0003025245,0.00052639056,0.00023820686,0.043117974],"genre_scores_gemma":[0.9935295,0.00008408525,0.003897067,0.000026681457,0.000012983961,0.00004608019,0.000050070925,0.000012435346,0.0023410816],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997062,0.00012952884,0.000011658219,0.000027988917,0.000050564307,0.00007407691],"domain_scores_gemma":[0.99966896,0.00016654974,0.00003948798,0.00001130034,0.00006130588,0.000052519525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008097559,0.00090187456,0.0015338886,0.0006084594,0.0006987123,0.0016712245,0.00075294694,0.0012307374,0.0035152563],"category_scores_gemma":[0.0008935687,0.00061487383,0.00074354024,0.0007030757,0.00047171387,0.00070268987,0.0005570243,0.0008374586,0.0002262408],"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":[0.00009420818,0.00003380844,0.00015552135,0.000021470552,0.00002010824,0.00005645404,0.0000075006838,0.9952922,0.00037031143,0.00096173334,0.0002402446,0.0027464519],"study_design_scores_gemma":[0.00001495262,0.000031494983,0.00013183836,0.000001616054,0.0000057451666,0.0000030134502,0.000008747309,0.99942267,0.000072726245,0.00023633112,0.00006884499,0.00000204605],"about_ca_topic_score_codex":0.0099695865,"about_ca_topic_score_gemma":0.010208828,"teacher_disagreement_score":0.0099695865,"about_ca_system_score_codex":0.0013734474,"about_ca_system_score_gemma":0.0013999109,"threshold_uncertainty_score":0.019823134},"labels":[],"label_agreement":null},{"id":"W3179388779","doi":"10.1016/j.jtice.2021.06.044","title":"Zwitterionic semi-IPN electrolyte with high ionic conductivity and high modulus achieving flexible 2.4 V aqueous supercapacitors","year":2021,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Ministry of Science and Technology, Taiwan; Campus Alberta Neuroscience","keywords":"Supercapacitor; Electrolyte; Materials science; Ionic conductivity; Dielectric spectroscopy; Chemical engineering; Electrochemistry; Ionic strength; Cyclic voltammetry; Capacitance; Polymer chemistry; Aqueous solution; Chemistry; Electrode; Organic chemistry; Physical chemistry","score_opus":0.007326822710601293,"score_gpt":0.19514433049396382,"score_spread":0.18781750778336254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179388779","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":[0.98571026,0.0006837377,0.0075869523,0.00010748556,0.000037237984,0.000023826946,0.00010403094,0.00008761152,0.005658878],"genre_scores_gemma":[0.99054027,0.00043555844,0.0057750256,0.000029208937,0.000007851102,0.00002216192,0.00012479803,0.000025318206,0.0030398718],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999224,0.000007510818,0.000010657539,0.000015830214,0.000027347329,0.00001632132],"domain_scores_gemma":[0.9999552,0.0000056867007,0.000010928565,0.000005343445,0.000014889022,0.000007943349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012785851,0.0003937116,0.00011946704,0.00014351294,0.00016441841,0.0003606875,0.00034795512,0.00026403615,0.00093914894],"category_scores_gemma":[0.00017311033,0.00017860427,0.00010926263,0.00019336578,0.00016296328,0.00057017524,0.00039366545,0.00025749576,0.00032097963],"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":[0.000026048607,0.00000715018,0.0000347641,0.000041366267,0.0000018915346,0.00005335863,0.000012881905,0.00014830311,0.9972596,0.00030005575,0.000061280494,0.0020533267],"study_design_scores_gemma":[0.0000054788875,0.000059291913,0.0002206067,0.00000316475,0.000004777103,0.00007887045,0.0000105600875,0.0013359162,0.9968868,0.00004719614,0.0013428682,0.0000045426514],"about_ca_topic_score_codex":0.0004124622,"about_ca_topic_score_gemma":0.0011482041,"teacher_disagreement_score":0.00093914894,"about_ca_system_score_codex":0.00022306474,"about_ca_system_score_gemma":0.00018575173,"threshold_uncertainty_score":0.0031418204},"labels":[],"label_agreement":null},{"id":"W3190037690","doi":"10.1016/j.jtice.2021.07.026","title":"High-efficient esterification of rosin and glycerol catalyzed by novel rare earth Lewis acidic ionic liquid: Reaction development and mechanistic study","year":2021,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":13,"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 New Brunswick","funders":"Natural Science Foundation of Shandong Province","keywords":"Catalysis; Lewis acids and bases; Glycerol; Ionic liquid; Chemistry; Rosin; Rare earth; Organic chemistry; Lewis acid catalysis; Ionic bonding; Ion; Resin acid; Mineralogy","score_opus":0.01042836602366134,"score_gpt":0.205786028578364,"score_spread":0.19535766255470266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190037690","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":[0.9875503,0.0010801621,0.00783636,0.00010672485,0.00002057147,0.000034627345,0.00008713819,0.0000641859,0.0032199454],"genre_scores_gemma":[0.995587,0.0006350659,0.002133124,0.00002355617,0.0000034911322,0.0000107125925,0.00007152324,0.000011250485,0.0015243151],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999267,0.00000836624,0.0000051472757,0.0000122845995,0.000018040273,0.000029589894],"domain_scores_gemma":[0.9999678,0.0000054420802,0.00001051996,0.0000044084336,0.000005592897,0.00000629574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049256,0.00037838134,0.00015597463,0.00016407402,0.0001394611,0.0001962326,0.00032035875,0.00024304114,0.0005918911],"category_scores_gemma":[0.00010543893,0.00010433016,0.0002736408,0.00014495054,0.00018644732,0.0005635107,0.00031005192,0.00043781163,0.00024374267],"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":[0.00012530231,0.0000514663,0.0001805491,0.000102038066,0.000009945412,0.00021490849,0.000063713036,0.00033140386,0.9931855,0.0010360051,0.00007655472,0.004622513],"study_design_scores_gemma":[0.000006540952,0.00008110424,0.00019127135,0.0000020553616,0.000008101121,0.00006286646,0.000019461862,0.0008888283,0.9976489,0.000042916028,0.0010412621,0.0000067178134],"about_ca_topic_score_codex":0.00067962136,"about_ca_topic_score_gemma":0.0014319221,"teacher_disagreement_score":0.00067962136,"about_ca_system_score_codex":0.00024812622,"about_ca_system_score_gemma":0.00027524892,"threshold_uncertainty_score":0.001980126},"labels":[],"label_agreement":null},{"id":"W4288871049","doi":"10.1016/j.jtice.2022.104465","title":"Continuous production of 3,5,5-trimethylhexanoyl chloride and CFD simulations of single-phase flow in an advanced-flow reactor","year":2022,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":7,"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 Toronto","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Computational fluid dynamics; Flow (mathematics); Mechanics; Single phase; Phase (matter); Production (economics); Materials science; Two-phase flow; Continuous flow; Nuclear engineering; Process engineering; Chemistry; Physics; Engineering; Organic chemistry","score_opus":0.011501941423790971,"score_gpt":0.24126698362702262,"score_spread":0.22976504220323166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288871049","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":[0.991222,0.00009842212,0.005154204,0.00013496398,0.00003706349,0.00002533435,0.00023249404,0.0000865308,0.0030089132],"genre_scores_gemma":[0.9962947,0.000043918073,0.0023412444,0.000013327539,0.000003894595,0.000014235475,0.000086277374,0.000008599368,0.0011938119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999918,0.000008097723,0.0000042551437,0.000020116395,0.000023538038,0.000026044941],"domain_scores_gemma":[0.99972945,0.00015724379,0.00003263038,0.000011782245,0.000040391093,0.000028420636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022562966,0.00024729347,0.000457244,0.0002777586,0.0004462709,0.0007667738,0.0004495935,0.0009210874,0.0023285998],"category_scores_gemma":[0.00040796513,0.00025665553,0.00050846126,0.00022028056,0.00039465688,0.00038002434,0.00026342587,0.0004632123,0.00016850294],"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":[0.00037061702,0.00023563985,0.0026413011,0.00007244619,0.000019062787,0.00028590814,0.000075961485,0.9266435,0.06445763,0.001276289,0.00026829197,0.0036534118],"study_design_scores_gemma":[0.000026340387,0.00007547385,0.0005723515,0.000001963053,0.0000026981015,0.0000061598694,0.000017255232,0.9907795,0.008342522,0.000062902676,0.000107017884,0.0000058235996],"about_ca_topic_score_codex":0.014960747,"about_ca_topic_score_gemma":0.007949519,"teacher_disagreement_score":0.014960747,"about_ca_system_score_codex":0.0008581308,"about_ca_system_score_gemma":0.0011086019,"threshold_uncertainty_score":0.029747307},"labels":[],"label_agreement":null},{"id":"W4293403440","doi":"10.1016/j.jtice.2022.104506","title":"Breakup of bubbles in Advanced-Flow Reactor at low Reynolds numbers","year":2022,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Reynolds number; Breakup; Mechanics; Flow (mathematics); Magnetic Reynolds number; Materials science; Physics; Nuclear engineering; Engineering; Turbulence","score_opus":0.005097396701882093,"score_gpt":0.20151823806219202,"score_spread":0.19642084136030993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293403440","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":[0.9935963,0.00049046613,0.0048487363,0.00011001253,0.00004149682,0.000010360501,0.00004110821,0.00006714126,0.0007943665],"genre_scores_gemma":[0.9987418,0.000042115913,0.00063994667,0.00001456877,0.0000083082505,0.000004616553,0.000031770513,0.000008911989,0.000507925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998611,0.000018418647,0.000005143268,0.000039337312,0.000031999924,0.00004408033],"domain_scores_gemma":[0.99974185,0.00011688855,0.000040722523,0.000017543678,0.000034512603,0.000048383783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029262336,0.00020031426,0.00031640462,0.0002483231,0.00032941546,0.0004898167,0.00037639795,0.00043424848,0.0016787817],"category_scores_gemma":[0.0006082336,0.0001793656,0.00020073605,0.00008292133,0.0004530261,0.00071533606,0.00026448333,0.00065194885,0.00017206484],"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":[0.0008350355,0.000107411906,0.0013950573,0.00009729266,0.000020355428,0.00041886634,0.00019428872,0.0030382392,0.9870416,0.0021584693,0.00038852094,0.00430486],"study_design_scores_gemma":[0.00006946713,0.0004408436,0.0038273283,0.0000069519847,0.000015480979,0.0001281474,0.000060395196,0.05215026,0.94175667,0.000592865,0.00092763576,0.000023964834],"about_ca_topic_score_codex":0.000526654,"about_ca_topic_score_gemma":0.00030232823,"teacher_disagreement_score":0.0016787817,"about_ca_system_score_codex":0.0002809311,"about_ca_system_score_gemma":0.00016812466,"threshold_uncertainty_score":0.0056161284},"labels":[],"label_agreement":null},{"id":"W4308923585","doi":"10.1016/j.jtice.2022.104593","title":"CAU-10-H as efficient water sorbent for solar steam generation","year":2022,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta; National Taiwan University of Science and Technology; National Taiwan University","keywords":"Sorbent; Environmental science; Process engineering; Chemical engineering; Chemistry; Nuclear engineering; Materials science; Engineering; Organic chemistry; Adsorption","score_opus":0.018565235409013416,"score_gpt":0.2532631415774911,"score_spread":0.23469790616847766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308923585","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":[0.9854785,0.004237916,0.004590702,0.00014012269,0.00017376662,0.000058491652,0.00013820708,0.00011810502,0.0050641433],"genre_scores_gemma":[0.98604983,0.001565596,0.0031440868,0.000064009815,0.000022523496,0.000019206042,0.000114868795,0.000018412198,0.009001348],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999212,0.000015201145,0.0000030961207,0.000016074102,0.000024758421,0.00001964917],"domain_scores_gemma":[0.99997306,0.0000050938893,0.0000037470293,0.0000022034037,0.000008381137,0.0000075801727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014118689,0.00027116004,0.00019089015,0.00023946665,0.00018335416,0.00021741794,0.00028091128,0.00038031393,0.0012886678],"category_scores_gemma":[0.00007900006,0.0001379107,0.00020228639,0.00014335361,0.00013519837,0.00024758955,0.00018317156,0.00029235258,0.00056706753],"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":[0.0001919497,0.000059226277,0.00019108213,0.00016405336,0.000013018266,0.00006575444,0.000018274417,0.00027043986,0.99024886,0.0001910426,0.00032832194,0.008258017],"study_design_scores_gemma":[0.0000128538695,0.0002615173,0.00072889455,0.000004489858,0.0000124619855,0.0000347869,0.000017468677,0.0015790901,0.99399275,0.000018888864,0.0033310493,0.0000058218566],"about_ca_topic_score_codex":0.0012371365,"about_ca_topic_score_gemma":0.003808031,"teacher_disagreement_score":0.0012886678,"about_ca_system_score_codex":0.00018031507,"about_ca_system_score_gemma":0.00027645082,"threshold_uncertainty_score":0.0043110847},"labels":[],"label_agreement":null},{"id":"W4386645586","doi":"10.1016/j.jtice.2023.105111","title":"Liquid-liquid extraction of phenolic wastewater through a surface modified poly(vinylidene fluoride-co-hexafluoropropylene) hollow fiber membrane contactor and process optimization","year":2023,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Ottawa","keywords":"Contact angle; Membrane; Materials science; Permeation; Chemical engineering; Wetting; Extraction (chemistry); Porosity; Hexafluoropropylene; Chromatography; Polyvinylidene fluoride; Wastewater; Hollow fiber membrane; Fiber; Chemistry; Polymer; Composite material; Waste management","score_opus":0.01377164965942058,"score_gpt":0.24685646564829497,"score_spread":0.2330848159888744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386645586","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":[0.98072916,0.0006313963,0.017622827,0.000068945476,0.000015534086,0.000039149494,0.0001806698,0.00014535236,0.0005670113],"genre_scores_gemma":[0.9769223,0.0005810801,0.01976345,0.000031787902,0.000010404196,0.00004753153,0.00021590781,0.000041507188,0.002386056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997727,0.000029111914,0.00001611438,0.000048451166,0.00009572558,0.00003788612],"domain_scores_gemma":[0.9999105,0.000019932648,0.000021048756,0.000006720443,0.000028503093,0.000013329632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028709788,0.00032256902,0.00060554163,0.00028770973,0.00045405744,0.00043861847,0.00031061613,0.00038905384,0.00048656904],"category_scores_gemma":[0.00020843226,0.0001543806,0.00045043303,0.00041351852,0.00016574869,0.00038359355,0.00024776335,0.0002607815,0.00027830014],"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":[0.000058356192,0.000023051425,0.00010500037,0.00003672124,0.0000040039,0.00001836378,0.0000064377477,0.00021613929,0.99730206,0.000025826716,0.000020181307,0.0021838383],"study_design_scores_gemma":[0.000005480791,0.0000712148,0.0006413952,8.2166997e-7,0.0000068140434,0.000021052601,0.00000595239,0.0016013669,0.9973463,0.000009375094,0.0002863816,0.0000037749337],"about_ca_topic_score_codex":0.002733104,"about_ca_topic_score_gemma":0.005593719,"teacher_disagreement_score":0.002733104,"about_ca_system_score_codex":0.00050131214,"about_ca_system_score_gemma":0.0006555167,"threshold_uncertainty_score":0.005434394},"labels":[],"label_agreement":null},{"id":"W4388750278","doi":"10.1016/j.jtice.2023.105238","title":"PSINDy: Probabilistic sparse identification of nonlinear dynamics for temporal process modeling and fault detection","year":2023,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":11,"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 Waterloo","funders":"Postdoctoral Science Foundation of Jiangsu Province; National Natural Science Foundation of China; Jiangsu Province Postdoctoral Science Foundation","keywords":"Mahalanobis distance; Probabilistic logic; Computer science; Fault detection and isolation; Process (computing); Nonlinear system; Expectation–maximization algorithm; Gaussian process; Identification (biology); Algorithm; Artificial intelligence; Machine learning; Data mining; Gaussian; Mathematics; Statistics; Maximum likelihood","score_opus":0.010460827932759613,"score_gpt":0.23027764145448187,"score_spread":0.21981681352172225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388750278","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002537831,0.000046959012,0.9956529,0.00005338654,0.00002713933,0.000013694384,0.000090462105,0.0013051786,0.00027245228],"genre_scores_gemma":[0.32083803,0.00025075124,0.67183095,0.00015096198,0.00008916165,0.00023997096,0.0012054986,0.0005705083,0.004824179],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996147,0.000091840244,0.000018531648,0.00007857401,0.00016320102,0.000033027856],"domain_scores_gemma":[0.999059,0.0005210751,0.000072038056,0.0001824468,0.00013178073,0.000033709057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009297609,0.00090272014,0.0009497612,0.0004828642,0.00039601134,0.00061304314,0.0009298376,0.00083621265,0.0028657618],"category_scores_gemma":[0.0035471825,0.0005666094,0.00064846256,0.0004230933,0.00049107126,0.00111797,0.0017089449,0.001449455,0.00079560705],"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":[0.00034762477,0.00010839751,0.0008881507,0.00015980897,0.00014145077,0.00015183704,0.00007825097,0.7025949,0.007996132,0.027310159,0.008179571,0.2520438],"study_design_scores_gemma":[0.0000047558956,0.000008438227,0.00004535449,0.0000014361129,0.0000019988659,0.0000105238205,0.0000015736466,0.996548,0.00065688475,0.0022784541,0.00043994602,0.000002644529],"about_ca_topic_score_codex":0.0044289604,"about_ca_topic_score_gemma":0.0055367975,"teacher_disagreement_score":0.0044289604,"about_ca_system_score_codex":0.00040725173,"about_ca_system_score_gemma":0.0011166529,"threshold_uncertainty_score":0.00958693},"labels":[],"label_agreement":null},{"id":"W4396985475","doi":"10.1016/j.jtice.2024.105538","title":"Numerical simulation of combined effects of a vertical magnetic field and thermal radiation on natural convection of non-Newtonian fluids confined between circular and square concentric cylinders","year":2024,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Providence Health Care","keywords":"Nusselt number; Mechanics; Prandtl number; Natural convection; Heat transfer; Lattice Boltzmann methods; Rayleigh number; Physics; Thermal radiation; Non-Newtonian fluid; Newtonian fluid; Thermodynamics; Turbulence; Reynolds number","score_opus":0.004787100998125808,"score_gpt":0.2186257304121791,"score_spread":0.21383862941405327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396985475","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":[0.9899138,0.00012388409,0.0037656934,0.00015744935,0.000060763985,0.00001926737,0.000077612116,0.000062446234,0.0058191027],"genre_scores_gemma":[0.99821544,0.00003258718,0.0009801673,0.000018669107,0.0000063662105,0.000012217548,0.00002874432,0.000007969246,0.0006980815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987304,0.000028351431,0.000006364661,0.00001599935,0.00002903232,0.000047165875],"domain_scores_gemma":[0.9990715,0.0005378864,0.000099709425,0.000040347502,0.00012482307,0.00012579607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023899564,0.00033110907,0.0006700637,0.000401574,0.0006899951,0.0006005049,0.0006244221,0.00087542273,0.001677519],"category_scores_gemma":[0.0013396842,0.00030151734,0.00044156346,0.0003838635,0.00092062674,0.00042791627,0.0004934187,0.0004880455,0.00009063959],"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":[0.0001927127,0.00014923712,0.0025993534,0.000059183916,0.00002837277,0.00014253758,0.0000792947,0.9870543,0.0064694667,0.0015199862,0.00020246739,0.0015031822],"study_design_scores_gemma":[0.000026336602,0.000048512404,0.00063788,0.0000033095664,0.00000510367,0.000010160038,0.00002650408,0.9980184,0.0010202626,0.000119904,0.00007788689,0.0000056911886],"about_ca_topic_score_codex":0.0142292315,"about_ca_topic_score_gemma":0.0059707426,"teacher_disagreement_score":0.0142292315,"about_ca_system_score_codex":0.00074307167,"about_ca_system_score_gemma":0.0009736286,"threshold_uncertainty_score":0.028292835},"labels":[],"label_agreement":null},{"id":"W4400966249","doi":"10.1016/j.jtice.2024.105677","title":"Competent visible light driven photocatalytic removal of gaseous styrene over TiO2/g-C3N4: Characterization, parameters, kinetics, mechanism","year":2024,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Energy Council of Canada; Ministry of Science and Technology, Taiwan; National Science and Technology Council","keywords":"Photocatalysis; Kinetics; Styrene; Characterization (materials science); Mechanism (biology); Photochemistry; Chemical engineering; Chemistry; Visible spectrum; Materials science; Catalysis; Nanotechnology; Copolymer; Organic chemistry; Optoelectronics; Physics; Polymer","score_opus":0.0074188822848150855,"score_gpt":0.22716530838259216,"score_spread":0.2197464260977771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400966249","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":[0.99842924,0.00014093796,0.000656714,0.00001645391,0.000008619847,0.000012308986,0.00014888102,0.000021467848,0.0005654193],"genre_scores_gemma":[0.9982327,0.000060988146,0.00044084236,0.000008299993,0.0000015995628,0.0000061037226,0.00020111595,0.000008286073,0.0010400903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998448,0.000012377149,0.000010469206,0.000032387594,0.00006854584,0.000031392392],"domain_scores_gemma":[0.9999217,0.000016127344,0.000012774349,0.0000112588295,0.00002739594,0.000010812858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018567152,0.00028541614,0.00021583374,0.00017807746,0.00014895476,0.00024136393,0.00032851126,0.00040320354,0.0010340578],"category_scores_gemma":[0.00025158923,0.00015734337,0.00020106665,0.00016160034,0.00018936698,0.00020616263,0.00014380294,0.00032527826,0.0002920999],"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":[0.000049333932,0.000012631636,0.0000911076,0.00001620946,0.0000017185619,0.000019868658,0.000009109026,0.00006486054,0.9992587,0.00001655876,0.000019105077,0.000440858],"study_design_scores_gemma":[0.0000047037324,0.00007103654,0.0013108104,0.0000011110442,0.0000036124459,0.00002380577,0.000010532029,0.0008657745,0.9974975,0.000007436374,0.00020074332,0.000002960237],"about_ca_topic_score_codex":0.0026738325,"about_ca_topic_score_gemma":0.00459239,"teacher_disagreement_score":0.0026738325,"about_ca_system_score_codex":0.00039905633,"about_ca_system_score_gemma":0.00029109436,"threshold_uncertainty_score":0.005316496},"labels":[],"label_agreement":null},{"id":"W4410027244","doi":"10.1016/j.jtice.2025.106163","title":"Interfacial engineering of Bi2S3 QD on FeTiO3 p-n heterojunction for enhanced photocatalytic degradation of ciprofloxacin: Insights into morphological transition, mechanism and by-products toxicity evaluation","year":2025,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Advanced Photocatalysis Techniques","field":"Energy","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":"École de Technologie Supérieure","funders":"King Saud University","keywords":"Degradation (telecommunications); Mechanism (biology); Heterojunction; Photocatalysis; Ciprofloxacin; Toxicity; Chemical engineering; Materials science; Chemistry; Nanotechnology; Optoelectronics; Physics; Computer science; Catalysis; Biochemistry; Organic chemistry; Telecommunications; Engineering","score_opus":0.01069880514435258,"score_gpt":0.2503529468550117,"score_spread":0.2396541417106591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410027244","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":[0.9970789,0.00028176772,0.0013870884,0.000032298925,0.000024762154,0.0000070923857,0.00007444096,0.000039564864,0.0010741173],"genre_scores_gemma":[0.9975115,0.00012252339,0.001035013,0.000021212454,0.000002459382,0.00001056864,0.000054030606,0.000008648252,0.0012340449],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994075,0.0000030226474,0.0000033540493,0.00001449691,0.000022144099,0.000016205511],"domain_scores_gemma":[0.99997497,0.0000030132528,0.000005166509,0.000002442269,0.000009389689,0.0000050771523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006390381,0.00020061662,0.00017246019,0.000118011776,0.00019493242,0.0002167901,0.0002551769,0.00035696774,0.00081567606],"category_scores_gemma":[0.00007541724,0.0001440828,0.00018514346,0.00015563323,0.00008743661,0.000200307,0.00014694713,0.00017078515,0.00021976994],"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":[0.000021909065,0.000010827306,0.00006388437,0.00001956474,0.0000028333718,0.000037108097,0.0000070293017,0.00007174326,0.99919075,0.000046808702,0.000031490497,0.0004960008],"study_design_scores_gemma":[0.00000628105,0.00007311047,0.0019341665,0.0000033977497,0.0000114163495,0.00007960383,0.000027632457,0.002613589,0.99475586,0.000029469518,0.00046036928,0.0000051222946],"about_ca_topic_score_codex":0.0011215146,"about_ca_topic_score_gemma":0.0037095502,"teacher_disagreement_score":0.0011215146,"about_ca_system_score_codex":0.00031369898,"about_ca_system_score_gemma":0.00013437888,"threshold_uncertainty_score":0.0027287602},"labels":[],"label_agreement":null},{"id":"W4415429211","doi":"10.1016/j.jtice.2025.106482","title":"Preparation of non-decolorizing fluorescent filaments and textiles from Ca-coagulated cellulose nanofibers","year":2025,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"European Research Council; National Taiwan University of Science and Technology; Horizon 2020 Framework Programme; Ministry of Science and Technology, Taiwan; Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation","keywords":"Fluorescence; Nanofiber; Cellulose; Proflavine; Protein filament; Polymer; Adsorption; Fluorophore; Wool","score_opus":0.007646374973158785,"score_gpt":0.27403731330270564,"score_spread":0.26639093832954686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415429211","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":[0.9902175,0.00066979637,0.0066022454,0.000043518838,0.00003253671,0.000053254735,0.00014854832,0.000067186375,0.0021654074],"genre_scores_gemma":[0.9906375,0.00037342042,0.0065203663,0.000025237181,0.000011325593,0.000035611825,0.00017498106,0.000021918395,0.0021997748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991333,0.000007886774,0.0000068794266,0.000025719988,0.00002116133,0.000024888808],"domain_scores_gemma":[0.99987507,0.000024907564,0.00003518182,0.000019136345,0.000021378328,0.000024334664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020048603,0.00031554577,0.00017701213,0.00023750526,0.00022091327,0.00017028091,0.00017122932,0.0002720236,0.0006440851],"category_scores_gemma":[0.00018544435,0.00014976999,0.00032874878,0.0001840815,0.00013782486,0.00022785224,0.00013280858,0.00034941797,0.00021453356],"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":[0.00002280559,0.0000070126575,0.000036670324,0.000018690616,0.0000023921862,0.000033549935,0.0000142760555,0.00004916175,0.99910814,0.000033495173,0.0000102412405,0.0006635707],"study_design_scores_gemma":[0.000005348606,0.00007023584,0.0013299439,0.000003285588,0.0000055280702,0.000036464433,0.000008692829,0.00024257365,0.99785775,0.000011862781,0.00042556133,0.0000027668875],"about_ca_topic_score_codex":0.0005515119,"about_ca_topic_score_gemma":0.0010372768,"teacher_disagreement_score":0.0006440851,"about_ca_system_score_codex":0.00017467437,"about_ca_system_score_gemma":0.00013098333,"threshold_uncertainty_score":0.002154708},"labels":[],"label_agreement":null},{"id":"W4415533494","doi":"10.1016/j.jtice.2025.106489","title":"In-situ Sr-doped MnWO4 heterogeneous catalyst with enriched oxygen vacancy for unprecedentedly efficient degradation of organic pollutant via photocatalysis-peroxymonosulfate activation reaction","year":2025,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"King Saud University","keywords":"Photocatalysis; Hydrothermal circulation; Catalysis; Redox; Degradation (telecommunications); Wastewater; Mineralization (soil science); Charge carrier","score_opus":0.006249288263746105,"score_gpt":0.2331892796660524,"score_spread":0.2269399914023063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415533494","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":[0.9943475,0.00064736657,0.002985021,0.00010556112,0.000058724316,0.000014360947,0.000067938054,0.000090882386,0.0016826596],"genre_scores_gemma":[0.9979286,0.00017995528,0.0008899538,0.000012317712,0.0000055893547,0.000005311816,0.0000474117,0.000009669501,0.0009210886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989057,0.000010080349,0.000010887415,0.000023844203,0.000028774331,0.000035923862],"domain_scores_gemma":[0.9999691,0.000004196189,0.000009581897,0.000004913319,0.0000068638133,0.0000052765536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012755128,0.00029852343,0.00024814988,0.0001550622,0.00014592434,0.00027065328,0.00039002748,0.00031793377,0.00057960785],"category_scores_gemma":[0.00011937981,0.00018195773,0.00023648188,0.00014142497,0.00016677359,0.00032882337,0.0003314271,0.00030302771,0.00014700824],"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":[0.00007065716,0.000017310413,0.00012903403,0.00006129085,0.00000828573,0.00007490186,0.000018673443,0.00010152232,0.9972711,0.00017490069,0.000073511714,0.0019987633],"study_design_scores_gemma":[0.0000130208045,0.000059388854,0.00045360776,0.0000013880953,0.000013668909,0.000057055615,0.000015934615,0.0011709202,0.9971501,0.000029452822,0.0010312484,0.000004063592],"about_ca_topic_score_codex":0.00049421564,"about_ca_topic_score_gemma":0.0011379773,"teacher_disagreement_score":0.00057960785,"about_ca_system_score_codex":0.00019171863,"about_ca_system_score_gemma":0.00017073695,"threshold_uncertainty_score":0.0019389391},"labels":[],"label_agreement":null},{"id":"W942126419","doi":"10.1016/j.jtice.2015.05.006","title":"Preparation of heterogeneous bio-Fenton catalyst for decolorization of Malachite Green","year":2015,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":30,"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 Saskatchewan","funders":"","keywords":"Malachite green; Hydrogen peroxide; Catalysis; Chemistry; Ferrous; Adsorption; Titanium dioxide; Glucose oxidase; Nuclear chemistry; Inorganic chemistry; Chemical engineering; Organic chemistry; Enzyme","score_opus":0.01667663330592183,"score_gpt":0.23685508874943187,"score_spread":0.22017845544351003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W942126419","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":[0.98204845,0.0014924655,0.01381595,0.00012901863,0.00007948971,0.00007978812,0.00014040346,0.00012451745,0.0020898746],"genre_scores_gemma":[0.99426854,0.00038336133,0.0036931494,0.000021940046,0.00000946856,0.000021370517,0.0001328594,0.000014791931,0.0014543887],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998814,0.000011197364,0.000009466364,0.000023331055,0.00004425156,0.000030385152],"domain_scores_gemma":[0.9999552,0.000008293811,0.0000074071086,0.000007050254,0.000012815912,0.000009175434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018509776,0.00036686228,0.0003705738,0.00039432218,0.00022532565,0.00029833766,0.00046675728,0.00051311677,0.0008085535],"category_scores_gemma":[0.0001813804,0.000242008,0.00034379636,0.0002271603,0.00015263219,0.0003049213,0.00025093235,0.0005285834,0.00029029365],"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":[0.000049987004,0.00003591862,0.000097295895,0.00006553465,0.0000124666,0.0000729643,0.00002176176,0.0002557838,0.9964902,0.0001456659,0.000058435384,0.0026939737],"study_design_scores_gemma":[0.000013179249,0.000072896895,0.00049132586,0.0000024441317,0.00001473799,0.00004065112,0.000011995335,0.0013686541,0.99713457,0.000028119352,0.000816359,0.0000050406616],"about_ca_topic_score_codex":0.0010833384,"about_ca_topic_score_gemma":0.002909957,"teacher_disagreement_score":0.0010833384,"about_ca_system_score_codex":0.00031151355,"about_ca_system_score_gemma":0.0002844043,"threshold_uncertainty_score":0.0027049184},"labels":[],"label_agreement":null}]}