{"meta":{"query_hash":"33722af4f23e","filters":{"venue":"Journal of Surfactants and Detergents"},"cohort_total":74,"direct_labels_cover":0,"predictions_cover":74,"exported":74,"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/33722af4f23e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Surfactants+and+Detergents"},"results":[{"id":"W1479816622","doi":"10.1007/s11743-015-1688-4","title":"Complexation of Surfactant/β‐Cyclodextrin to Inhibit Surfactant Adsorption onto Sand, Kaolin, and Shale for Applications in Enhanced Oil Recovery Processes. Part I: Static Adsorption Analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Mahidol University; Canada Foundation for Innovation","keywords":"Pulmonary surfactant; Chemistry; Adsorption; Sodium dodecylbenzenesulfonate; Sodium dodecyl sulfate; Chemical engineering; Surface tension; Cyclodextrin; Oil shale; Inorganic chemistry; Chromatography; Organic chemistry","score_opus":0.026949014429838082,"score_gpt":0.268313743673675,"score_spread":0.24136472924383692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1479816622","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":[0.9969863,0.0003349839,0.0022076743,0.00001462906,0.0000043002387,0.000027138278,0.000050392464,0.000025616591,0.00034898866],"genre_scores_gemma":[0.9945273,0.00038166044,0.0029475365,0.000020314981,0.0000016433062,0.00003178072,0.00011089462,0.000009456998,0.0019694127],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998714,0.000022945926,0.0000113182905,0.00002405125,0.00004741669,0.0000227968],"domain_scores_gemma":[0.99989283,0.000031459746,0.000028574957,0.000007583491,0.000028361186,0.0000111804175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018677898,0.00022851976,0.00017331775,0.00020121278,0.00009130391,0.0001726359,0.00015843139,0.00020488634,0.0006733387],"category_scores_gemma":[0.00026071735,0.00012675674,0.00017812365,0.00015179474,0.00014147947,0.00014314859,0.0001209112,0.00017600082,0.00014931412],"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":[0.0000315441,0.000016652497,0.00006411327,0.000020361489,0.0000024840099,0.000009165318,0.0000067547376,0.00009158874,0.99917585,0.000015008066,0.0000071410545,0.0005593003],"study_design_scores_gemma":[0.0000027170345,0.00010892559,0.00067478884,0.0000012816431,0.0000042134297,0.000011729302,0.000006959231,0.0007200764,0.9981573,0.0000042974666,0.00030590658,0.0000019019075],"about_ca_topic_score_codex":0.0010781043,"about_ca_topic_score_gemma":0.0019305226,"teacher_disagreement_score":0.0010781043,"about_ca_system_score_codex":0.00024740477,"about_ca_system_score_gemma":0.00016689497,"threshold_uncertainty_score":0.0022525191},"labels":[],"label_agreement":null},{"id":"W1910748443","doi":"10.1007/s11743-015-1692-8","title":"Complexation of Surfactant/β‐Cyclodextrin to Inhibit Surfactant Adsorption onto Sand, Kaolin, and Shale for Applications in Enhanced Oil Recovery Processes. Part III: Oil Displacement Evaluation","year":2015,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Mahidol University; Canada Foundation for Innovation; University of New Brunswick","keywords":"Pulmonary surfactant; Chemistry; Enhanced oil recovery; Residual oil; Adsorption; Oil in place; Chemical engineering; Oil shale; Chromatography; Porous medium; Petroleum engineering; Porosity; Petroleum; Organic chemistry; Waste management; Geology","score_opus":0.03692402622190504,"score_gpt":0.2884507921958069,"score_spread":0.25152676597390183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1910748443","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":[0.9969374,0.00027043308,0.0023153492,0.000016963755,0.000004993102,0.00005047907,0.00005178241,0.00002883145,0.00032377898],"genre_scores_gemma":[0.9933836,0.00043121172,0.0045497674,0.000021106043,0.0000016867251,0.000040998602,0.00009552674,0.000008530386,0.0014676111],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998723,0.000021953741,0.00001418599,0.000019717192,0.000051270596,0.000020589321],"domain_scores_gemma":[0.9998702,0.00003341214,0.00003518272,0.00000898816,0.000037415542,0.000014800412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026283404,0.00024713506,0.0002102759,0.0001659473,0.00009014009,0.00018984226,0.00018035702,0.00024686096,0.0006256272],"category_scores_gemma":[0.00031596905,0.00012525817,0.00020321837,0.00011564411,0.00014226192,0.00019578797,0.00012435205,0.00019693925,0.00014050945],"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":[0.000057220735,0.000029117773,0.000057462006,0.000031421067,0.000003109618,0.000011316915,0.000006966413,0.00014512724,0.99888545,0.00001636465,0.000008322588,0.00074813515],"study_design_scores_gemma":[0.000004408407,0.00019007614,0.00027667868,0.0000013238371,0.0000035082123,0.000010727044,0.0000050828025,0.00047857082,0.9988267,0.0000023084915,0.00019905528,0.0000016626567],"about_ca_topic_score_codex":0.0011370183,"about_ca_topic_score_gemma":0.0021711716,"teacher_disagreement_score":0.0011370183,"about_ca_system_score_codex":0.00027375613,"about_ca_system_score_gemma":0.0002456855,"threshold_uncertainty_score":0.0022608042},"labels":[],"label_agreement":null},{"id":"W1966181926","doi":"10.1007/s11743-011-1303-2","title":"On the Characteristic Curvature of Alkyl‐Polypropylene Oxide Sulfate Extended Surfactants","year":2011,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Alkyl; Chemistry; Branching (polymer chemistry); Pulmonary surfactant; Ethylene oxide; Electrolyte; Propylene oxide; Polypropylene; Curvature; Oxide; Polymer chemistry; Sulfate; Chemical engineering; Organic chemistry; Physical chemistry; Polymer","score_opus":0.030948534810021164,"score_gpt":0.2158808111978858,"score_spread":0.18493227638786464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966181926","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":[0.9972671,0.0002837291,0.0019938673,0.000012496683,0.0000023213322,0.000006602652,0.000025925257,0.000008999856,0.00039880766],"genre_scores_gemma":[0.9991856,0.00012911369,0.0005145689,0.000003840522,0.0000012776643,0.000002847093,0.000024048948,0.0000022245174,0.00013635433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998203,0.000041789743,0.000008105469,0.000019585976,0.0000874407,0.000022828244],"domain_scores_gemma":[0.99945027,0.00022664474,0.00015983022,0.000028326016,0.00009986192,0.000035118206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022207605,0.00023803256,0.00010328712,0.00025925587,0.00006808195,0.00018358823,0.00010393694,0.00014001834,0.00038454088],"category_scores_gemma":[0.0006516727,0.000091509966,0.00011282987,0.00017038973,0.00026210534,0.0002550981,0.00017888054,0.00020395446,0.00009227108],"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":[0.00012117889,0.00000958992,0.0012989674,0.00003529276,0.000006485605,0.000070557755,0.00003073965,0.0015682941,0.9940917,0.00022519517,0.000014286352,0.0025277091],"study_design_scores_gemma":[0.000005877652,0.00034461677,0.008417899,0.0000055618566,0.000012181542,0.000108332744,0.000027590422,0.013065704,0.9775138,0.00014433316,0.0003423422,0.000011763642],"about_ca_topic_score_codex":0.00035439883,"about_ca_topic_score_gemma":0.00028660914,"teacher_disagreement_score":0.00038454088,"about_ca_system_score_codex":0.00017400045,"about_ca_system_score_gemma":0.00008707299,"threshold_uncertainty_score":0.0012863874},"labels":[],"label_agreement":null},{"id":"W1967029179","doi":"10.1007/s11743-013-1497-6","title":"Enlargement of Nanoemulsion Region in Pseudo‐ternary Mixing Diagrams for a Drug Delivery System","year":2013,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pulmonary surfactant; Chemistry; Mixing (physics); Anhydrous; Chromatography; Sorbitan; Ternary operation; Drug delivery; Castor oil; Drug; Chemical engineering; Organic chemistry; Fatty acid ester; Biochemistry; Pharmacology","score_opus":0.013453994972021086,"score_gpt":0.2149810043240649,"score_spread":0.20152700935204382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967029179","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":[0.8120405,0.0054683452,0.1736688,0.00041918398,0.0001686505,0.00043543428,0.00051585055,0.0015172914,0.0057659578],"genre_scores_gemma":[0.9070745,0.0011083822,0.0889852,0.00008937816,0.000030708514,0.00028106917,0.00021676341,0.00012348016,0.002090536],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975187,0.00006629915,0.000025995752,0.00004184926,0.000097014374,0.00001699243],"domain_scores_gemma":[0.99952257,0.00020280373,0.00013469992,0.000020978918,0.0000880131,0.000030991498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034452375,0.00034047558,0.00022033729,0.00064788497,0.0001788976,0.0003372073,0.0001974646,0.000301748,0.0014590715],"category_scores_gemma":[0.000806467,0.00014320933,0.00020594102,0.00024816833,0.00022682785,0.000490407,0.0002069159,0.0004812422,0.0003263303],"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":[0.00013693489,0.00002325196,0.00007058733,0.00008800744,0.000003520774,0.000031337102,0.00002438591,0.00022374536,0.99453497,0.0004969818,0.00004549475,0.0043207626],"study_design_scores_gemma":[0.000018595867,0.00017469825,0.00053677097,0.000008046586,0.000011343319,0.000103340666,0.0000064914957,0.004990523,0.9914322,0.00017689413,0.0025333418,0.0000078360945],"about_ca_topic_score_codex":0.00019406914,"about_ca_topic_score_gemma":0.00021824891,"teacher_disagreement_score":0.0014590715,"about_ca_system_score_codex":0.0003338741,"about_ca_system_score_gemma":0.0002374557,"threshold_uncertainty_score":0.0048810244},"labels":[],"label_agreement":null},{"id":"W1970482034","doi":"10.1007/s11743-012-1343-2","title":"The HLD‐NAC Model for Extended Surfactant Microemulsions","year":2012,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microemulsion; Pulmonary surfactant; Branching (polymer chemistry); Chemistry; Alkyl; Coalescence (physics); Solubilization; Chemical engineering; Surface tension; Thermodynamics; Organic chemistry","score_opus":0.02813183998425011,"score_gpt":0.2702934046360456,"score_spread":0.2421615646517955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970482034","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24677403,0.0074528316,0.6747568,0.0016180899,0.00076622254,0.00073969376,0.0022730068,0.001130658,0.06448867],"genre_scores_gemma":[0.8503517,0.0026879024,0.103314616,0.00058160874,0.000108566375,0.00079235213,0.000891593,0.00017063737,0.041100986],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998646,0.000028975483,0.000009941191,0.00002842556,0.000047599682,0.000020576224],"domain_scores_gemma":[0.99984527,0.00003865739,0.000032111613,0.000018420287,0.000048698916,0.000016787768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025129,0.0004728966,0.000344543,0.00046526626,0.00018321593,0.00038612305,0.0010026089,0.00060766545,0.0025107348],"category_scores_gemma":[0.00043103943,0.00013596217,0.00035803826,0.0002863311,0.0003825708,0.00070993527,0.00042986215,0.00045585766,0.00092714425],"study_design_candidate":"theoretical_or_conceptual","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":[0.00033744427,0.00023476077,0.0014517755,0.0009341225,0.000064049535,0.0014345663,0.00028140517,0.3922304,0.27024505,0.29648286,0.004946463,0.03135712],"study_design_scores_gemma":[0.00003275913,0.00014013058,0.00037732816,0.000021063202,0.000009809003,0.00022755483,0.00001541452,0.96364015,0.008426717,0.011585967,0.0155025255,0.000020614005],"about_ca_topic_score_codex":0.0022522705,"about_ca_topic_score_gemma":0.0013716344,"teacher_disagreement_score":0.0025107348,"about_ca_system_score_codex":0.0006633546,"about_ca_system_score_gemma":0.00045505297,"threshold_uncertainty_score":0.0083991885},"labels":[],"label_agreement":null},{"id":"W1972856575","doi":"10.1007/s11743-011-1268-1","title":"Solubilization of Aromatic Hydrocarbons in Ethylene Oxide‐Propylene Oxide Triblock Micelles: Location of Solubilizate and its Effect on Micelle Size from 2D NMR and Scattering Techniques","year":2011,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"Board of Research in Nuclear Sciences","keywords":"Micelle; Chemistry; Copolymer; Benzene; Dynamic light scattering; Propylene oxide; Ethylene oxide; Toluene; Proton NMR; Small-angle neutron scattering; Aggregation number; Two-dimensional nuclear magnetic resonance spectroscopy; Neutron scattering; Critical micelle concentration; Polymer chemistry; Cloud point; Organic chemistry; Chemical engineering; Scattering; Polymer; Stereochemistry; Aqueous solution","score_opus":0.018319098799011654,"score_gpt":0.2303364066756349,"score_spread":0.21201730787662326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972856575","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":[0.9963852,0.0006256321,0.0022808143,0.000039744093,0.000007120893,0.00001666971,0.00013392617,0.00004280032,0.00046803823],"genre_scores_gemma":[0.9940222,0.0007638702,0.003572628,0.000023547176,0.000008080536,0.00003953117,0.00027735817,0.000035180812,0.0012575745],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982697,0.00004096352,0.00001703609,0.000033100336,0.000052516058,0.000029357003],"domain_scores_gemma":[0.999666,0.00010255606,0.00011906472,0.000017426808,0.000052294963,0.000042724503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003018392,0.00048394778,0.00024015672,0.00026904044,0.0001348146,0.00026833723,0.00014496587,0.00022501608,0.0007122518],"category_scores_gemma":[0.0005158775,0.0001745688,0.00015784934,0.00022192387,0.0002110812,0.0003712281,0.00019734979,0.00035722015,0.00023249477],"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":[0.000022210423,0.0000064122123,0.00006110013,0.000009293757,0.000001284886,0.000008913672,0.000009716117,0.000038073056,0.9996222,0.000009476527,0.0000016198038,0.0002096616],"study_design_scores_gemma":[0.0000023928778,0.00007424712,0.00067892345,0.0000015126358,0.0000029442135,0.000013350983,0.0000075278404,0.0007798474,0.99831855,0.000006727794,0.000112082,0.0000018777579],"about_ca_topic_score_codex":0.00080105814,"about_ca_topic_score_gemma":0.0010157229,"teacher_disagreement_score":0.00080105814,"about_ca_system_score_codex":0.00024873877,"about_ca_system_score_gemma":0.00024341265,"threshold_uncertainty_score":0.0023826957},"labels":[],"label_agreement":null},{"id":"W1984241709","doi":"10.1007/s11743-013-1462-4","title":"Comparative Analysis of Rhamnolipids from Novel Environmental Isolates of <i>Pseudomonas aeruginosa</i>","year":2013,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Armand Frappier Museum; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rhamnolipid; Chemistry; Sunflower oil; Sunflower; Food science; Pseudomonas aeruginosa; Chromatography; Strain (injury); Pseudomonadaceae; Microbiology; Environmental chemistry; Bacteria; Horticulture; Biology","score_opus":0.013628303322421362,"score_gpt":0.22075994308573216,"score_spread":0.20713163976331078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984241709","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":[0.9978169,0.0002639136,0.0007071023,0.000024766472,0.0000041004964,0.000024303572,0.00069018273,0.000020551874,0.0004481867],"genre_scores_gemma":[0.99284416,0.0005373266,0.0031263055,0.000040191146,0.000013316029,0.000057203983,0.0027176465,0.000026855238,0.0006368722],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99967885,0.000051759176,0.000037630583,0.000069360714,0.00010129617,0.000061112216],"domain_scores_gemma":[0.9996786,0.000051073723,0.00008953525,0.000017926854,0.00011530867,0.00004757413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018954132,0.00057694735,0.00026251952,0.00085860194,0.0002026698,0.00044873374,0.00015477488,0.0002790329,0.00042830274],"category_scores_gemma":[0.00042597105,0.00014496947,0.00028371613,0.00058268255,0.00014868032,0.00027207367,0.0003561781,0.0002684644,0.00024414156],"study_design_candidate":"observational","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":[0.00005242558,0.000017399072,0.001257081,0.000034748682,0.0000070281712,0.000049676837,0.00003894419,0.00002043857,0.99767333,0.000004643114,0.0000072564026,0.00083708874],"study_design_scores_gemma":[0.000007985433,0.0006363847,0.08424727,0.000020948957,0.000064498905,0.0008885706,0.00044385818,0.00039120583,0.9119622,0.000030678977,0.0012865626,0.00001981358],"about_ca_topic_score_codex":0.0014169242,"about_ca_topic_score_gemma":0.0013107818,"teacher_disagreement_score":0.0014169242,"about_ca_system_score_codex":0.00011711071,"about_ca_system_score_gemma":0.00016318393,"threshold_uncertainty_score":0.0028173327},"labels":[],"label_agreement":null},{"id":"W1994707925","doi":"10.1007/s11743-006-5011-2","title":"Formulation of ultralow interfacial tension systems using extended surfactants","year":2006,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pulmonary surfactant; Chemistry; Surface tension; Microemulsion; Critical micelle concentration; Triolein; Chemical engineering; Micelle; Alkyl; Fatty alcohol; Organic chemistry; Chromatography; Aqueous solution; Thermodynamics","score_opus":0.01204410406015735,"score_gpt":0.20719110754740977,"score_spread":0.19514700348725242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994707925","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827155,0.0017174077,0.014840908,0.00004244941,0.000024065232,0.000033682787,0.0000733938,0.000052441326,0.00050009356],"genre_scores_gemma":[0.981991,0.0011356084,0.015373751,0.000045735498,0.00001568281,0.000048596958,0.00017506848,0.000017421964,0.0011970841],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998603,0.000025319774,0.000020187492,0.000028339258,0.000048864287,0.000017043094],"domain_scores_gemma":[0.9998035,0.000034832174,0.0000808997,0.000015395248,0.00004139904,0.000024001047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020481447,0.00030898457,0.00025310979,0.00022109383,0.00006891806,0.00031703422,0.0002492444,0.0002895275,0.00032116423],"category_scores_gemma":[0.00026639024,0.00013652859,0.00018771633,0.000192626,0.00014053585,0.0004515335,0.0004179458,0.00045090835,0.00013665155],"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":[0.000014263798,0.000009566796,0.000039752733,0.000029794268,0.0000050226695,0.000022924263,0.000008485496,0.0002268827,0.9987864,0.000051451854,0.0000073558517,0.0007981459],"study_design_scores_gemma":[0.000011296092,0.0002210077,0.00029334155,0.000008021083,0.000010538911,0.00004410608,0.000008665881,0.0019781485,0.9961124,0.00003675198,0.0012708119,0.0000049823993],"about_ca_topic_score_codex":0.0001790336,"about_ca_topic_score_gemma":0.00030055846,"teacher_disagreement_score":0.00032116423,"about_ca_system_score_codex":0.00019673485,"about_ca_system_score_gemma":0.00011760915,"threshold_uncertainty_score":0.0014274716},"labels":[],"label_agreement":null},{"id":"W1996236057","doi":"10.1007/s11743-009-1118-6","title":"Pure <i>N</i>‐Alkylaminopropionic Acid and <i>N</i>‐Alkylaminodipropionic Acid Sodium Salts: Synthesis, Characterization, and Physicochemical Properties","year":2009,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Saponification; Aqueous solution; Anhydrous; Isopropylamine; Gibbs free energy; Methyl acrylate; Organic chemistry; Critical micelle concentration; Micelle; Michael reaction; Methylene; Acrylate; Nuclear chemistry; Polymer chemistry; Copolymer; Polymer","score_opus":0.011797636238119922,"score_gpt":0.20580947383753426,"score_spread":0.19401183759941434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996236057","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":[0.97892934,0.004126657,0.010975894,0.00007688694,0.00004671125,0.00024969334,0.00081129576,0.00010912707,0.004674407],"genre_scores_gemma":[0.97242266,0.0029901604,0.018104192,0.00006752342,0.000026735064,0.00029266626,0.001336123,0.0000737087,0.0046861754],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996562,0.00005502648,0.000052577292,0.000041064824,0.0001588431,0.000036288795],"domain_scores_gemma":[0.9995522,0.000065617394,0.0000888308,0.00004201548,0.00019107036,0.000060083694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039760652,0.0004394643,0.00028052158,0.00043947957,0.00017392167,0.00036566338,0.00033750822,0.00037696262,0.0010290453],"category_scores_gemma":[0.0007028583,0.0002423816,0.00012585249,0.0003126507,0.00017655212,0.0003317967,0.00017776854,0.00022475942,0.00071043946],"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":[0.000049006518,0.000012466636,0.00013811243,0.000058753893,0.000004162115,0.000030904368,0.000007854326,0.000065948494,0.99838877,0.000057138477,0.00003210596,0.0011547768],"study_design_scores_gemma":[0.000011035025,0.0001337561,0.0006106887,0.0000066068073,0.00001058184,0.000102825725,0.000009685526,0.00032371926,0.99706334,0.00002951324,0.0016947623,0.0000034496427],"about_ca_topic_score_codex":0.0003307406,"about_ca_topic_score_gemma":0.00061342947,"teacher_disagreement_score":0.0010290453,"about_ca_system_score_codex":0.0002328395,"about_ca_system_score_gemma":0.0003202302,"threshold_uncertainty_score":0.0034425259},"labels":[],"label_agreement":null},{"id":"W2002242394","doi":"10.1007/s11743-007-1045-3","title":"Adsorption of Anionic–Cationic Surfactant Mixtures on Metal oxide Surfaces","year":2007,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Oklahoma","keywords":"Pulmonary surfactant; Cationic polymerization; Chemistry; Adsorption; Sodium dodecyl sulfate; Inorganic chemistry; Micelle; Critical micelle concentration; Chloride; Organic chemistry; Aqueous solution","score_opus":0.017328332735246584,"score_gpt":0.2562113495646878,"score_spread":0.23888301682944119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002242394","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":[0.9964193,0.00106931,0.0015958906,0.000026936112,0.000016425392,0.000020306034,0.00003798735,0.00002595876,0.0007878518],"genre_scores_gemma":[0.99547344,0.0006184356,0.0026906962,0.00003855702,0.000013417541,0.000021624279,0.00011824897,0.000014150895,0.0010114338],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936754,0.00011467445,0.000045257035,0.00008650082,0.0002730958,0.000113022186],"domain_scores_gemma":[0.99971896,0.00008407228,0.000041706204,0.000017803015,0.00008741924,0.000049950173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047297255,0.00059909804,0.00046630704,0.0004984988,0.00022573207,0.0005424173,0.00036658868,0.0004462988,0.00079674704],"category_scores_gemma":[0.000612381,0.00025183495,0.00032721253,0.00027434167,0.0002072988,0.0003583198,0.00041809882,0.00033034856,0.000297335],"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":[0.000049972456,0.000012211709,0.0001511956,0.000031554104,0.000009145354,0.000019495244,0.00001031835,0.000054528406,0.9989629,0.000017551654,0.000006742673,0.00067429175],"study_design_scores_gemma":[0.0000070529095,0.00019190848,0.00069843687,0.0000047891795,0.000014207068,0.000034126384,0.000025575428,0.00084127707,0.99788874,0.0000137497655,0.00027619858,0.0000040589844],"about_ca_topic_score_codex":0.00094166124,"about_ca_topic_score_gemma":0.001016395,"teacher_disagreement_score":0.00094166124,"about_ca_system_score_codex":0.0003298504,"about_ca_system_score_gemma":0.00024555906,"threshold_uncertainty_score":0.002665341},"labels":[],"label_agreement":null},{"id":"W2003140953","doi":"10.1007/s11743-014-1616-z","title":"Synthesis, Physico‐Chemical Properties and Enhanced Oil Recovery Flooding Evaluation of Novel Zwitterionic Gemini Surfactants","year":2014,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Surface tension; Wetting; Chemistry; Contact angle; Chemical engineering; Pulmonary surfactant; Enhanced oil recovery; Foaming agent; Organic chemistry; Thermodynamics; Porosity","score_opus":0.05154882698908958,"score_gpt":0.24904123431867098,"score_spread":0.1974924073295814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003140953","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":[0.99197245,0.0026317306,0.0047004344,0.000050550694,0.000015489775,0.000031991018,0.000068582805,0.000028565148,0.0005002572],"genre_scores_gemma":[0.98935306,0.0022017283,0.007274838,0.000029000916,0.000009850817,0.00003018697,0.00011978593,0.000010802821,0.00097060617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989295,0.000018999972,0.000016205324,0.000018638166,0.000039073922,0.000014058296],"domain_scores_gemma":[0.99985695,0.00001693085,0.000053848795,0.0000073421106,0.00004701454,0.000017907341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028465688,0.00042375305,0.00020576005,0.00027459732,0.00012424111,0.00023093722,0.00014542179,0.0002673742,0.00021069031],"category_scores_gemma":[0.00028013004,0.000118661286,0.0001744668,0.0002256389,0.00012601484,0.0003939966,0.00013020504,0.00020775311,0.000097373755],"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":[0.000021721702,0.000007802553,0.0000860907,0.000038513197,0.0000039830384,0.000030632047,0.000012867328,0.000074940275,0.99856985,0.00003787906,0.000008066587,0.0011077398],"study_design_scores_gemma":[0.0000036780057,0.0001302144,0.00038135838,0.0000016286255,0.000010657228,0.000047810365,0.000010925876,0.00057536596,0.99814487,0.000010014432,0.00067963346,0.0000037335396],"about_ca_topic_score_codex":0.00044526215,"about_ca_topic_score_gemma":0.0009756358,"teacher_disagreement_score":0.00044526215,"about_ca_system_score_codex":0.0002504648,"about_ca_system_score_gemma":0.00017189838,"threshold_uncertainty_score":0.0018172264},"labels":[],"label_agreement":null},{"id":"W2011649185","doi":"10.1007/s11743-014-1631-0","title":"The HLD Study of Surfactant Partitioning for Oilfield Corrosion Inhibitors","year":2014,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Ecolab","keywords":"Chemistry; Corrosion; Cationic polymerization; Toluene; Pulmonary surfactant; Organic chemistry","score_opus":0.014820856630859969,"score_gpt":0.24291412356747735,"score_spread":0.22809326693661738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011649185","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":[0.9949492,0.00021696686,0.004155469,0.000035211906,0.0000033693536,0.000014363759,0.00009825907,0.000033380627,0.00049381267],"genre_scores_gemma":[0.9982157,0.00010071792,0.0012347046,0.000009464059,0.0000017451407,0.000009245309,0.00007727645,0.0000057440425,0.00034546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983,0.000032034015,0.000008089362,0.00003194106,0.000069857175,0.000028026014],"domain_scores_gemma":[0.99969375,0.00014819994,0.00004873525,0.000021227012,0.000068705835,0.000019351355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003151084,0.00024582705,0.00022106664,0.00029815908,0.00018520685,0.00030265987,0.0002564662,0.00029302845,0.00054154196],"category_scores_gemma":[0.0007067109,0.00012976749,0.00027395508,0.00023094646,0.0002595195,0.0003484828,0.00028067382,0.0005151434,0.00025278734],"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":[0.00021780681,0.0000715677,0.004811642,0.0000726334,0.00002517563,0.00009714845,0.00007761928,0.02934198,0.96054024,0.00065134495,0.00012485772,0.0039680246],"study_design_scores_gemma":[0.000018258956,0.0003808581,0.0051438925,0.0000059666095,0.000010767032,0.000059327158,0.000054685916,0.3898903,0.60371304,0.00015761994,0.00054874225,0.000016497936],"about_ca_topic_score_codex":0.006098273,"about_ca_topic_score_gemma":0.0019279125,"teacher_disagreement_score":0.006098273,"about_ca_system_score_codex":0.00065938174,"about_ca_system_score_gemma":0.00026132207,"threshold_uncertainty_score":0.012125552},"labels":[],"label_agreement":null},{"id":"W2026143803","doi":"10.1007/s11743-009-1107-9","title":"A 1D‐ and 2D‐NMR Study of an Anionic Surfactant/Neutral Polymer Complex","year":2009,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Pulmonary surfactant; Chemistry; Polymer; Deuterium NMR; Ethylene oxide; Proton NMR; NMR spectra database; Carbon-13 NMR; Micelle; Aqueous solution; Polymer chemistry; Physical chemistry; Organic chemistry; Spectral line; Copolymer","score_opus":0.02772778698615927,"score_gpt":0.2726996389787677,"score_spread":0.24497185199260843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026143803","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":[0.9950145,0.000748284,0.0025379132,0.00010152723,0.00001663616,0.000026052896,0.00012387382,0.000036175177,0.0013950352],"genre_scores_gemma":[0.9940142,0.00054395496,0.0033580994,0.000108749606,0.0000145254,0.000027453498,0.00036309866,0.00002389976,0.0015459296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998053,0.000027415643,0.000010688126,0.00004773168,0.00007966042,0.00002930093],"domain_scores_gemma":[0.9997459,0.00008861616,0.000039345014,0.000019757254,0.000060657654,0.000045673714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022248084,0.0002851488,0.00041694316,0.00022129397,0.0002750572,0.00034417168,0.00036775167,0.00038055965,0.0010326422],"category_scores_gemma":[0.00060297013,0.00017824327,0.00012038578,0.0002430321,0.0003137169,0.00037464165,0.00019202655,0.0005271462,0.00020983347],"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":[0.00006329739,0.00002576005,0.00011650234,0.000039965045,0.000009416224,0.000064930144,0.00005096012,0.000117374555,0.99877244,0.00009952229,0.000033396693,0.000606388],"study_design_scores_gemma":[0.000042191867,0.0003667324,0.0021970111,0.000008238803,0.000026630767,0.0002710893,0.00008118661,0.0042658322,0.99001956,0.000096763724,0.0026034056,0.000021362433],"about_ca_topic_score_codex":0.0007919789,"about_ca_topic_score_gemma":0.00058627117,"teacher_disagreement_score":0.0010326422,"about_ca_system_score_codex":0.0003473081,"about_ca_system_score_gemma":0.00022224487,"threshold_uncertainty_score":0.003454566},"labels":[],"label_agreement":null},{"id":"W2032837313","doi":"10.1007/s11743-011-1307-y","title":"Cationic Micelles Modulated in the Presence of α,ω‐Alkanediols: A SANS, NMR and Conductometric Study","year":2011,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada; University Grants Commission","keywords":"Chemistry; Micelle; Counterion; Critical micelle concentration; Bromide; Pulmonary surfactant; Solubility; Solvent; Cationic polymerization; Phase (matter); Small-angle neutron scattering; Physical chemistry; Inorganic chemistry; Neutron scattering; Aqueous solution; Organic chemistry; Scattering; Ion","score_opus":0.049780132386665274,"score_gpt":0.2581750977787463,"score_spread":0.20839496539208102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032837313","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":[0.9971334,0.00051665923,0.0015538896,0.000040039926,0.000014483256,0.000020402043,0.0001237277,0.000025469864,0.0005720067],"genre_scores_gemma":[0.9953426,0.0006154029,0.0029670398,0.000041438503,0.000012471032,0.000032265194,0.00017317163,0.000012726368,0.00080297317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998567,0.00003395125,0.0000156578,0.000029394409,0.000044669887,0.000019599955],"domain_scores_gemma":[0.99968386,0.00006818817,0.000089315436,0.000013796113,0.00009947535,0.000045455443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028315137,0.00039753833,0.0001764387,0.00014025178,0.00010102661,0.00023060497,0.00013980968,0.00024069128,0.00046301848],"category_scores_gemma":[0.00028419532,0.00011899498,0.00011969533,0.00015422037,0.00028123177,0.00023080602,0.000102552236,0.00035145952,0.00014436968],"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":[0.000016852602,0.0000037295451,0.000039848834,0.000008361927,0.0000010082048,0.000007212902,0.000009403639,0.000016087293,0.9997974,0.0000066909706,0.0000015084095,0.000092050395],"study_design_scores_gemma":[0.0000044733288,0.00009754668,0.0009953245,0.0000034008388,0.000005353496,0.000026444859,0.000021324175,0.00056392595,0.9980616,0.000008678715,0.00020859989,0.0000033234019],"about_ca_topic_score_codex":0.00049971865,"about_ca_topic_score_gemma":0.0005873509,"teacher_disagreement_score":0.00049971865,"about_ca_system_score_codex":0.00014586188,"about_ca_system_score_gemma":0.0001368641,"threshold_uncertainty_score":0.0015489459},"labels":[],"label_agreement":null},{"id":"W2035486753","doi":"10.1007/s11743-007-1053-3","title":"Investigation of the Structure‐Directing Effect of Surfactants on the Distribution of Silicate Species Using <sup>29</sup>Si‐NMR Spectroscopy","year":2008,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Western University; California Consumer Protection Foundation","keywords":"Chemistry; Silicate; Sodium silicate; Ammonium hydroxide; Inorganic chemistry; Sodium hydroxide; Polyelectrolyte; Pulmonary surfactant; Hydroxide; Polymerization; Ammonium; Nuclear magnetic resonance spectroscopy; Physical chemistry; Chemical engineering; Organic chemistry; Polymer","score_opus":0.033775217068523884,"score_gpt":0.21822584510791052,"score_spread":0.18445062803938664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035486753","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":[0.9949995,0.0007042903,0.0024656293,0.00006244357,0.000011787383,0.000018240784,0.00007700529,0.000029347008,0.0016318222],"genre_scores_gemma":[0.9929096,0.000975842,0.005045773,0.00005310993,0.000010992281,0.000014547499,0.0000836411,0.000018416615,0.0008879763],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998535,0.00003681557,0.000011618089,0.000032085736,0.000043521595,0.000022565275],"domain_scores_gemma":[0.99946564,0.0002316536,0.00009672215,0.000020108426,0.00014497258,0.000040891748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035088105,0.0002701807,0.00020069546,0.00013558283,0.0001243128,0.00026138636,0.00018626537,0.0002431816,0.00076411176],"category_scores_gemma":[0.00051149627,0.00017452353,0.000117087584,0.00010863162,0.000311976,0.00021353218,0.00010441207,0.00030944357,0.00022177072],"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":[0.0000243365,0.0000030433869,0.00005991876,0.000013248369,0.0000012468458,0.000010247724,0.0000070374977,0.000023183547,0.9995309,0.000014523148,0.0000045926477,0.0003078771],"study_design_scores_gemma":[0.0000026205946,0.000053362353,0.00036533555,0.000001000818,0.0000031568559,0.00001598884,0.0000069512553,0.00024011698,0.99912363,0.0000064211586,0.00018016665,0.0000012967564],"about_ca_topic_score_codex":0.00046052976,"about_ca_topic_score_gemma":0.0007198852,"teacher_disagreement_score":0.00076411176,"about_ca_system_score_codex":0.00014052312,"about_ca_system_score_gemma":0.00022662034,"threshold_uncertainty_score":0.0025561452},"labels":[],"label_agreement":null},{"id":"W2036616396","doi":"10.1007/s11743-002-0234-9","title":"An alternative synthesis and mobile phase ion chromatography of alkanedisulfates","year":2002,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"Max-Planck-Institut für Chemie; National Science Council","keywords":"Chemistry; Tetrabutylammonium hydroxide; Acetonitrile; Triethylamine; Sodium hydroxide; Hydrophilic interaction chromatography; Hydroxide; Inorganic chemistry; Acetone; Dodecane; Anhydrous; Recrystallization (geology); Chloride; Chromatography; Organic chemistry; High-performance liquid chromatography","score_opus":0.01643093070773468,"score_gpt":0.2631479269280367,"score_spread":0.246716996220302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036616396","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52508676,0.011206402,0.43031228,0.0013464941,0.0012591167,0.0023966166,0.0026248954,0.004425002,0.02134247],"genre_scores_gemma":[0.40888178,0.010795993,0.52778804,0.0011704067,0.0005351051,0.0012899226,0.006580704,0.0009458395,0.04201224],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908435,0.00010067741,0.0000657534,0.000247642,0.0003846132,0.000117012925],"domain_scores_gemma":[0.99946946,0.00015290559,0.00005351937,0.00006507839,0.00016321466,0.000095824864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055749074,0.0016163705,0.00068525714,0.0010173959,0.00047997118,0.0009006127,0.0010959259,0.00104828,0.003875137],"category_scores_gemma":[0.00079370406,0.0005583341,0.00048916583,0.00057651475,0.00040810637,0.00063242373,0.0007695855,0.0011957324,0.003923075],"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":[0.000070186055,0.00005291095,0.000070112874,0.000078461155,0.000015655953,0.00006146857,0.000024694504,0.000051820403,0.99205786,0.00025887231,0.00011683734,0.007141184],"study_design_scores_gemma":[0.000034214503,0.00021147594,0.00039727121,0.000012501326,0.000025589725,0.00035570248,0.00002965653,0.0007230884,0.9883109,0.000108834916,0.009772256,0.00001856669],"about_ca_topic_score_codex":0.0008699296,"about_ca_topic_score_gemma":0.0018865076,"teacher_disagreement_score":0.003875137,"about_ca_system_score_codex":0.0005574591,"about_ca_system_score_gemma":0.0009046376,"threshold_uncertainty_score":0.012963593},"labels":[],"label_agreement":null},{"id":"W2046960075","doi":"10.1007/s11743-002-0200-6","title":"The effect of shear and oil/water ratio on the required hydrophile‐lipophile balance for emulsification","year":2002,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Research Council (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Pulmonary surfactant; Kerosene; Emulsion; Chromatography; Shear (geology); Water in oil; Emulsified fuel; Chemical engineering; Organic chemistry; Composite material; Materials science","score_opus":0.018065759469640102,"score_gpt":0.2262931429000318,"score_spread":0.2082273834303917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046960075","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":[0.9953852,0.0009942162,0.0022313264,0.00007005933,0.000035820976,0.000054861343,0.00015622252,0.00003751229,0.0010346656],"genre_scores_gemma":[0.99579215,0.00083379145,0.0025732303,0.000055429773,0.000016857986,0.000034913573,0.00016000483,0.000028765446,0.0005048457],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994229,0.00014491304,0.00012736922,0.00008483188,0.00014832336,0.00007165694],"domain_scores_gemma":[0.9978308,0.001264571,0.00038525916,0.00007079938,0.00027390366,0.00017457246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096514646,0.00062767667,0.00039664816,0.00037407991,0.00015417376,0.00065264513,0.00017865145,0.00031980456,0.0016271431],"category_scores_gemma":[0.0026620468,0.00039009887,0.00019164626,0.00027391853,0.00025608114,0.0005411268,0.00030273403,0.00052481616,0.0005678082],"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":[0.0005133487,0.000058600017,0.0010938308,0.00006861341,0.000012254599,0.000047799665,0.000029461864,0.00017864013,0.9957521,0.00006569578,0.000032892076,0.002146739],"study_design_scores_gemma":[0.000019036173,0.0004658289,0.0022057788,0.000008716742,0.000026191597,0.00004312671,0.000022164422,0.0006136116,0.9962418,0.000026399437,0.00032063617,0.0000066339035],"about_ca_topic_score_codex":0.0003094861,"about_ca_topic_score_gemma":0.000449081,"teacher_disagreement_score":0.0016271431,"about_ca_system_score_codex":0.00020992152,"about_ca_system_score_gemma":0.00026812087,"threshold_uncertainty_score":0.0054433346},"labels":[],"label_agreement":null},{"id":"W2070193600","doi":"10.1007/s11743-009-1164-0","title":"Surfactant‐like Properties of Alkaline Extracts from Wastewater Biosolids","year":2009,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Chemistry; Critical micelle concentration; Pulmonary surfactant; Chromatography; Extraction (chemistry); Surface tension; Sodium dodecyl sulfate; Wastewater; Micelle; Sodium hydroxide; Biosolids; Nuclear chemistry; Inorganic chemistry; Aqueous solution; Organic chemistry","score_opus":0.013325653310281266,"score_gpt":0.20431081419983887,"score_spread":0.1909851608895576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070193600","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":[0.9947807,0.0020449124,0.0020238615,0.000029179211,0.000011302712,0.000032873653,0.00025101923,0.000024416022,0.0008017583],"genre_scores_gemma":[0.9963624,0.0008039871,0.0013631047,0.00003493743,0.000006355217,0.000022395147,0.00039013883,0.000012319955,0.0010043903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998534,0.00002671476,0.000015235554,0.000015615056,0.000068579786,0.000020449093],"domain_scores_gemma":[0.9998018,0.000047059675,0.000054718243,0.000007631327,0.000064714026,0.000024132334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017152345,0.00044935913,0.00025966528,0.00030722067,0.00009462616,0.00029488347,0.00011792223,0.00023710908,0.0006829587],"category_scores_gemma":[0.00027369088,0.00011398698,0.00018917353,0.00030589846,0.0001321066,0.00019200878,0.00016504482,0.0003434157,0.00021549157],"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":[0.000042025138,0.000005429085,0.00019475583,0.000036914815,0.0000039337406,0.000019481517,0.000009548479,0.000027628388,0.99903464,0.0000075917587,0.000003689625,0.00061447057],"study_design_scores_gemma":[0.0000060336256,0.00019931048,0.003638867,0.00000910471,0.000012087759,0.00009660525,0.000036158628,0.00022305328,0.9952253,0.000020749027,0.00052802754,0.0000046593577],"about_ca_topic_score_codex":0.00045993662,"about_ca_topic_score_gemma":0.00046256854,"teacher_disagreement_score":0.0006829587,"about_ca_system_score_codex":0.0001109032,"about_ca_system_score_gemma":0.00013967855,"threshold_uncertainty_score":0.0022847056},"labels":[],"label_agreement":null},{"id":"W2077597509","doi":"10.1007/s11743-006-0387-6","title":"Microemulsion phase behavior of anionic‐cationic surfactant mixtures: Effect of tail branching","year":2006,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pulmonary surfactant; Cationic polymerization; Microemulsion; Chemistry; Branching (polymer chemistry); Chromatography; Inorganic chemistry; Organic chemistry","score_opus":0.007517938620532612,"score_gpt":0.25669202565821936,"score_spread":0.24917408703768676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077597509","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":[0.9971004,0.0008947829,0.0012995675,0.000023217159,0.000011261271,0.000023466317,0.000046518333,0.000030003688,0.000570605],"genre_scores_gemma":[0.9978769,0.00043350336,0.0012075085,0.0000155457,0.000004472151,0.000011967709,0.00005301786,0.0000131209135,0.00038383566],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973875,0.00006035405,0.000034196437,0.000046982896,0.00007592435,0.000043730524],"domain_scores_gemma":[0.9995796,0.00016313087,0.0000817955,0.00001714553,0.00009161535,0.0000667803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004455311,0.00043076667,0.00023079304,0.00023102245,0.00012375503,0.0004065097,0.00018007505,0.00023901115,0.00073476054],"category_scores_gemma":[0.0008223448,0.00019858882,0.00014049257,0.00015486227,0.00017844085,0.00045742994,0.00021516986,0.00033589153,0.00022515621],"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":[0.00014858301,0.000023210549,0.00019649614,0.000029116547,0.0000057175157,0.000018556915,0.000018537863,0.00007600545,0.9983845,0.000024356783,0.0000065546888,0.0010683754],"study_design_scores_gemma":[0.000009010138,0.00018665727,0.00038612733,0.0000034193017,0.0000099668105,0.000019279807,0.000008897917,0.00042999478,0.9987388,0.0000056977738,0.00019954733,0.0000024604549],"about_ca_topic_score_codex":0.0006736886,"about_ca_topic_score_gemma":0.000814556,"teacher_disagreement_score":0.00073476054,"about_ca_system_score_codex":0.00022415613,"about_ca_system_score_gemma":0.00024723547,"threshold_uncertainty_score":0.0024579763},"labels":[],"label_agreement":null},{"id":"W2079510311","doi":"10.1007/s11743-012-1425-1","title":"Suspensions of Iron Oxide Nanoparticles Stabilized by Anionic Surfactants","year":2013,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Pulmonary surfactant; Adsorption; Bilayer; Nanoparticle; Zeta potential; DLVO theory; Aqueous solution; Chemical engineering; Inorganic chemistry; Critical micelle concentration; Iron oxide; Iron oxide nanoparticles; Micelle; Membrane; Organic chemistry; Colloid","score_opus":0.010595521892785674,"score_gpt":0.2179796501963149,"score_spread":0.20738412830352923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079510311","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":[0.993163,0.0008316221,0.0048290896,0.000047981026,0.000045807185,0.000034753415,0.00005079928,0.000054713917,0.00094233826],"genre_scores_gemma":[0.99172944,0.000458334,0.0062711234,0.00004654884,0.00001800726,0.000032856253,0.0001341326,0.000018448412,0.0012910877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978596,0.000037722435,0.000035503454,0.000045519646,0.000067147404,0.000028146462],"domain_scores_gemma":[0.99977595,0.000055857832,0.0000548009,0.000009955708,0.00007714043,0.000026368367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034215412,0.00035932483,0.00024902634,0.00036482196,0.00018028704,0.00026003763,0.00023219704,0.00039988288,0.00033185267],"category_scores_gemma":[0.0004303634,0.00016863795,0.0001943117,0.00015967271,0.00015633197,0.00020628887,0.00022994367,0.00030813558,0.00015640234],"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":[0.000035378853,0.00001307907,0.000052218733,0.000022461418,0.0000037683747,0.000018639417,0.000011490006,0.00008811286,0.9991574,0.000032836593,0.000007945032,0.0005565092],"study_design_scores_gemma":[0.00000952281,0.00016045071,0.00025385697,0.0000049478654,0.000008200497,0.000016815884,0.0000068066447,0.00089875696,0.9981996,0.000014873829,0.00042319077,0.000002995285],"about_ca_topic_score_codex":0.0006080194,"about_ca_topic_score_gemma":0.0009226016,"teacher_disagreement_score":0.0006080194,"about_ca_system_score_codex":0.00025397207,"about_ca_system_score_gemma":0.00017454317,"threshold_uncertainty_score":0.0018427372},"labels":[],"label_agreement":null},{"id":"W2084729443","doi":"10.1007/s11743-000-0136-x","title":"Optimization of lipase‐catalyzed sorbitol monoester synthesis in organic medium","year":2000,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Sorbitol; Chemistry; Lipase; Polyol; Catalysis; Oleic acid; Chromatography; Organic chemistry; Enzyme; Biochemistry","score_opus":0.007743922073546717,"score_gpt":0.22502642554098565,"score_spread":0.21728250346743894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084729443","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":[0.97622025,0.002643496,0.019047586,0.000067492314,0.000034455894,0.000095936724,0.0002887186,0.00013508955,0.0014669222],"genre_scores_gemma":[0.97931117,0.0028768482,0.0158644,0.000023561362,0.0000064187643,0.000099481156,0.00037801918,0.000051109226,0.0013890046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970067,0.00006757864,0.000033864988,0.00006109857,0.00009142492,0.000045487996],"domain_scores_gemma":[0.99983144,0.00006856179,0.00004287845,0.000010630857,0.000021060905,0.000025332256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046534475,0.0010417342,0.0008755086,0.00040555833,0.000118712785,0.0008134177,0.0004030185,0.0004556767,0.00061815494],"category_scores_gemma":[0.00047844616,0.00026563622,0.0005837048,0.00064871757,0.00018866645,0.00039869396,0.00037243153,0.0005704383,0.00048023058],"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":[0.00019371179,0.00009465361,0.00013754063,0.00018676114,0.000016022059,0.000056265657,0.000018022867,0.0045514507,0.9914622,0.00009359396,0.000016036198,0.0031736603],"study_design_scores_gemma":[0.000023681163,0.00038051367,0.0005240967,0.000015328735,0.00003018319,0.000036238034,0.00002737272,0.008032958,0.9899087,0.00005389867,0.0009537132,0.000013246609],"about_ca_topic_score_codex":0.0006340064,"about_ca_topic_score_gemma":0.00088394823,"teacher_disagreement_score":0.0010417342,"about_ca_system_score_codex":0.00035005127,"about_ca_system_score_gemma":0.00035980096,"threshold_uncertainty_score":0.0025398731},"labels":[],"label_agreement":null},{"id":"W2088349091","doi":"10.1007/s11743-006-5015-y","title":"Surface activity of mixtures of dodecyl trimethyl ammonium bromide with sodium perfluorooctanoate and sodium octanoate","year":2006,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Pulmonary surfactant; Surface tension; Critical micelle concentration; Ammonium bromide; Electrolyte; Monolayer; Wetting; Sodium; Adsorption; Bromide; Inorganic chemistry; Micelle; Chromatography; Chemical engineering; Organic chemistry; Aqueous solution; Physical chemistry","score_opus":0.010047615394837445,"score_gpt":0.21920313770686992,"score_spread":0.20915552231203247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088349091","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":[0.9958081,0.0017662416,0.0017296405,0.000031346324,0.000028266022,0.00002237731,0.000040861167,0.0000274957,0.0005455555],"genre_scores_gemma":[0.994991,0.0009807082,0.0028551014,0.00004339056,0.00001274712,0.000027589873,0.00018119792,0.000018967705,0.0008892189],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995548,0.000120035234,0.000042456322,0.000066241155,0.00015176424,0.000064722226],"domain_scores_gemma":[0.99976224,0.00006322569,0.000057483547,0.000010586629,0.000059871385,0.0000467292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038593737,0.00057854154,0.0004185175,0.00032087992,0.000111729976,0.00035555114,0.00024101784,0.000408945,0.0005372636],"category_scores_gemma":[0.0007422793,0.0002321446,0.00028335338,0.00021549323,0.00013081095,0.0003198296,0.00030663284,0.00028093296,0.00022410866],"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":[0.00011745471,0.000012748049,0.00019374242,0.000031789303,0.00000887987,0.000013596524,0.0000067188516,0.000053056116,0.99884844,0.000008388143,0.000004656432,0.00070044736],"study_design_scores_gemma":[0.000009588262,0.0004558894,0.0010206157,0.000006985735,0.000022256396,0.0000637695,0.000014467135,0.00082923856,0.99712497,0.0000063903644,0.0004424856,0.0000034262616],"about_ca_topic_score_codex":0.00088114466,"about_ca_topic_score_gemma":0.0009676897,"teacher_disagreement_score":0.00088114466,"about_ca_system_score_codex":0.00020249962,"about_ca_system_score_gemma":0.00021887264,"threshold_uncertainty_score":0.0020410419},"labels":[],"label_agreement":null},{"id":"W2092182058","doi":"10.1007/s11743-005-0328-4","title":"Enhancing solubilization in microemulsions—State of the art and current trends","year":2005,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":257,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pulmonary surfactant; Chemistry; Microemulsion; Linker; Solubilization; Chemical engineering; Solubility; Dissolution; Phase (matter); Copolymer; Organic chemistry; Polymer chemistry; Polymer","score_opus":0.011982799941640686,"score_gpt":0.24733443706623776,"score_spread":0.23535163712459706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092182058","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05021865,0.9167764,0.016118906,0.0029705605,0.0002566613,0.00013078035,0.000107918124,0.000290781,0.013129234],"genre_scores_gemma":[0.21829242,0.7406647,0.028081864,0.0011664826,0.0007590679,0.0001933043,0.00042091668,0.000081154154,0.010340117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929893,0.000108229804,0.00009719327,0.00017797053,0.00023042127,0.00008720844],"domain_scores_gemma":[0.9989491,0.00038248478,0.00013002758,0.00004610394,0.00038590765,0.00010636221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036173433,0.00059924193,0.00096604903,0.0012316322,0.0004338883,0.0029383656,0.001339709,0.0017209379,0.0027670602],"category_scores_gemma":[0.0010236162,0.00038363488,0.00040854033,0.0015697135,0.001162209,0.0035610723,0.0006111102,0.0009531294,0.0013398412],"study_design_candidate":"not_applicable","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":[0.0010093924,0.0017918416,0.0018660747,0.010340782,0.00012813503,0.00029562967,0.0005542036,0.002609251,0.17765257,0.013503376,0.0051208627,0.7851279],"study_design_scores_gemma":[0.0003187062,0.0061808857,0.004237205,0.0018568821,0.00031073074,0.0014294132,0.0011838967,0.01595724,0.5387825,0.010233913,0.4193047,0.00020401982],"about_ca_topic_score_codex":0.0005814806,"about_ca_topic_score_gemma":0.00055465935,"teacher_disagreement_score":0.0036173433,"about_ca_system_score_codex":0.0008709448,"about_ca_system_score_gemma":0.0010020894,"threshold_uncertainty_score":0.019130588},"labels":[],"label_agreement":null},{"id":"W2093065968","doi":"10.1007/s11743-008-1092-4","title":"The HLD‐NAC Model for Mixtures of Ionic and Nonionic Surfactants","year":2008,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canada Foundation for Innovation","keywords":"Chemistry; Pulmonary surfactant; Microemulsion; Thermodynamics; Nonylphenol; Phase (matter); Aqueous solution; Work (physics); Electrolyte; Equation of state; Chromatography; Organic chemistry; Physical chemistry","score_opus":0.027598408888695903,"score_gpt":0.242878059106224,"score_spread":0.2152796502175281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093065968","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19476348,0.00245991,0.77092123,0.0007615207,0.00042624847,0.0005977679,0.0014733084,0.0015470983,0.02704957],"genre_scores_gemma":[0.8732441,0.0012655094,0.09217634,0.00048984424,0.000082271305,0.0010229591,0.0013111926,0.0002665224,0.030141378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955887,0.000086618675,0.00003740268,0.000091360256,0.00018422818,0.000041535845],"domain_scores_gemma":[0.9996203,0.00012486364,0.000065629,0.000038463295,0.00013220996,0.000018496969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048986764,0.00078158913,0.0005674014,0.0007793468,0.0003238126,0.0005600522,0.0015929298,0.0010749871,0.002200206],"category_scores_gemma":[0.0011194086,0.00030698383,0.0007904789,0.00039025213,0.00038597654,0.0011463381,0.0005817187,0.00067343947,0.0012025973],"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":[0.00021903792,0.00018297444,0.003068152,0.00036178017,0.00008468269,0.0005727227,0.00019593054,0.80145395,0.10585406,0.06628878,0.0020272606,0.019690607],"study_design_scores_gemma":[0.000009096198,0.0000311107,0.0001644736,0.000004011703,0.000005390845,0.000041016494,0.0000046633418,0.9915081,0.0040809293,0.0013275254,0.002816177,0.0000074931745],"about_ca_topic_score_codex":0.003642313,"about_ca_topic_score_gemma":0.0017136673,"teacher_disagreement_score":0.003642313,"about_ca_system_score_codex":0.00093346403,"about_ca_system_score_gemma":0.0007275521,"threshold_uncertainty_score":0.0073604584},"labels":[],"label_agreement":null},{"id":"W2096459854","doi":"10.1007/s11743-008-1065-7","title":"The Characteristic Curvature of Ionic Surfactants","year":2008,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":171,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; University of Oklahoma","keywords":"Pulmonary surfactant; Chemistry; Microemulsion; Sodium dodecyl sulfate; Sodium; Electrolyte; Chromatography; Ionic bonding; Chemical engineering; Organic chemistry; Physical chemistry; Ion","score_opus":0.014619203513627626,"score_gpt":0.20871204214651567,"score_spread":0.19409283863288804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096459854","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":[0.9467159,0.0034900075,0.041608803,0.0002792926,0.000076958044,0.00006815934,0.00045777977,0.00033381503,0.006969243],"genre_scores_gemma":[0.9939879,0.0005139846,0.004184901,0.000052572846,0.000011022694,0.00002960956,0.0001720872,0.000020992238,0.0010269834],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993919,0.00009831978,0.00003489935,0.0001213026,0.00029889922,0.000054603406],"domain_scores_gemma":[0.9985416,0.00034476677,0.0004161742,0.000080260004,0.0005244012,0.000092879214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041719407,0.00042127483,0.0002049084,0.001027808,0.00022922744,0.00052684004,0.0002910705,0.0004264812,0.0010519329],"category_scores_gemma":[0.0013793277,0.00025081084,0.00019644358,0.00045464758,0.00054338604,0.00056051253,0.00048761276,0.0004869781,0.00042503348],"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":[0.00016401015,0.0000136397575,0.0045775105,0.00016357776,0.000024446146,0.000154761,0.00012282844,0.0016525182,0.97939247,0.0023029982,0.00039491328,0.011036373],"study_design_scores_gemma":[0.000014356764,0.00019835711,0.01465456,0.000027227703,0.000024144041,0.00056392286,0.00007707628,0.018434234,0.95943224,0.0019490857,0.004567272,0.00005744349],"about_ca_topic_score_codex":0.00054464815,"about_ca_topic_score_gemma":0.0004251974,"teacher_disagreement_score":0.0010519329,"about_ca_system_score_codex":0.00057303056,"about_ca_system_score_gemma":0.00029339327,"threshold_uncertainty_score":0.004157603},"labels":[],"label_agreement":null},{"id":"W2271508794","doi":"10.1007/s11743-016-1787-x","title":"A Simplified Methodology to Measure the Characteristic Curvature (Cc) of Alkyl Ethoxylate Nonionic Surfactants","year":2016,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Sasol","keywords":"Chemistry; Alkyl; Bottle; Emulsion; Dispersity; Chromatography; Curvature; Pulmonary surfactant; Thermodynamics; Analytical Chemistry (journal); Organic chemistry; Materials science; Composite material","score_opus":0.06141160366613265,"score_gpt":0.28386874519680716,"score_spread":0.2224571415306745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271508794","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":[0.24483404,0.0041345344,0.7448113,0.00019532196,0.00021144169,0.00078416924,0.001108688,0.0018063906,0.0021140275],"genre_scores_gemma":[0.4966267,0.002926478,0.49471542,0.00016004324,0.000059334325,0.0011292917,0.0014702342,0.00019366159,0.0027188251],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972862,0.00052943925,0.00019533734,0.00038793066,0.0014977156,0.00010340586],"domain_scores_gemma":[0.99666625,0.00074229884,0.0006861719,0.00069818227,0.0010908027,0.00011627119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014812534,0.001199128,0.0005922743,0.0023667703,0.00034248063,0.0005988591,0.00093989546,0.00087531336,0.0012193966],"category_scores_gemma":[0.0034613914,0.00057206274,0.00049512705,0.0011929554,0.000601244,0.0007429145,0.0008144307,0.0011928992,0.0007231823],"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":[0.000028393633,0.000020004372,0.000610258,0.00015823486,0.000027531652,0.000045287732,0.000033555123,0.0005475639,0.98923934,0.00029356458,0.00013084683,0.008865453],"study_design_scores_gemma":[0.000008918581,0.00025860267,0.0045912336,0.000019826026,0.000029048333,0.0003637256,0.000029250821,0.0071519474,0.98392487,0.00020172849,0.0033664824,0.000054324522],"about_ca_topic_score_codex":0.00096450717,"about_ca_topic_score_gemma":0.0015875129,"teacher_disagreement_score":0.0023667703,"about_ca_system_score_codex":0.000693171,"about_ca_system_score_gemma":0.0006883722,"threshold_uncertainty_score":0.007833719},"labels":[],"label_agreement":null},{"id":"W2601904008","doi":"10.1007/s11743-017-1941-0","title":"Effect of Surfactants on Zero‐Valent Iron Nanoparticles (NZVI) Reactivity","year":2017,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Chemistry; Pulmonary surfactant; Zerovalent iron; Sodium dodecyl sulfate; Micelle; Adsorption; Reactivity (psychology); Sodium; Inorganic chemistry; Reaction rate constant; Selectivity; Reaction rate; Nuclear chemistry; Chromatography; Kinetics; Aqueous solution; Organic chemistry; Catalysis; Biochemistry","score_opus":0.011581547753036903,"score_gpt":0.24634208212938055,"score_spread":0.23476053437634364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601904008","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":[0.9967296,0.0010118836,0.0010182494,0.000049702456,0.000019898309,0.000023667513,0.00004790951,0.000025379357,0.0010737942],"genre_scores_gemma":[0.99703217,0.0006773519,0.0015499018,0.000037527374,0.000005661827,0.000014318938,0.000061020855,0.00001205088,0.00060983124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996038,0.000100277546,0.000059140064,0.00006150655,0.000112920694,0.00006232219],"domain_scores_gemma":[0.99946254,0.00024655112,0.000101099,0.00001979227,0.00013007132,0.00003989247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005353344,0.00035476664,0.00026980822,0.000216236,0.00014639959,0.00032823265,0.00021011816,0.00035369932,0.0005431222],"category_scores_gemma":[0.0011119139,0.00020712097,0.00023317964,0.00014225487,0.0002432317,0.00026242516,0.00021348393,0.0003153915,0.00014365505],"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":[0.0001428247,0.000024972685,0.0002664274,0.000065491025,0.000015068049,0.000037300502,0.00003115165,0.00020775324,0.99790883,0.000044202057,0.000017104861,0.001238833],"study_design_scores_gemma":[0.000006439525,0.00018653624,0.00055108947,0.0000047162193,0.000012487941,0.00001972369,0.000009384442,0.00040091196,0.99845684,0.000010906104,0.00033818756,0.0000028591273],"about_ca_topic_score_codex":0.0012907246,"about_ca_topic_score_gemma":0.0021287065,"teacher_disagreement_score":0.0012907246,"about_ca_system_score_codex":0.00030031873,"about_ca_system_score_gemma":0.00023948356,"threshold_uncertainty_score":0.002831161},"labels":[],"label_agreement":null},{"id":"W2799452652","doi":"10.1002/jsde.12042","title":"Viscoelastic Surfactants with High Salt Tolerance, Fast‐Dissolving Property, and Ultralow Interfacial Tension for Chemical Flooding in Offshore Oilfields","year":2018,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Pulmonary surfactant; Chemistry; Dissolution; Surface tension; Enhanced oil recovery; Chemical engineering; Sodium dodecyl sulfate; Brine; Viscoelasticity; Micelle; Capillary number; Aqueous solution; Chromatography; Organic chemistry; Materials science; Composite material; Thermodynamics","score_opus":0.008667607319646201,"score_gpt":0.21996821542211442,"score_spread":0.21130060810246823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799452652","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":[0.9901647,0.0017325397,0.007302192,0.00006728852,0.000012713678,0.000024709134,0.000032877513,0.000032225496,0.0006308029],"genre_scores_gemma":[0.99115926,0.0007732642,0.0071333344,0.000020675334,0.000006283943,0.00002837025,0.000046716323,0.000009406285,0.00082273164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989724,0.00002576578,0.000011434739,0.000014901256,0.000035810946,0.000014910752],"domain_scores_gemma":[0.9999087,0.000012842085,0.00003744897,0.00000450047,0.000022709637,0.000013719278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024269518,0.00032898985,0.00019485105,0.00018555029,0.000106733154,0.00022400613,0.00017588555,0.00023425708,0.00030123518],"category_scores_gemma":[0.0001967178,0.00013926056,0.00016006235,0.00014236967,0.00011304838,0.00027660665,0.00025376125,0.00026557723,0.000120554185],"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":[0.000015035415,0.0000071958557,0.000088420304,0.000022879092,0.0000016747523,0.000014904174,0.0000059793974,0.00007381483,0.99875104,0.000034344117,0.000009273101,0.00097548316],"study_design_scores_gemma":[0.000006878947,0.00010997753,0.0004438854,0.0000043338987,0.000008215852,0.00002722872,0.000015793965,0.0013022767,0.9973532,0.000012068898,0.0007129712,0.000003195516],"about_ca_topic_score_codex":0.0005597528,"about_ca_topic_score_gemma":0.0010339834,"teacher_disagreement_score":0.0005597528,"about_ca_system_score_codex":0.0002066257,"about_ca_system_score_gemma":0.00023635295,"threshold_uncertainty_score":0.0014991164},"labels":[],"label_agreement":null},{"id":"W2800933382","doi":"10.1002/jsde.12033","title":"Physicochemical Characterization of Chrysin‐Derivative‐Loaded Nanostructured Lipid Carriers with Special Reference to Anticancer Activity","year":2018,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Department of Science and Technology, Government of Kerala; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Chemistry; Chrysin; Differential scanning calorimetry; Zeta potential; Monolayer; Dynamic light scattering; Nuclear chemistry; Chemical engineering; Chromatography; Organic chemistry; Nanoparticle; Biochemistry; Flavonoid","score_opus":0.06430343729110949,"score_gpt":0.38063701422948054,"score_spread":0.31633357693837105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800933382","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":[0.9972475,0.0005372819,0.00165326,0.00001846998,0.0000052625637,0.00001629235,0.0001231133,0.0000168047,0.00038208367],"genre_scores_gemma":[0.9969036,0.00044633096,0.001594358,0.000012937339,0.0000028083882,0.000026032827,0.00014624269,0.000008297089,0.00085928035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999367,0.000010087036,0.0000051798875,0.000015227048,0.000024511719,0.000008308764],"domain_scores_gemma":[0.99988854,0.000026908781,0.000034944074,0.0000059143053,0.000030636245,0.000013091063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111106434,0.00016410532,0.00010201706,0.00017421378,0.00008504355,0.0001532853,0.00007233927,0.00018760879,0.00039552333],"category_scores_gemma":[0.00023838438,0.000064678745,0.00009256348,0.0001488822,0.00014201795,0.00017548402,0.00008173798,0.00013343859,0.00013444411],"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":[0.00003080907,0.000003967553,0.000100698955,0.000012682519,0.000001392511,0.000019488125,0.0000071630475,0.00006900461,0.9993325,0.00001262161,0.0000046315554,0.00040503405],"study_design_scores_gemma":[0.0000046736463,0.00012319826,0.0021754955,0.0000025283343,0.000007929129,0.00006750586,0.000013181086,0.0011023288,0.99588025,0.000012495202,0.0006063774,0.000003972162],"about_ca_topic_score_codex":0.0006431061,"about_ca_topic_score_gemma":0.00068091444,"teacher_disagreement_score":0.0006431061,"about_ca_system_score_codex":0.00019659798,"about_ca_system_score_gemma":0.00013411032,"threshold_uncertainty_score":0.0014263988},"labels":[],"label_agreement":null},{"id":"W2917312653","doi":"10.1002/jsde.12266","title":"Systemic Concocting of Cross‐Linked Enzyme Aggregates of <i>Candida antarctica</i> Lipase B (Novozyme 435) for the Biomanufacturing of Rhamnolipids","year":2019,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Materium Innovations (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Lipase; Candida antarctica; Glutaraldehyde; Immobilized enzyme; Chromatography; Triacylglycerol lipase; Yield (engineering); Enzyme assay; Enzyme; Organic chemistry","score_opus":0.01204536307910622,"score_gpt":0.27067367019013555,"score_spread":0.25862830711102935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917312653","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":[0.99339396,0.00083295186,0.004559927,0.000037660448,0.00001724035,0.000023299513,0.00008903858,0.000062206556,0.0009835644],"genre_scores_gemma":[0.993763,0.0005625772,0.0036796555,0.000028932727,0.000006180269,0.000021051796,0.00016660642,0.000020623149,0.001751377],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991846,0.000011172966,0.0000063667953,0.000019383431,0.000025652585,0.000019034534],"domain_scores_gemma":[0.99993765,0.00000788229,0.000019810595,0.000010673304,0.0000128504935,0.000011119966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011732711,0.00033769183,0.00014883735,0.00010341632,0.00008538078,0.00023175491,0.00014806447,0.00020413715,0.0004437907],"category_scores_gemma":[0.00010435842,0.00011346287,0.00023077017,0.00010222672,0.00012035078,0.00013826344,0.00021608557,0.0002647071,0.00023091232],"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":[0.000008680902,0.0000022131962,0.000017801272,0.0000062427052,0.0000011129243,0.0000061147307,0.0000022237261,0.000012521857,0.9997384,0.000006736912,0.0000030618517,0.00019487909],"study_design_scores_gemma":[8.961423e-7,0.000030495,0.00029163473,7.342468e-7,0.0000027255328,0.000015695563,0.0000032379776,0.00013983784,0.99924743,0.0000028598033,0.0002635376,8.308442e-7],"about_ca_topic_score_codex":0.0006384112,"about_ca_topic_score_gemma":0.00096518465,"teacher_disagreement_score":0.0006384112,"about_ca_system_score_codex":0.00015394122,"about_ca_system_score_gemma":0.00013596294,"threshold_uncertainty_score":0.0014846325},"labels":[],"label_agreement":null},{"id":"W2946098648","doi":"10.1002/jsde.12304","title":"Prediction of Cloud Point Curves of Alkyl Ethoxylates with the Hydrophilic–Lipophilic‐Difference and Net‐Average‐Curvature (HLD‐NAC) Framework","year":2019,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cloud point; Chemistry; Pulmonary surfactant; Curvature; Thermodynamics; Work (physics); Cloud computing; Alkyl; Point cloud; Biological system; Chromatography; Organic chemistry; Mathematics; Computer science; Physics; Biochemistry; Geometry","score_opus":0.011388369520778631,"score_gpt":0.20642608037246182,"score_spread":0.1950377108516832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946098648","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":[0.89999974,0.0004319186,0.09684613,0.00009075585,0.000032283242,0.00008504244,0.00047829645,0.00057522045,0.0014604938],"genre_scores_gemma":[0.9857765,0.00017627343,0.013230921,0.000015133003,0.000004070411,0.000032943943,0.000264043,0.000040293384,0.00045982905],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980336,0.000022570623,0.000010902029,0.000033623168,0.00010181292,0.000027817889],"domain_scores_gemma":[0.9993443,0.00024218853,0.00010806434,0.000045057714,0.00022570664,0.00003466837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043144025,0.0005173886,0.0003319821,0.0005589632,0.00018161454,0.00037131394,0.00042082206,0.0006292759,0.00042280968],"category_scores_gemma":[0.0011499145,0.00016225174,0.0005156762,0.00034623066,0.0002073589,0.00051225984,0.00031671458,0.0005854595,0.00020383508],"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":[0.00025383008,0.00015432661,0.014952689,0.0002526655,0.00007013129,0.00028749814,0.00009181384,0.5409806,0.4184986,0.001502798,0.00047200886,0.022483006],"study_design_scores_gemma":[0.000005362672,0.000057702455,0.0024014127,0.00000607112,0.0000053520757,0.000017783772,0.000010023578,0.8745454,0.12252626,0.00014007483,0.0002714554,0.0000131615925],"about_ca_topic_score_codex":0.007260987,"about_ca_topic_score_gemma":0.0036711362,"teacher_disagreement_score":0.007260987,"about_ca_system_score_codex":0.0007841151,"about_ca_system_score_gemma":0.0005439615,"threshold_uncertainty_score":0.014437437},"labels":[],"label_agreement":null},{"id":"W2947209000","doi":"10.1002/jsde.12305","title":"Application of the Hydrophilic–Lipophilic Deviation Concept to Surfactant Characterization and Surfactant Selection for Enhanced Oil Recovery","year":2019,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Sasol; University of Toronto","keywords":"Pulmonary surfactant; Microemulsion; Chemistry; Alkyl; Chemical engineering; Enhanced oil recovery; Surface tension; Alcohol; Chromatography; Thermodynamics; Organic chemistry","score_opus":0.0058885744036557,"score_gpt":0.21208867882359178,"score_spread":0.20620010441993608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947209000","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":[0.8319456,0.003108083,0.16260307,0.00028554862,0.00004661182,0.0002410815,0.00013336737,0.00016904778,0.001467554],"genre_scores_gemma":[0.9403064,0.00092455593,0.058021072,0.000071983515,0.000011463635,0.00009293974,0.00006143937,0.000013869384,0.00049630256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994541,0.00015697126,0.000046318564,0.00008248236,0.00022346017,0.00003660478],"domain_scores_gemma":[0.9995376,0.00017646022,0.000098291355,0.000030060422,0.00013414734,0.00002344893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012385891,0.00037746158,0.00029189527,0.00061194337,0.00014830001,0.0003565917,0.00024983683,0.00034050093,0.00027112206],"category_scores_gemma":[0.0008158303,0.0001681447,0.00021364316,0.0003977883,0.00053244346,0.00046009925,0.00052736176,0.0005614809,0.00012067496],"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":[0.000025412779,0.000011805503,0.00016030447,0.00004412175,0.0000028155162,0.00002464179,0.000018124338,0.00030856323,0.9953342,0.00036762812,0.000013947635,0.003688441],"study_design_scores_gemma":[0.000004018639,0.00007895735,0.00023637367,0.0000021993633,0.0000019695813,0.000033303037,0.000009045208,0.004933317,0.994193,0.000083979394,0.0004170497,0.0000066948046],"about_ca_topic_score_codex":0.0002697645,"about_ca_topic_score_gemma":0.00028635678,"teacher_disagreement_score":0.0012385891,"about_ca_system_score_codex":0.00044052143,"about_ca_system_score_gemma":0.00028940442,"threshold_uncertainty_score":0.006550312},"labels":[],"label_agreement":null},{"id":"W2958463382","doi":"10.1002/jsde.12322","title":"Formulating Nonionic Detergents <i>via</i> the Integrated Free Energy Model","year":2019,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Pulmonary surfactant; Micelle; Work (physics); Phase (matter); Hexadecane; Phase inversion; Alkyl; Thermodynamics; Chemical engineering; Analytical Chemistry (journal); Chromatography; Organic chemistry; Aqueous solution","score_opus":0.009766861983965664,"score_gpt":0.2042332137707952,"score_spread":0.19446635178682953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958463382","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":[0.57120275,0.002699457,0.4136474,0.0004565204,0.00009781304,0.00014375735,0.00023885185,0.00031389625,0.011199602],"genre_scores_gemma":[0.91495144,0.001842227,0.07940274,0.00008319999,0.000017159156,0.00013765835,0.00021048725,0.00010104819,0.003254052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986494,0.000023205897,0.000007833174,0.000020456255,0.000061194805,0.000022359585],"domain_scores_gemma":[0.99992096,0.000033898945,0.000014911277,0.000008058081,0.000018199979,0.0000039716315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028002402,0.00057847454,0.0004344555,0.00029864415,0.00018182975,0.00040081312,0.0006672038,0.00045921197,0.000838933],"category_scores_gemma":[0.00046064303,0.00021438736,0.0004989257,0.00020278885,0.0003167644,0.0007298218,0.00031706595,0.0004284216,0.00022741513],"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":[0.00012785307,0.00022283323,0.0015552368,0.00039542967,0.00005423153,0.0002720222,0.00006974438,0.65453476,0.28636685,0.03548128,0.0004334806,0.020486195],"study_design_scores_gemma":[0.000013396084,0.00007358213,0.00016321686,0.0000109744315,0.000009845113,0.000032931886,0.000012363692,0.9354532,0.06011695,0.0027358325,0.0013658424,0.000011835314],"about_ca_topic_score_codex":0.0014059057,"about_ca_topic_score_gemma":0.0015619359,"teacher_disagreement_score":0.0014059057,"about_ca_system_score_codex":0.00050265715,"about_ca_system_score_gemma":0.0004028347,"threshold_uncertainty_score":0.003647089},"labels":[],"label_agreement":null},{"id":"W2971637385","doi":"10.1002/jsde.12345","title":"Impact of Divalent Ions on Heavy Oil Recovery by <i>in situ</i> Emulsification","year":2019,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BASF (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brine; Chemistry; Emulsion; Enhanced oil recovery; Colloid; Chemical engineering; Salinity; Divalent; Polymer; Chromatography; Organic chemistry; Geology","score_opus":0.008443666180504373,"score_gpt":0.2465454521113091,"score_spread":0.23810178593080472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971637385","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":[0.99310714,0.00062186737,0.0039518005,0.0000596726,0.000022436458,0.0000373198,0.00013498926,0.00010786553,0.0019569902],"genre_scores_gemma":[0.9941051,0.0006309563,0.0033177182,0.000056756373,0.0000053498875,0.000026386313,0.00011280681,0.000044521235,0.001700387],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998111,0.000026457306,0.000019940915,0.0000440561,0.000059561313,0.000038899627],"domain_scores_gemma":[0.9998273,0.000036098863,0.00006837698,0.000013076561,0.00004172509,0.000013373507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024997478,0.00042080984,0.00022013004,0.00017176585,0.00015017053,0.00028551032,0.00025191423,0.0002585075,0.0011114505],"category_scores_gemma":[0.00032677423,0.00014252344,0.00024851758,0.00015554865,0.00019773384,0.0004162206,0.0003234146,0.0005003592,0.00028116177],"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":[0.000035669986,0.000010422637,0.00006575108,0.00005109095,0.0000028522152,0.000017136368,0.000017064971,0.00003421041,0.99884534,0.000023184355,0.00001589417,0.0008813546],"study_design_scores_gemma":[0.0000012721895,0.000047057372,0.00018691793,0.0000022014567,0.0000043632645,0.000009300381,0.000008310066,0.00013252367,0.9993278,0.0000047031194,0.00027344923,0.0000021315632],"about_ca_topic_score_codex":0.00085753255,"about_ca_topic_score_gemma":0.0012824361,"teacher_disagreement_score":0.0011114505,"about_ca_system_score_codex":0.00018290279,"about_ca_system_score_gemma":0.00015939039,"threshold_uncertainty_score":0.0037181377},"labels":[],"label_agreement":null},{"id":"W3009975891","doi":"10.1002/jsde.12404","title":"Interfacial Activity of Bitumen Components","year":2020,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Syncrude (Canada); University of Toronto","funders":"Syncrude","keywords":"Asphaltene; Chemistry; Adsorption; Surface tension; Drop (telecommunication); Langmuir; Freundlich equation; Asphalt; Volume (thermodynamics); Toluene; Heptane; Chemical engineering; Thermodynamics; Chromatography; Organic chemistry; Composite material; Materials science","score_opus":0.03491842676124105,"score_gpt":0.2529335915847348,"score_spread":0.21801516482349373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009975891","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":[0.9951598,0.0013167985,0.0017467485,0.000024368324,0.000017600252,0.000020351023,0.00036084032,0.000039374398,0.00131411],"genre_scores_gemma":[0.99646276,0.0007482302,0.00085751596,0.00002060323,0.0000044100616,0.000025712565,0.00045523397,0.000021766931,0.0014038666],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964106,0.000028288763,0.000025607515,0.000067255845,0.00016977031,0.000068004454],"domain_scores_gemma":[0.9997708,0.0000502933,0.000050946448,0.000017259263,0.00008426166,0.000026422706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019424835,0.0005170445,0.00035253185,0.0007261826,0.00020931552,0.00042533787,0.00025125121,0.00020155017,0.0020214212],"category_scores_gemma":[0.00039964644,0.000115332004,0.00024824476,0.0006666248,0.00018190884,0.00036901454,0.00042136497,0.0005054966,0.00030356005],"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":[0.000046085064,0.000010819121,0.0006070265,0.00005629931,0.000008027714,0.000019530658,0.000031351996,0.00015698619,0.9961935,0.000032004158,0.00001422932,0.0028240676],"study_design_scores_gemma":[0.0000012768736,0.000105740815,0.0036770701,0.000008641444,0.00001184726,0.000032554486,0.00005013464,0.0007913533,0.9947482,0.000019855363,0.0005483034,0.0000049580262],"about_ca_topic_score_codex":0.0017008211,"about_ca_topic_score_gemma":0.0017233915,"teacher_disagreement_score":0.0020214212,"about_ca_system_score_codex":0.0004019208,"about_ca_system_score_gemma":0.000171392,"threshold_uncertainty_score":0.0067623854},"labels":[],"label_agreement":null},{"id":"W3016028548","doi":"10.1002/jsde.12412","title":"Theoretical Approaches on the Synergistic Interaction between <scp>Double‐Headed</scp> Anionic Amino Acid‐Based Surfactants and Hexadecyltrimethylammonium Bromide","year":2020,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"University Grants Commission","keywords":"Chemistry; Mole fraction; Micelle; Gibbs free energy; Critical micelle concentration; Bromide; Enthalpy; Thermodynamics of micellization; Micellar solutions; Flory–Huggins solution theory; Activity coefficient; Pulmonary surfactant; Thermodynamics; Physical chemistry; Inorganic chemistry; Organic chemistry; Aqueous solution","score_opus":0.0806983228903474,"score_gpt":0.256338538894223,"score_spread":0.17564021600387558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016028548","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":[0.57382613,0.003374102,0.29813808,0.0010865063,0.00016924785,0.00019922883,0.00023195328,0.00018702255,0.12278767],"genre_scores_gemma":[0.9762817,0.0012926674,0.013531577,0.00014723805,0.00003222697,0.00025119376,0.00009305568,0.000036853664,0.008333538],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99979275,0.000049998565,0.000006582942,0.00001879361,0.00007371319,0.000058224854],"domain_scores_gemma":[0.9997886,0.000107614505,0.000030530347,0.00001598449,0.000042937623,0.000014384319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005133621,0.0007953554,0.0006470794,0.00092569174,0.0006613271,0.0005994124,0.0011713933,0.0009568362,0.0030832142],"category_scores_gemma":[0.00068666233,0.00038113582,0.0009715035,0.00042527786,0.0007002365,0.0007280015,0.0006666785,0.00035138734,0.00052251265],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008254999,0.00014582595,0.00084249495,0.0005531787,0.000064738764,0.0008171323,0.00016513282,0.7846836,0.02672229,0.17799373,0.00057587016,0.0073533813],"study_design_scores_gemma":[0.000015123174,0.000042908592,0.0003048,0.000019576592,0.000018134455,0.000068105095,0.000042375665,0.98361534,0.002795121,0.012340075,0.00072751375,0.000010895016],"about_ca_topic_score_codex":0.002303757,"about_ca_topic_score_gemma":0.0013669931,"teacher_disagreement_score":0.0030832142,"about_ca_system_score_codex":0.00071768294,"about_ca_system_score_gemma":0.00072284264,"threshold_uncertainty_score":0.010314345},"labels":[],"label_agreement":null},{"id":"W3108861353","doi":"10.1002/jsde.12476","title":"The Interaction of Glymes with Surfactant Micelles","year":2020,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Micelle; Pulmonary surfactant; Critical micelle concentration; Counterion; Triethylene glycol; Solvent; Inorganic chemistry; Ether; Sodium dodecyl sulfate; Sodium dodecylbenzenesulfonate; Aqueous solution; Organic chemistry; Ion","score_opus":0.01866564991021052,"score_gpt":0.22480459824124116,"score_spread":0.20613894833103064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108861353","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":[0.99652195,0.00087758544,0.0018459758,0.00002687894,0.000009096892,0.000020111765,0.000062719184,0.000021432315,0.000614298],"genre_scores_gemma":[0.99660957,0.0004269162,0.0019354926,0.000032329135,0.0000068850427,0.000026951047,0.0001381295,0.000012317572,0.0008114119],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976796,0.00005620793,0.000019491636,0.00004558573,0.000080054604,0.000030640615],"domain_scores_gemma":[0.9997218,0.00010988258,0.00005770471,0.000015461997,0.000061026607,0.00003407427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030194625,0.00037615135,0.00022638407,0.00025525453,0.00014873676,0.00034300706,0.00016027509,0.00024202277,0.00066499086],"category_scores_gemma":[0.000602682,0.00012506531,0.00020518876,0.000142602,0.0001617306,0.0003251344,0.00024371593,0.0003722596,0.00021495784],"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":[0.00003684818,0.0000039364477,0.00016006501,0.00001818056,0.000005486272,0.000015114144,0.000010602938,0.000056019566,0.99928385,0.000034500314,0.0000049828463,0.00037044138],"study_design_scores_gemma":[0.0000033429167,0.00008612588,0.00084675633,0.0000025684817,0.000005179794,0.000031589865,0.0000065341246,0.0005642545,0.9980951,0.000013462374,0.00034277022,0.0000023191312],"about_ca_topic_score_codex":0.00035134648,"about_ca_topic_score_gemma":0.00031988265,"teacher_disagreement_score":0.00066499086,"about_ca_system_score_codex":0.00027622058,"about_ca_system_score_gemma":0.00016438377,"threshold_uncertainty_score":0.0022245646},"labels":[],"label_agreement":null},{"id":"W3135876992","doi":"10.1002/jsde.12488","title":"Enhancing Oil Recovery by Low Concentration of Alkylaryl Sulfonate Surfactant without Ultralow Interfacial Tension","year":2021,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Pulmonary surfactant; Micelle; Microemulsion; Chemistry; Surface tension; Enhanced oil recovery; Dynamic light scattering; Chemical engineering; Hydrocarbon; Chromatography; Organic chemistry; Aqueous solution; Thermodynamics; Nanoparticle","score_opus":0.005830216396803494,"score_gpt":0.21198714730249932,"score_spread":0.2061569309056958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135876992","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":[0.99600947,0.0004916006,0.002756344,0.000036042184,0.000009317635,0.0000090705435,0.000036561058,0.00005300274,0.00059863686],"genre_scores_gemma":[0.99572253,0.0004401131,0.0026701428,0.000019246121,0.0000049133128,0.00001069891,0.000079127254,0.000012565011,0.0010406647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998745,0.0000198607,0.000015947247,0.000019438574,0.00005102097,0.000019233119],"domain_scores_gemma":[0.99985135,0.000026043974,0.000060012324,0.000010793513,0.00003600762,0.000015864662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013781342,0.00034133022,0.00017199562,0.00018101411,0.00006711829,0.00016623664,0.00017794305,0.00020964828,0.00060442043],"category_scores_gemma":[0.00021303863,0.00010703566,0.00019606334,0.00015596687,0.00013114467,0.00026331714,0.00020049808,0.0002707395,0.00025062653],"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":[0.00002102687,0.0000063023786,0.00005157475,0.000018420842,0.0000015601162,0.000012751605,0.000003950086,0.000028819233,0.99947494,0.00001615412,0.000005228185,0.0003593154],"study_design_scores_gemma":[0.0000023710281,0.00007246857,0.00020117915,0.0000012007652,0.0000037063216,0.000017253256,0.000003556559,0.00042481968,0.9990237,0.000004801925,0.00024359702,0.0000012741697],"about_ca_topic_score_codex":0.00058250123,"about_ca_topic_score_gemma":0.0009605185,"teacher_disagreement_score":0.00060442043,"about_ca_system_score_codex":0.00014649106,"about_ca_system_score_gemma":0.00015621426,"threshold_uncertainty_score":0.0020219684},"labels":[],"label_agreement":null},{"id":"W3149478449","doi":"10.1002/jsde.12498","title":"Iron Binding in an Ethylenediaminetetracetic Acid‐Based Gemini Surfactant Monolayer Film","year":2021,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Monolayer; Chemistry; Pulmonary surfactant; Ethylenediamine; Adsorption; Crystallography; Stoichiometry; Langmuir; Phase (matter); Inorganic chemistry; Analytical Chemistry (journal); Stereochemistry; Physical chemistry; Organic chemistry","score_opus":0.022735132826381756,"score_gpt":0.2587406233617778,"score_spread":0.23600549053539602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149478449","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":[0.99794096,0.00039385736,0.0010995406,0.00004025164,0.000010274093,0.000011684363,0.00003924545,0.00003428096,0.0004299132],"genre_scores_gemma":[0.99582505,0.0003259027,0.0024752903,0.000035721474,0.0000043321675,0.0000128065785,0.00013106184,0.000011283996,0.0011787143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998926,0.000018077302,0.000009033252,0.000022868226,0.00003206894,0.000025348836],"domain_scores_gemma":[0.9999068,0.000023601879,0.000013469239,0.000006576307,0.00002991281,0.000019662608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020949722,0.00027691748,0.00027458265,0.0001282172,0.00020127228,0.0002656499,0.0003645223,0.00035859848,0.00050393876],"category_scores_gemma":[0.00020810183,0.00016389796,0.00012643491,0.000114795585,0.00011385098,0.0002065162,0.00013923839,0.00029799397,0.00023104316],"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":[0.000023500113,0.0000064189026,0.000038290164,0.000011198886,0.0000015900736,0.000017212064,0.000010183932,0.000028131988,0.999676,0.000013935511,0.0000064447936,0.00016711638],"study_design_scores_gemma":[0.0000064376204,0.00012052762,0.0005778772,0.0000033460167,0.0000072943208,0.000022949502,0.000017712975,0.001373507,0.9974669,0.0000056267427,0.00039575,0.0000020874875],"about_ca_topic_score_codex":0.0018451061,"about_ca_topic_score_gemma":0.0021169148,"teacher_disagreement_score":0.0018451061,"about_ca_system_score_codex":0.0002955446,"about_ca_system_score_gemma":0.00014834032,"threshold_uncertainty_score":0.003668785},"labels":[],"label_agreement":null},{"id":"W3159271740","doi":"10.1002/jsde.12510","title":"Phase Behavior of Non‐Ionic <scp>Surfactant‐Medium</scp> Chain <scp>Triglyceride‐Water</scp> Microemulsion Systems","year":2021,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Microemulsion; Chemistry; Pulmonary surfactant; Solubility; Drug delivery; Polyethylene glycol; Chromatography; Polysorbate; Organic chemistry; Chemical engineering","score_opus":0.01570257524835199,"score_gpt":0.2587830101767677,"score_spread":0.2430804349284157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159271740","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":[0.9949857,0.00096735556,0.0026049584,0.000023944804,0.000012545827,0.00002362874,0.00018616131,0.000039474806,0.0011561649],"genre_scores_gemma":[0.99574983,0.0006110168,0.0022443077,0.000014191507,0.00000387071,0.000025085084,0.00016486531,0.000009838733,0.0011769214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988365,0.000013049229,0.000013786362,0.00002756824,0.000043386444,0.000018559826],"domain_scores_gemma":[0.9998658,0.000034400946,0.000039980874,0.000005940422,0.000041898275,0.000011948469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014351773,0.00015117796,0.0001074362,0.00029518135,0.000114576644,0.0002007588,0.00015784918,0.00017430085,0.0006124659],"category_scores_gemma":[0.00029612138,0.0000960774,0.0001118113,0.0002411737,0.00018823861,0.00024899904,0.00012196704,0.0002505319,0.00019349671],"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":[0.00007145648,0.000014801333,0.00032899054,0.0000453506,0.0000026607752,0.000049627193,0.000043119937,0.00018048492,0.99727064,0.00013220937,0.000029504403,0.0018312277],"study_design_scores_gemma":[0.000003273273,0.00008953684,0.0009375349,0.0000037194793,0.000003910767,0.000029320408,0.000017664528,0.0012373996,0.9971589,0.00002714546,0.00048817717,0.0000033745634],"about_ca_topic_score_codex":0.00086236454,"about_ca_topic_score_gemma":0.0010896786,"teacher_disagreement_score":0.00086236454,"about_ca_system_score_codex":0.00021445156,"about_ca_system_score_gemma":0.00019338846,"threshold_uncertainty_score":0.0020489097},"labels":[],"label_agreement":null},{"id":"W3175834880","doi":"10.1002/jsde.12531","title":"Synthesis and Evaluation of a Low Molecular Weight Amphiphilic Polymer for Enhanced Oil Recovery","year":2021,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Research Centre; University of Regina","funders":"National Natural Science Foundation of China","keywords":"Chemistry; Pulmonary surfactant; Enhanced oil recovery; Chemical engineering; Polymer; Acrylate; Monomer; Dodecane; Radical polymerization; Amphiphile; Sulfonic acid; Emulsion; Divinylbenzene; Acrylamide; Oil in place; Surface tension; Polymer chemistry; Emulsion polymerization; Organic chemistry; Copolymer; Styrene","score_opus":0.012764002673731185,"score_gpt":0.2486122729927865,"score_spread":0.2358482703190553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175834880","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":[0.98623616,0.0011763171,0.0117502995,0.000050522925,0.00001124481,0.000042209656,0.00006704987,0.000050512423,0.0006156088],"genre_scores_gemma":[0.98527896,0.0008207334,0.01265919,0.000022171638,0.0000069953426,0.000033467826,0.0000888818,0.0000179758,0.001071703],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999269,0.000014930177,0.000006656664,0.000014312631,0.000026524418,0.000010617698],"domain_scores_gemma":[0.9998927,0.000019879082,0.000038017097,0.000007963961,0.000023721279,0.000017725426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021562187,0.0002895943,0.00014872414,0.00018790865,0.000089181136,0.0002272465,0.00013031968,0.00024138142,0.00040068687],"category_scores_gemma":[0.00020652288,0.00007983302,0.0001457993,0.000114513285,0.00015353429,0.00029489666,0.00015610794,0.00026412122,0.00017880807],"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":[0.000013077245,0.000010991307,0.000024062003,0.000023060893,0.0000010301914,0.000016281352,0.0000035801286,0.00005267512,0.9990313,0.000025083407,0.0000032564878,0.00079563307],"study_design_scores_gemma":[0.0000033249885,0.00012967829,0.00017109668,0.0000016548154,0.0000041224803,0.000027844728,0.0000035265748,0.00041347553,0.9988029,0.0000061543456,0.00043427118,0.0000018225899],"about_ca_topic_score_codex":0.00015740383,"about_ca_topic_score_gemma":0.00017130346,"teacher_disagreement_score":0.00040068687,"about_ca_system_score_codex":0.00012549035,"about_ca_system_score_gemma":0.00012554757,"threshold_uncertainty_score":0.0013404489},"labels":[],"label_agreement":null},{"id":"W3201592612","doi":"10.1002/jsde.12548","title":"Effect of surfactant concentration on the hydrophobicity of polydisperse alkyl ethoxylates","year":2021,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pulmonary surfactant; Chemistry; Alkyl; Ethylene oxide; Dispersity; Partition coefficient; Chromatography; Chemical engineering; Organic chemistry; Polymer","score_opus":0.010417048193452676,"score_gpt":0.24273210948104926,"score_spread":0.23231506128759657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201592612","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":[0.997532,0.0006765895,0.0006424661,0.00003485387,0.000018600187,0.000014306538,0.00008772664,0.00002321691,0.0009703409],"genre_scores_gemma":[0.9980862,0.00047600106,0.00070052687,0.00002195871,0.0000055633577,0.000012761471,0.000055660614,0.000011076008,0.00063007924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968815,0.000074057774,0.00003472223,0.000059848797,0.00010161892,0.000041592037],"domain_scores_gemma":[0.99861634,0.000842133,0.00017858474,0.000067075765,0.00023899558,0.000056847686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034798018,0.0003996346,0.00035176793,0.00026526116,0.00014744344,0.00042523796,0.00019910716,0.00030476175,0.0011137945],"category_scores_gemma":[0.0015134196,0.00014817718,0.00016084338,0.00025382996,0.00028819154,0.00035853984,0.00021695427,0.00035203013,0.0003143139],"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":[0.00028931888,0.000052401796,0.00068677164,0.00008516576,0.000008913612,0.00008916456,0.000028231147,0.00097571267,0.99546576,0.00006270544,0.000029470279,0.0022262917],"study_design_scores_gemma":[0.000003498774,0.0001893828,0.0014530803,0.0000069601865,0.0000065372997,0.000016702863,0.000016791248,0.0026675172,0.9953902,0.000015370635,0.00022880927,0.000005123709],"about_ca_topic_score_codex":0.0007033609,"about_ca_topic_score_gemma":0.0006400863,"teacher_disagreement_score":0.0011137945,"about_ca_system_score_codex":0.00025197235,"about_ca_system_score_gemma":0.00017834695,"threshold_uncertainty_score":0.0037260652},"labels":[],"label_agreement":null},{"id":"W4200624416","doi":"10.1002/jsde.12568","title":"Comparative study of corrosion inhibition by three anionic surfactants in an acidic environment","year":2021,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Chemistry; Pulmonary surfactant; Carbon steel; Dielectric spectroscopy; Adsorption; Sodium dodecyl sulfate; Electrochemistry; Nuclear chemistry; Scanning electron microscope; X-ray photoelectron spectroscopy; Chemical engineering; Chromatography; Electrode; Materials science; Composite material; Organic chemistry","score_opus":0.04077452669167461,"score_gpt":0.2894314472151574,"score_spread":0.2486569205234828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200624416","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":[0.9975805,0.0012561384,0.0006726902,0.000016222783,0.000008937763,0.000009487027,0.00004066015,0.000011036591,0.00040417304],"genre_scores_gemma":[0.99755234,0.0007034605,0.0011563203,0.000011967925,0.000005719128,0.000008605093,0.000085306114,0.0000052988967,0.00047101485],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955684,0.00013083221,0.000039420156,0.00004799274,0.00016743303,0.00005742785],"domain_scores_gemma":[0.9994766,0.00012562536,0.00012363007,0.00002249859,0.0001953408,0.000056390556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003822179,0.00045911115,0.00025595713,0.0002737376,0.00013836619,0.00024492329,0.00023131716,0.0003086463,0.00033849792],"category_scores_gemma":[0.00056455255,0.00012502597,0.00024151584,0.0002637634,0.00015367944,0.00016796732,0.00017988095,0.00026150403,0.00013062311],"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":[0.0001426281,0.000025093306,0.00028295926,0.000055539942,0.000009684061,0.000028146567,0.00002664734,0.00008538182,0.99830437,0.0000132557425,0.000009505388,0.0010169315],"study_design_scores_gemma":[0.0000052452474,0.0006882348,0.002335446,0.0000046787372,0.000020176933,0.000043326192,0.00002503456,0.0006981146,0.99577445,0.0000063066987,0.00039461892,0.0000043179903],"about_ca_topic_score_codex":0.0013876747,"about_ca_topic_score_gemma":0.0012577059,"teacher_disagreement_score":0.0013876747,"about_ca_system_score_codex":0.0001648943,"about_ca_system_score_gemma":0.0002033246,"threshold_uncertainty_score":0.0027591586},"labels":[],"label_agreement":null},{"id":"W4211077317","doi":"10.1002/jsde.12583","title":"A Taguchi design approach for the enhancement of a <scp>detergent‐biocompatible</scp> alkaline thermostable protease production by <i>Streptomyces mutabilis</i> strain <scp>TN‐X30</scp>","year":2022,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministère de l'Enseignement Supérieur et de la Recherche Scientifique; Providence Health Care","keywords":"Chemistry; Protease; Enzyme; Chromatography; Alkaline protease; Biochemistry; Food science","score_opus":0.01903209763259404,"score_gpt":0.24001312663076846,"score_spread":0.22098102899817443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211077317","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062435303,0.0010307223,0.9336646,0.00005433742,0.00006122151,0.00042704877,0.00009061925,0.00027213155,0.0019639304],"genre_scores_gemma":[0.46606216,0.000878323,0.5289662,0.00007785054,0.00001555715,0.0012850567,0.00015573428,0.00006044071,0.0024986921],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898344,0.00032117136,0.0000764804,0.0001275401,0.000401666,0.00008973404],"domain_scores_gemma":[0.99971133,0.000119053555,0.00006162731,0.000010882173,0.000084649444,0.000012425935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019985863,0.0011151237,0.0011379122,0.0006131884,0.00036976655,0.0012109188,0.0010735134,0.0007008688,0.0018189248],"category_scores_gemma":[0.00085515354,0.00087222044,0.001192242,0.0007755813,0.0003395744,0.0002473102,0.00046969298,0.0009246578,0.0004907355],"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":[0.0004344868,0.00036182694,0.00078688795,0.0013684003,0.00018518472,0.00019047475,0.00018909108,0.11041852,0.8172507,0.0026338836,0.00030042397,0.06587998],"study_design_scores_gemma":[0.00014793246,0.0052337637,0.0022903096,0.00007672,0.00044493715,0.00024605438,0.00011952046,0.63090235,0.34810108,0.0009748758,0.011337454,0.00012501088],"about_ca_topic_score_codex":0.0017010359,"about_ca_topic_score_gemma":0.0031078944,"teacher_disagreement_score":0.0019985863,"about_ca_system_score_codex":0.000690274,"about_ca_system_score_gemma":0.0011783661,"threshold_uncertainty_score":0.010569692},"labels":[],"label_agreement":null},{"id":"W4241160335","doi":"10.1002/jsde.12164","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Universidad de Granada; Sultan Qaboos University; Zhejiang Sci-Tech University; Université de Toulouse; Sasol; University of Toronto; BASF Corporation; Chalmers Tekniska Högskola; University of Waterloo; Lubrizol; University of Twente; Dow Chemical Company; Jadavpur University; University of Oklahoma; Jiangnan University; City University of New York; Shell; Universidade Estadual de Campinas; Sichuan University; Clorox Company; Colgate-Palmolive Company; Egyptian Petroleum Research Institute","keywords":"Citation; Information retrieval; World Wide Web; Library science; Computer science","score_opus":0.005748226508961049,"score_gpt":0.22038733359724885,"score_spread":0.21463910708828782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241160335","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067815837,0.002658325,0.0013558647,0.005540721,0.05537074,0.00058296387,0.027889559,0.0032399686,0.9026837],"genre_scores_gemma":[0.00120899,0.0018112544,0.0006039738,0.0013999915,0.005131782,0.00010164932,0.012712783,0.00089341204,0.9761361],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890554,0.00007077654,0.00008829881,0.00015723892,0.00064104144,0.00013703352],"domain_scores_gemma":[0.99578273,0.00031381522,0.00018267098,0.0004754148,0.0019352661,0.0013101073],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012854573,0.0014369033,0.001513449,0.0041695773,0.0018256432,0.009652359,0.0017396881,0.0021168967,0.8267561],"category_scores_gemma":[0.0063518677,0.0005677601,0.0011622566,0.004429105,0.0005538368,0.0047129663,0.0024930504,0.0020602704,0.78362453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023917699,0.00003104818,0.00008793691,0.00028433366,0.000003733662,0.000025672747,0.000010670523,0.000030000629,0.00036072155,0.0011648837,0.95170134,0.046275742],"study_design_scores_gemma":[0.0000072694406,0.000014871665,0.00029423877,0.000071539645,0.000002142299,0.000026233894,0.000016971233,0.000026734122,0.00012303043,0.00046996848,0.9989428,0.0000041297794],"about_ca_topic_score_codex":0.0016612681,"about_ca_topic_score_gemma":0.0028279554,"teacher_disagreement_score":0.17324388,"about_ca_system_score_codex":0.0010703778,"about_ca_system_score_gemma":0.0026282482,"threshold_uncertainty_score":0.24711132},"labels":[],"label_agreement":null},{"id":"W4244858774","doi":"10.1002/jsde.12431","title":"Issue Information","year":2021,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Universidad de Granada; Sultan Qaboos University; Université de Toulouse; Sasol; BASF Corporation; Chalmers Tekniska Högskola; University of Manchester; University of Toronto; Dow Chemical Company; Jadavpur University; University at Buffalo; University of Oklahoma; Jiangnan University; Shell; University of Waterloo; Lubrizol; State University of New York; Universidade Estadual de Campinas; Sichuan University; Clorox Company; Colgate-Palmolive Company","keywords":"Citation; Information retrieval; World Wide Web; Chemistry; Computer science","score_opus":0.005714966933333017,"score_gpt":0.21642815593134654,"score_spread":0.21071318899801353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244858774","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005131858,0.0016738374,0.0012950415,0.004861925,0.045725748,0.00056278834,0.026881678,0.0033001597,0.91518563],"genre_scores_gemma":[0.00083816773,0.0011425926,0.0005280395,0.0012004281,0.0039151884,0.000098944416,0.011454959,0.00085744355,0.9799643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889576,0.000069596754,0.00008501141,0.00015412558,0.0006696563,0.00012572129],"domain_scores_gemma":[0.9958807,0.00030444982,0.00016272698,0.00045877745,0.0019186053,0.0012746467],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012485043,0.0015667515,0.001526827,0.0043003843,0.0017975107,0.00999811,0.0017696823,0.0025322805,0.8193955],"category_scores_gemma":[0.0061655636,0.00064638746,0.0012065673,0.0048058145,0.000557958,0.0046377806,0.0023370485,0.0021060559,0.7993681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018915327,0.000024162682,0.00006513275,0.00021144754,0.0000026204402,0.000020912335,0.000007902147,0.000029525536,0.00028309406,0.0010150579,0.96279085,0.035530455],"study_design_scores_gemma":[0.00000736476,0.000013027381,0.0002534231,0.00006181871,0.0000018326185,0.000020208843,0.000012990138,0.000030355412,0.00011160463,0.000413705,0.9990695,0.0000041927137],"about_ca_topic_score_codex":0.0020580227,"about_ca_topic_score_gemma":0.0031701261,"teacher_disagreement_score":0.18060452,"about_ca_system_score_codex":0.0011393928,"about_ca_system_score_gemma":0.0027011223,"threshold_uncertainty_score":0.25761044},"labels":[],"label_agreement":null},{"id":"W4246045143","doi":"10.1007/s11743-015-1703-9","title":"Complexation of Surfactant/β‐Cyclodextrin to Inhibit Surfactant Adsorption onto Sand, Kaolin, and Shale for Applications in Enhanced Oil Recovery Processes. Part II: Dynamic Adsorption Analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Pulmonary surfactant; Adsorption; Chemistry; Quartz crystal microbalance; Chemical engineering; Sodium dodecyl sulfate; Fourier transform infrared spectroscopy; Chromatography; Organic chemistry","score_opus":0.020159253497953257,"score_gpt":0.26474046272420876,"score_spread":0.2445812092262555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246045143","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":[0.9958248,0.00047420117,0.003098772,0.000020894691,0.000007354597,0.000035731347,0.00005484,0.000029678598,0.00045370898],"genre_scores_gemma":[0.9945978,0.00035228842,0.003326724,0.00002314129,0.0000016490385,0.000027959415,0.000085203,0.000007661983,0.0015774744],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998534,0.000025217425,0.000014181217,0.000025964619,0.000059010414,0.00002218139],"domain_scores_gemma":[0.99989915,0.00002638646,0.000026589962,0.000007640051,0.000029254119,0.000011068648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019483097,0.00021352974,0.00017199038,0.00020003904,0.000102584505,0.0002148279,0.0001368436,0.0002153673,0.0005421782],"category_scores_gemma":[0.00024126154,0.00012231167,0.00017083417,0.000121640325,0.00014730264,0.00014273777,0.00012230386,0.0001835366,0.00012342024],"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":[0.000031402084,0.00001591377,0.00007115786,0.000020488364,0.0000033353833,0.000007877985,0.0000049918604,0.00009842004,0.9991239,0.00002010454,0.000008609793,0.00059377844],"study_design_scores_gemma":[0.0000026913717,0.000061546714,0.0004860956,9.935292e-7,0.00000385005,0.000008717384,0.0000042149404,0.00081033364,0.99833053,0.0000038142239,0.00028548916,0.0000016686517],"about_ca_topic_score_codex":0.0011902524,"about_ca_topic_score_gemma":0.0022528684,"teacher_disagreement_score":0.0011902524,"about_ca_system_score_codex":0.00031761173,"about_ca_system_score_gemma":0.000224417,"threshold_uncertainty_score":0.002366662},"labels":[],"label_agreement":null},{"id":"W4281888213","doi":"10.1002/jsde.12597","title":"Foaming and defoaming properties of <scp>CO<sub>2</sub></scp>‐switchable surfactants","year":2022,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Deutscher Akademischer Austauschdienst","keywords":"Pulmonary surfactant; Chemistry; Cationic polymerization; Chemical engineering; Bromide; Volume (thermodynamics); Molecule; Foaming agent; Amphiphile; Protonation; Polymer chemistry; Porosity; Organic chemistry; Polymer; Ion; Thermodynamics; Copolymer","score_opus":0.019309815339428254,"score_gpt":0.2113161053153437,"score_spread":0.19200628997591546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281888213","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":[0.9980065,0.0008141339,0.0006660578,0.000013783083,0.000008797825,0.00000514556,0.00004706764,0.000014548316,0.00042405076],"genre_scores_gemma":[0.99800795,0.00043982314,0.00084214745,0.000012655374,0.000004336227,0.0000075190987,0.0000760725,0.000008707165,0.00060078263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981576,0.00003135848,0.000013957491,0.000032930762,0.00007241227,0.00003360775],"domain_scores_gemma":[0.9997559,0.00007867629,0.000060330225,0.000015521977,0.00006281468,0.000026771733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018112375,0.00024577923,0.00017809037,0.00020718914,0.0001059286,0.00020115582,0.00011835504,0.00025701968,0.00066641835],"category_scores_gemma":[0.00041374954,0.00008197442,0.00011283632,0.00015845118,0.00016652301,0.00023286283,0.00014000712,0.00022786921,0.00014147379],"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":[0.00006372054,0.0000074789527,0.00017441328,0.000029705603,0.000003762189,0.000036712354,0.000014823233,0.00006020197,0.99840814,0.00001977618,0.000011403628,0.0011698358],"study_design_scores_gemma":[0.0000019625909,0.000101663514,0.00094346737,0.0000023573875,0.0000059913127,0.000036528112,0.000009863413,0.0004146125,0.9981363,0.0000072694897,0.0003375062,0.0000025138766],"about_ca_topic_score_codex":0.0006499391,"about_ca_topic_score_gemma":0.000809445,"teacher_disagreement_score":0.00066641835,"about_ca_system_score_codex":0.00015674514,"about_ca_system_score_gemma":0.00013766566,"threshold_uncertainty_score":0.002229333},"labels":[],"label_agreement":null},{"id":"W4312037532","doi":"10.1002/jsde.12653","title":"The characteristic curvature (Cc) definition and its use in assessing Cc for single ionic surfactants","year":2022,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curvature; Chemistry; Pulmonary surfactant; Thermodynamics; Partition coefficient; Ionic bonding; Chromatography; Organic chemistry; Mathematics; Physics; Ion; Geometry","score_opus":0.060920852700217035,"score_gpt":0.2596715875400434,"score_spread":0.19875073483982636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312037532","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":[0.5312194,0.010921954,0.4393987,0.00050560903,0.00046216452,0.0006919145,0.0015289235,0.0019681368,0.01330317],"genre_scores_gemma":[0.93548626,0.00070272014,0.061885603,0.00009127817,0.000041672905,0.00034893493,0.00037604017,0.00008699836,0.0009805007],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9938093,0.0022262551,0.00057946955,0.000716803,0.0024856627,0.00018257152],"domain_scores_gemma":[0.9861696,0.005956305,0.0024385822,0.0013101335,0.0036805943,0.000444882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055245995,0.00096067775,0.00046542578,0.0058807177,0.0005429224,0.0012735042,0.0010403324,0.00090859836,0.0012055534],"category_scores_gemma":[0.01346331,0.00029615016,0.00071376405,0.0041025,0.0017751972,0.001719749,0.0018075135,0.0010215109,0.00046379134],"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":[0.0013981832,0.00027796807,0.121336,0.002356359,0.0004340957,0.00083161186,0.0018200807,0.037735995,0.5078752,0.05715431,0.0054509863,0.2633292],"study_design_scores_gemma":[0.00005789859,0.0023468528,0.10079299,0.00038154222,0.00024631777,0.00289398,0.0011224432,0.24010354,0.5963916,0.019138983,0.03573514,0.0007887093],"about_ca_topic_score_codex":0.0017376108,"about_ca_topic_score_gemma":0.0010353975,"teacher_disagreement_score":0.0058807177,"about_ca_system_score_codex":0.0011069324,"about_ca_system_score_gemma":0.0008032531,"threshold_uncertainty_score":0.029217243},"labels":[],"label_agreement":null},{"id":"W4317743257","doi":"10.1002/jsde.12656","title":"Stable <scp>CO<sub>2</sub></scp>/water foam stabilized by dilute surface‐modified nanoparticles and cationic surfactant at high temperature and salinity","year":2023,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Total; University of Texas at Austin; CMG Reservoir Simulation Foundation; Baker Hughes; Welch Foundation","keywords":"Chemistry; Cationic polymerization; Pulmonary surfactant; Brine; Viscosity; Chemical engineering; Nanoparticle; Zeta potential; Colloid; Polymer chemistry; Organic chemistry; Composite material; Materials science","score_opus":0.010005243723006672,"score_gpt":0.21925337452017907,"score_spread":0.2092481307971724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317743257","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":[0.99641186,0.0001622508,0.0024086065,0.00003288958,0.0000139152,0.000009308394,0.00007286338,0.00012263427,0.0007657055],"genre_scores_gemma":[0.9980969,0.000053492786,0.0010369333,0.00001648309,0.0000027771455,0.000011227806,0.00007952604,0.000027442973,0.00067537854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999162,0.0000056931754,0.000004858211,0.000016674423,0.000030198837,0.0000263306],"domain_scores_gemma":[0.99987245,0.000027010006,0.000039461906,0.000008724513,0.000031632062,0.00002076403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095223855,0.00031830167,0.00013689674,0.0001391634,0.00015284309,0.00018710947,0.00014458584,0.00023883025,0.00089729065],"category_scores_gemma":[0.00020149982,0.00014829873,0.00010103143,0.00008422447,0.00027681031,0.00021790396,0.00014546116,0.00019126126,0.00017628768],"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":[0.000034853412,0.000003665089,0.00009764985,0.000014080197,0.0000025412714,0.000025167734,0.000009707709,0.00011678144,0.999143,0.000028630833,0.000032876604,0.00049102504],"study_design_scores_gemma":[0.0000029991415,0.000036752088,0.00054262637,0.0000015206768,0.0000030678668,0.0000180968,0.0000066360976,0.0011225314,0.99803704,0.00001187047,0.00021470601,0.0000021824214],"about_ca_topic_score_codex":0.0012422132,"about_ca_topic_score_gemma":0.0018437754,"teacher_disagreement_score":0.0012422132,"about_ca_system_score_codex":0.0002153207,"about_ca_system_score_gemma":0.00015926111,"threshold_uncertainty_score":0.0030017495},"labels":[],"label_agreement":null},{"id":"W4323866460","doi":"10.1002/jsde.12600","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Toulouse; Sasol; Universidad de Granada; Jiangnan University; University of Toronto; National Cheng Kung University; École Supérieure de Physique et de Chimie Industrielles de la Ville de Paris; Lubrizol; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; University at Buffalo; Dow Chemical Company; Jadavpur University; University of Waterloo; State University of New York; Universidade Estadual de Campinas; Sichuan University; Clorox Company; U.S. Department of Agriculture; Colgate-Palmolive Company; Total; University of Oklahoma; University of Miami","keywords":"Citation; Information retrieval; Chemistry; World Wide Web; Computer science","score_opus":0.016157302572348497,"score_gpt":0.23743353550501148,"score_spread":0.221276232932663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323866460","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056780234,0.0022811338,0.0013093661,0.005511709,0.057538502,0.00060839375,0.02567954,0.002980055,0.90352345],"genre_scores_gemma":[0.00092942297,0.0014608329,0.0005719542,0.0014903294,0.0052009597,0.00010131654,0.011107201,0.00083468016,0.9783034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892956,0.00006918458,0.00008823444,0.0001608128,0.0006299216,0.00012227554],"domain_scores_gemma":[0.9956174,0.0003252204,0.0001847608,0.0004597128,0.0020560483,0.0013568824],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012603153,0.0016246367,0.0016792326,0.004377656,0.0018002421,0.009885767,0.001764694,0.0025075532,0.81351644],"category_scores_gemma":[0.006047548,0.0006567633,0.0012274267,0.0049965563,0.0005487527,0.004468121,0.0023704907,0.0020656206,0.78603977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021998792,0.000027725768,0.00007549076,0.00025443072,0.0000032612331,0.000023147573,0.000008145634,0.000030934047,0.00030452994,0.000996181,0.9584811,0.039773118],"study_design_scores_gemma":[0.00000793687,0.000014383784,0.00029244542,0.00007210792,0.0000022783338,0.000022408789,0.000013881422,0.000031249197,0.000116912975,0.00040808215,0.9990138,0.000004419653],"about_ca_topic_score_codex":0.001907614,"about_ca_topic_score_gemma":0.0030200963,"teacher_disagreement_score":0.18648356,"about_ca_system_score_codex":0.0010743154,"about_ca_system_score_gemma":0.0027023775,"threshold_uncertainty_score":0.26599616},"labels":[],"label_agreement":null},{"id":"W4365812461","doi":"10.1002/jsde.12674","title":"A novel protocol for quantitative determination of 1,4‐dioxane in finished cleaning products","year":2023,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Chemistry; Detection limit; Chromatography; Calibration curve; Mass spectrometry; Calibration; Gas chromatography–mass spectrometry; Analytical Chemistry (journal); Process engineering; Statistics","score_opus":0.06463957254808597,"score_gpt":0.3325778532831191,"score_spread":0.2679382807350331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365812461","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":[0.05130523,0.0015368005,0.93476385,0.00024326943,0.00040341468,0.0038234205,0.001984659,0.0019000178,0.0040394],"genre_scores_gemma":[0.101173446,0.002726327,0.86222035,0.00036501128,0.00012486933,0.011037197,0.00609194,0.0003244071,0.01593641],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99740666,0.00044804835,0.0002962916,0.0006596482,0.00097371824,0.00021561368],"domain_scores_gemma":[0.99897325,0.00017739394,0.00013349505,0.00019253085,0.00045525632,0.00006802361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017589016,0.002336903,0.0010751684,0.0024121993,0.0011423179,0.00065388845,0.0015699159,0.001063375,0.0040536025],"category_scores_gemma":[0.0014004863,0.0014140004,0.001164839,0.0011614752,0.000899626,0.0009133531,0.0013734134,0.00214623,0.0039242473],"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":[0.000025983514,0.000038803184,0.00008307591,0.0001710117,0.000014139634,0.0000810101,0.00005920589,0.00014309875,0.99258137,0.00037869986,0.0004268629,0.005996787],"study_design_scores_gemma":[0.00003256554,0.00036405597,0.0014496063,0.000057406458,0.000046530906,0.0004418571,0.00006074542,0.0026893197,0.97027695,0.00056220306,0.023939913,0.00007886398],"about_ca_topic_score_codex":0.0009096755,"about_ca_topic_score_gemma":0.003333233,"teacher_disagreement_score":0.0040536025,"about_ca_system_score_codex":0.0007113639,"about_ca_system_score_gemma":0.00204488,"threshold_uncertainty_score":0.013560593},"labels":[],"label_agreement":null},{"id":"W4376879233","doi":"10.1002/jsde.12601","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agricultural Research Service; Total; Universidade Estadual de Campinas; Sichuan University; Lubrizol; University of Waterloo; Université de Toulouse; Sasol; Jiangnan University; National Cheng Kung University; École Supérieure de Physique et de Chimie Industrielles de la Ville de Paris; Dow Chemical Company; Jadavpur University; Colgate-Palmolive Company; Universidad de Granada; U.S. Department of Agriculture; University of Miami","keywords":"Citation; Chemistry; Library science; World Wide Web; Information retrieval; Computer science","score_opus":0.015189256041527498,"score_gpt":0.2538100627473131,"score_spread":0.23862080670578562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376879233","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006564707,0.0030611493,0.0012719567,0.0051161232,0.06557019,0.0005549454,0.02412001,0.0026259203,0.89702314],"genre_scores_gemma":[0.0010008675,0.0019618124,0.0006290088,0.0014091984,0.0057278103,0.000091573755,0.010987185,0.0007733521,0.97741914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990482,0.000055755987,0.000072668634,0.0001429987,0.0005722403,0.00010815767],"domain_scores_gemma":[0.9961273,0.00027221447,0.00016743416,0.00038854426,0.0017806685,0.0012639264],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012490442,0.001508843,0.0015388832,0.0040283683,0.0016094017,0.008601288,0.0016018059,0.0020318301,0.76166457],"category_scores_gemma":[0.005256719,0.00057185587,0.001102284,0.0043574125,0.00051336235,0.003783437,0.0021071467,0.0019062924,0.7243896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025282947,0.00003095177,0.00008725807,0.00027593484,0.0000039552237,0.000025602549,0.000008417371,0.000031890275,0.0003895592,0.0010877363,0.9484829,0.049550544],"study_design_scores_gemma":[0.000006375925,0.000013490948,0.00030946257,0.00006481684,0.0000022660204,0.000022561284,0.000012711241,0.000027124477,0.00012975793,0.0003938683,0.9990133,0.000004129157],"about_ca_topic_score_codex":0.0018786095,"about_ca_topic_score_gemma":0.0033041039,"teacher_disagreement_score":0.23833543,"about_ca_system_score_codex":0.0010370021,"about_ca_system_score_gemma":0.0026087924,"threshold_uncertainty_score":0.33995652},"labels":[],"label_agreement":null},{"id":"W4385065738","doi":"10.1002/jsde.12700","title":"Effect of perfluorotetradecanoic acid on the morphology of a photopolymerizable phospholipid monolayer at the air‐water interface","year":2023,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Polydiacetylene-based materials and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Canada Foundation for Innovation; University of Saskatchewan","keywords":"Monolayer; Phospholipid; Chemistry; Photopolymer; Phase (matter); Chemical engineering; Context (archaeology); Polymer chemistry; Organic chemistry; Membrane; Polymer; Polymerization","score_opus":0.011305541254381424,"score_gpt":0.2525166050604102,"score_spread":0.24121106380602875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385065738","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":[0.99818593,0.00041964217,0.00048548068,0.000026781388,0.000016132914,0.000013520832,0.000059752823,0.000022630007,0.00077012094],"genre_scores_gemma":[0.99756014,0.00042355078,0.0009952617,0.000033515305,0.0000053419753,0.00001773872,0.00008870815,0.000019345996,0.00085641444],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984765,0.000026747544,0.000014496389,0.00003310342,0.000044411903,0.000033505006],"domain_scores_gemma":[0.999602,0.00019174014,0.000076239,0.00002279707,0.00004615216,0.00006113078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248085,0.0003604541,0.00017316396,0.00015387079,0.00014577525,0.00036092897,0.00017230373,0.00026282878,0.0012592768],"category_scores_gemma":[0.00057234854,0.0002263064,0.00012657086,0.0001475644,0.0002038487,0.0003203444,0.00013714039,0.00029490708,0.00024008275],"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":[0.000093823095,0.000013611148,0.000069660135,0.000017826727,0.0000026348066,0.00002512989,0.000014971079,0.000043447228,0.99927074,0.000011069226,0.000004808168,0.00043227643],"study_design_scores_gemma":[0.000008153986,0.00015894267,0.001038929,0.0000027303474,0.000006184902,0.000026841404,0.000013727249,0.00035907287,0.99820423,0.0000039122547,0.00017506267,0.000002235298],"about_ca_topic_score_codex":0.0009340927,"about_ca_topic_score_gemma":0.0010504003,"teacher_disagreement_score":0.0012592768,"about_ca_system_score_codex":0.0002219065,"about_ca_system_score_gemma":0.00021525563,"threshold_uncertainty_score":0.0042126775},"labels":[],"label_agreement":null},{"id":"W4385662762","doi":"10.1002/jsde.12702","title":"Role and impact of surfactants in carbon nanotube dispersions and sorting","year":2023,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brockhouse Institute for Materials Research; McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Carbon nanotube; Nanomaterials; Nanotechnology; Polymer; Dispersant; Chemistry; Chemical vapor deposition; Chemical engineering; Dispersion (optics); Materials science; Organic chemistry","score_opus":0.014101839514302297,"score_gpt":0.27934829346335827,"score_spread":0.265246453949056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385662762","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035124127,0.9570455,0.0023880177,0.00027089778,0.00032882017,0.000026818929,0.00003597795,0.000031672134,0.0047482187],"genre_scores_gemma":[0.14499848,0.847726,0.0035440517,0.00023460946,0.0002206911,0.000032646607,0.000054088505,0.000013397374,0.0031760389],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996661,0.00008985301,0.00005540865,0.000056939636,0.00010208856,0.000029584215],"domain_scores_gemma":[0.9997136,0.00013271741,0.00005703501,0.000008888731,0.000071925664,0.000015715248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046586743,0.00041942575,0.00049384125,0.0006112977,0.00016745912,0.00048347653,0.00026624426,0.00047065387,0.00038213615],"category_scores_gemma":[0.00049154495,0.00016358664,0.00025095005,0.0005299945,0.0001884286,0.00043657384,0.00021751683,0.00033818636,0.0003092038],"study_design_candidate":"bench_or_experimental","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":[0.0002401272,0.0001724025,0.0015217798,0.0164076,0.00021617045,0.00066924887,0.00023748564,0.0019993596,0.44601592,0.009524008,0.0031406307,0.5198552],"study_design_scores_gemma":[0.000026088253,0.0008492404,0.0019966993,0.0015979764,0.00037344385,0.0012045031,0.00015368123,0.002416375,0.6649372,0.0017377876,0.32465225,0.000054860895],"about_ca_topic_score_codex":0.0004916525,"about_ca_topic_score_gemma":0.0008009582,"teacher_disagreement_score":0.0006112977,"about_ca_system_score_codex":0.00039326804,"about_ca_system_score_gemma":0.00043190728,"threshold_uncertainty_score":0.0028533936},"labels":[],"label_agreement":null},{"id":"W4388415349","doi":"10.1002/jsde.12604","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Université de Toulouse; Sasol; Jiangnan University; University of Toronto; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; Jadavpur University; University of Waterloo; Lubrizol; State University of New York; University of Tulsa; Sichuan University; Clorox Company; Colgate-Palmolive Company; University at Buffalo; University of Oklahoma; North Carolina State University; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Citation; Information retrieval; Chemistry; World Wide Web; Computer science","score_opus":0.016157302572348497,"score_gpt":0.23743353550501148,"score_spread":0.221276232932663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388415349","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056780234,0.0022811338,0.0013093661,0.005511709,0.057538502,0.00060839375,0.02567954,0.002980055,0.90352345],"genre_scores_gemma":[0.00092942297,0.0014608329,0.0005719542,0.0014903294,0.0052009597,0.00010131654,0.011107201,0.00083468016,0.9783034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892956,0.00006918458,0.00008823444,0.0001608128,0.0006299216,0.00012227554],"domain_scores_gemma":[0.9956174,0.0003252204,0.0001847608,0.0004597128,0.0020560483,0.0013568824],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012603153,0.0016246367,0.0016792326,0.004377656,0.0018002421,0.009885767,0.001764694,0.0025075532,0.81351644],"category_scores_gemma":[0.006047548,0.0006567633,0.0012274267,0.0049965563,0.0005487527,0.004468121,0.0023704907,0.0020656206,0.78603977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021998792,0.000027725768,0.00007549076,0.00025443072,0.0000032612331,0.000023147573,0.000008145634,0.000030934047,0.00030452994,0.000996181,0.9584811,0.039773118],"study_design_scores_gemma":[0.00000793687,0.000014383784,0.00029244542,0.00007210792,0.0000022783338,0.000022408789,0.000013881422,0.000031249197,0.000116912975,0.00040808215,0.9990138,0.000004419653],"about_ca_topic_score_codex":0.001907614,"about_ca_topic_score_gemma":0.0030200963,"teacher_disagreement_score":0.18648356,"about_ca_system_score_codex":0.0010743154,"about_ca_system_score_gemma":0.0027023775,"threshold_uncertainty_score":0.26599616},"labels":[],"label_agreement":null},{"id":"W4390830376","doi":"10.1002/jsde.12684","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Université de Toulouse; Sasol; Jiangnan University; University of Toronto; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; Jadavpur University; University of Waterloo; Lubrizol; State University of New York; University of Tulsa; Sichuan University; Clorox Company; Colgate-Palmolive Company; University at Buffalo; University of Oklahoma; North Carolina State University; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Citation; Information retrieval; World Wide Web; Computer science","score_opus":0.00924072058001075,"score_gpt":0.24472765298295374,"score_spread":0.235486932402943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390830376","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005086161,0.0019453451,0.0010697731,0.00511537,0.05363661,0.0005629042,0.026160449,0.0027303651,0.90827066],"genre_scores_gemma":[0.0008208072,0.0010916529,0.00039782363,0.0012542813,0.004438443,0.00010033685,0.010315715,0.00073894806,0.980842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988391,0.000076929355,0.0000907284,0.0001575749,0.00070610543,0.00012957532],"domain_scores_gemma":[0.9955884,0.000362035,0.00017796177,0.00047056813,0.0020866008,0.0013145149],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011916658,0.0015408479,0.0016164968,0.004260625,0.0018896951,0.009902257,0.0017275639,0.0024498014,0.8186192],"category_scores_gemma":[0.0063168597,0.00060117233,0.0010912472,0.0049078017,0.00055567187,0.004541302,0.0024773814,0.0021535186,0.7883775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020509102,0.000022471675,0.000057280093,0.00022308913,0.000002406851,0.000019985388,0.000008729803,0.000026030733,0.00025101946,0.0008858911,0.9659462,0.03253644],"study_design_scores_gemma":[0.000007876671,0.0000140898555,0.0002542719,0.00006792353,0.000001782398,0.000017696822,0.000014598257,0.000026906644,0.00009975442,0.0003642445,0.99912673,0.000003962184],"about_ca_topic_score_codex":0.00218829,"about_ca_topic_score_gemma":0.0033811198,"teacher_disagreement_score":0.18138081,"about_ca_system_score_codex":0.0012296096,"about_ca_system_score_gemma":0.0027905912,"threshold_uncertainty_score":0.25871772},"labels":[],"label_agreement":null},{"id":"W4392658364","doi":"10.1002/jsde.12685","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Université de Toulouse; Sasol; Jiangnan University; University of Toronto; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; Jadavpur University; University of Waterloo; Lubrizol; State University of New York; University of Tulsa; Sichuan University; Clorox Company; Colgate-Palmolive Company; University at Buffalo; University of Oklahoma; North Carolina State University; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Chemistry","score_opus":0.0052795864505113714,"score_gpt":0.2216908320208308,"score_spread":0.21641124557031943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392658364","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047106424,0.0033314822,0.001132178,0.010934543,0.05341562,0.0010254844,0.024737827,0.001902424,0.90304935],"genre_scores_gemma":[0.0017168152,0.0026860335,0.0008949377,0.0038159983,0.0073667895,0.0003944595,0.0138483625,0.00068224507,0.9685943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981944,0.00016290715,0.00014633167,0.00024580493,0.0010480613,0.00020242031],"domain_scores_gemma":[0.99314934,0.00047852306,0.00026298963,0.0005120347,0.004066108,0.0015311278],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022719197,0.0012930699,0.0012981404,0.0036990456,0.0017479698,0.0102894325,0.0019776593,0.0026631763,0.7293265],"category_scores_gemma":[0.008075738,0.00050988235,0.00096157053,0.0035684586,0.000566997,0.004491744,0.002427942,0.0022534034,0.69774246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024164394,0.000019380837,0.000052756743,0.0002513,0.0000020219904,0.000014250727,0.000012346061,0.000020734347,0.00013562555,0.0018000911,0.9604544,0.03721289],"study_design_scores_gemma":[0.000008527869,0.000016372658,0.00025358747,0.00011425353,0.0000018849371,0.000019183351,0.000022764072,0.000014766151,0.00007855788,0.0006465808,0.99881977,0.0000037950686],"about_ca_topic_score_codex":0.001330512,"about_ca_topic_score_gemma":0.0020778892,"teacher_disagreement_score":0.2706735,"about_ca_system_score_codex":0.0014978967,"about_ca_system_score_gemma":0.0033838204,"threshold_uncertainty_score":0.3860829},"labels":[],"label_agreement":null},{"id":"W4395479292","doi":"10.1002/jsde.12761","title":"Surface miscibility of <scp>Gemini</scp> surfactants and <scp>DOPE</scp> in binary mixed monolayers","year":2024,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Miscibility; Monolayer; Binary number; Chemical engineering; Organic chemistry; Polymer","score_opus":0.01965111951694239,"score_gpt":0.25250742015018274,"score_spread":0.23285630063324034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395479292","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":[0.99853456,0.00041469253,0.0005054049,0.000023660767,0.0000071868353,0.0000065469085,0.00011902778,0.000027609238,0.00036123896],"genre_scores_gemma":[0.9982322,0.0003385309,0.0007809822,0.000013978003,0.000004517013,0.000015691961,0.00018869083,0.000015930316,0.0004094492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963725,0.00006598633,0.00003544878,0.00007333308,0.00012537086,0.00006271134],"domain_scores_gemma":[0.9995956,0.00014747007,0.00008325958,0.000028116046,0.000096139316,0.00004939878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036060569,0.00037179372,0.00026245695,0.00049471285,0.00020050151,0.0004062992,0.00023022864,0.0003088918,0.0007301126],"category_scores_gemma":[0.00070779136,0.00022786488,0.00017827011,0.00048856775,0.00021336979,0.00049340364,0.00022575294,0.00042483947,0.0001953492],"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":[0.00012579963,0.000015503168,0.00032706707,0.00003428737,0.000011101773,0.000030420266,0.00003634848,0.00010594038,0.99851495,0.00003664087,0.000016678501,0.0007452629],"study_design_scores_gemma":[0.0000037398124,0.0001257318,0.0018106273,0.0000053403082,0.000014913483,0.000028490758,0.000029522982,0.0016709168,0.99601424,0.000011193068,0.00028117333,0.0000041596036],"about_ca_topic_score_codex":0.001481211,"about_ca_topic_score_gemma":0.0015014904,"teacher_disagreement_score":0.001481211,"about_ca_system_score_codex":0.0003076973,"about_ca_system_score_gemma":0.0002080576,"threshold_uncertainty_score":0.0029452443},"labels":[],"label_agreement":null},{"id":"W4396616955","doi":"10.1002/jsde.12686","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agricultural Research Service; National Cheng Kung University; Sichuan University; Lubrizol; University of Waterloo; Université de Toulouse; Sasol; Jadavpur University; Jiangnan University; University of Tulsa; Colgate-Palmolive Company; North Carolina State University; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Chemistry","score_opus":0.0052795864505113714,"score_gpt":0.2216908320208308,"score_spread":0.21641124557031943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396616955","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047106424,0.0033314822,0.001132178,0.010934543,0.05341562,0.0010254844,0.024737827,0.001902424,0.90304935],"genre_scores_gemma":[0.0017168152,0.0026860335,0.0008949377,0.0038159983,0.0073667895,0.0003944595,0.0138483625,0.00068224507,0.9685943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981944,0.00016290715,0.00014633167,0.00024580493,0.0010480613,0.00020242031],"domain_scores_gemma":[0.99314934,0.00047852306,0.00026298963,0.0005120347,0.004066108,0.0015311278],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022719197,0.0012930699,0.0012981404,0.0036990456,0.0017479698,0.0102894325,0.0019776593,0.0026631763,0.7293265],"category_scores_gemma":[0.008075738,0.00050988235,0.00096157053,0.0035684586,0.000566997,0.004491744,0.002427942,0.0022534034,0.69774246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024164394,0.000019380837,0.000052756743,0.0002513,0.0000020219904,0.000014250727,0.000012346061,0.000020734347,0.00013562555,0.0018000911,0.9604544,0.03721289],"study_design_scores_gemma":[0.000008527869,0.000016372658,0.00025358747,0.00011425353,0.0000018849371,0.000019183351,0.000022764072,0.000014766151,0.00007855788,0.0006465808,0.99881977,0.0000037950686],"about_ca_topic_score_codex":0.001330512,"about_ca_topic_score_gemma":0.0020778892,"teacher_disagreement_score":0.2706735,"about_ca_system_score_codex":0.0014978967,"about_ca_system_score_gemma":0.0033838204,"threshold_uncertainty_score":0.3860829},"labels":[],"label_agreement":null},{"id":"W4400461989","doi":"10.1002/jsde.12687","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"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":"Agricultural Research Service; National Cheng Kung University; Sichuan University; Lubrizol; University of Waterloo; Université de Toulouse; Sasol; Jadavpur University; Jiangnan University; University of Tulsa; Colgate-Palmolive Company; North Carolina State University; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Chemistry","score_opus":0.016437790047898634,"score_gpt":0.2659157747227267,"score_spread":0.24947798467482807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400461989","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024817765,0.00050241954,0.0009787284,0.0022721095,0.008608988,0.00037661384,0.012738392,0.0024348495,0.9718398],"genre_scores_gemma":[0.00044041322,0.0002793335,0.000390327,0.0006931951,0.0008808487,0.00007397155,0.0042855935,0.0004399659,0.99251646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919206,0.000079436744,0.000045636356,0.00010398258,0.0004912565,0.0000877302],"domain_scores_gemma":[0.9959895,0.0005430739,0.00015617776,0.00035405034,0.0018915983,0.0010656123],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011301124,0.001306641,0.0013344567,0.004404362,0.0013673214,0.006546912,0.0016828079,0.002458642,0.94120604],"category_scores_gemma":[0.006688557,0.00061974674,0.00088762515,0.0033409707,0.00044264572,0.0028899575,0.0021346859,0.0015848835,0.8992832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017542703,0.0000311374,0.000041246258,0.00012263254,0.000001609828,0.000012246267,0.00000604952,0.000029198563,0.00010823202,0.00081080594,0.9620612,0.036758047],"study_design_scores_gemma":[0.000021751852,0.000021284985,0.00029198625,0.00009241712,0.0000025427616,0.00002181016,0.000021978052,0.000084847496,0.00011042068,0.0011123087,0.9982122,0.0000063669613],"about_ca_topic_score_codex":0.0019931393,"about_ca_topic_score_gemma":0.0046342225,"teacher_disagreement_score":0.058793962,"about_ca_system_score_codex":0.0009362423,"about_ca_system_score_gemma":0.002205776,"threshold_uncertainty_score":0.08386248},"labels":[],"label_agreement":null},{"id":"W4402451944","doi":"10.1002/jsde.12688","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Université de Toulouse; Sasol; Jiangnan University; University of Toronto; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; University of Waterloo; Lubrizol; State University of New York; University of Tulsa; Sichuan University; Clorox Company; Colgate-Palmolive Company; University at Buffalo; University of Oklahoma; North Carolina State University; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Chemistry","score_opus":0.016437790047898634,"score_gpt":0.2659157747227267,"score_spread":0.24947798467482807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402451944","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005380848,0.0023798118,0.001273173,0.0068434994,0.052556258,0.000543308,0.017883988,0.0023647512,0.91561705],"genre_scores_gemma":[0.0010645754,0.0015426202,0.00069619884,0.0015656993,0.0052898494,0.000114203605,0.009475043,0.00062135945,0.9796305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884254,0.00008467401,0.00009811731,0.00014824262,0.00071061373,0.00011586077],"domain_scores_gemma":[0.9942385,0.00044535004,0.00021337236,0.000439893,0.0032933208,0.0013696087],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013043918,0.0012738197,0.0011888439,0.004243646,0.0016814236,0.008856538,0.0015727661,0.002193499,0.7964254],"category_scores_gemma":[0.0066608116,0.00048564278,0.0007929077,0.004015132,0.00044516326,0.004321626,0.0019881006,0.0017059027,0.7315527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001668091,0.000020785876,0.000049927487,0.00015062526,0.0000015388518,0.000016953229,0.000008124309,0.000019170298,0.00014969114,0.0008348234,0.9629901,0.035741467],"study_design_scores_gemma":[0.0000060500497,0.000014557672,0.0002636538,0.00007005398,0.0000014720448,0.000025233485,0.000018764384,0.00002600996,0.00007923166,0.0004866401,0.99900466,0.000003707941],"about_ca_topic_score_codex":0.0013983033,"about_ca_topic_score_gemma":0.0026392732,"teacher_disagreement_score":0.2035746,"about_ca_system_score_codex":0.0010623311,"about_ca_system_score_gemma":0.0022576132,"threshold_uncertainty_score":0.2903744},"labels":[],"label_agreement":null},{"id":"W4404214940","doi":"10.1002/jsde.12689","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Université de Toulouse; Sasol; Jiangnan University; University of Toronto; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; University of Waterloo; Lubrizol; State University of New York; University of Tulsa; Sichuan University; Clorox Company; Colgate-Palmolive Company; University at Buffalo; University of Oklahoma; North Carolina State University; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Chemistry","score_opus":0.016437790047898634,"score_gpt":0.2659157747227267,"score_spread":0.24947798467482807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404214940","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005380848,0.0023798118,0.001273173,0.0068434994,0.052556258,0.000543308,0.017883988,0.0023647512,0.91561705],"genre_scores_gemma":[0.0010645754,0.0015426202,0.00069619884,0.0015656993,0.0052898494,0.000114203605,0.009475043,0.00062135945,0.9796305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884254,0.00008467401,0.00009811731,0.00014824262,0.00071061373,0.00011586077],"domain_scores_gemma":[0.9942385,0.00044535004,0.00021337236,0.000439893,0.0032933208,0.0013696087],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013043918,0.0012738197,0.0011888439,0.004243646,0.0016814236,0.008856538,0.0015727661,0.002193499,0.7964254],"category_scores_gemma":[0.0066608116,0.00048564278,0.0007929077,0.004015132,0.00044516326,0.004321626,0.0019881006,0.0017059027,0.7315527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001668091,0.000020785876,0.000049927487,0.00015062526,0.0000015388518,0.000016953229,0.000008124309,0.000019170298,0.00014969114,0.0008348234,0.9629901,0.035741467],"study_design_scores_gemma":[0.0000060500497,0.000014557672,0.0002636538,0.00007005398,0.0000014720448,0.000025233485,0.000018764384,0.00002600996,0.00007923166,0.0004866401,0.99900466,0.000003707941],"about_ca_topic_score_codex":0.0013983033,"about_ca_topic_score_gemma":0.0026392732,"teacher_disagreement_score":0.2035746,"about_ca_system_score_codex":0.0010623311,"about_ca_system_score_gemma":0.0022576132,"threshold_uncertainty_score":0.2903744},"labels":[],"label_agreement":null},{"id":"W4405086194","doi":"10.1002/jsde.12819","title":"Study of worm‐like micelles of alcohol propoxylated sulfate/alcohol ethoxylated surfactants mixtures for crude oil recovery","year":2024,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Cenovus Energy","keywords":"Pulmonary surfactant; Chemistry; Surface tension; Micelle; Viscosity; Viscoelasticity; Alkyl; Alcohol; Enhanced oil recovery; Chemical engineering; Fatty alcohol; Polyvinyl alcohol; Organic chemistry; Aqueous solution; Thermodynamics","score_opus":0.0379378129080098,"score_gpt":0.2964644174331119,"score_spread":0.2585266045251021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405086194","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":[0.99761665,0.0006371269,0.0013956563,0.000016047381,0.000007596971,0.000012735146,0.000030630923,0.000011654017,0.00027203816],"genre_scores_gemma":[0.996976,0.0004200833,0.00190601,0.000013476756,0.0000032694222,0.000016090664,0.000060061633,0.000008458041,0.0005963736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998702,0.000027768987,0.000011832936,0.000020376106,0.000047901318,0.000021903526],"domain_scores_gemma":[0.999858,0.000037112874,0.00004492654,0.0000050271474,0.00003763941,0.000017212604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022092946,0.00029859517,0.0001693623,0.00020150463,0.000095685886,0.00017027132,0.0001255836,0.00019055445,0.00041492758],"category_scores_gemma":[0.00030761986,0.00010845173,0.00021463445,0.00017563032,0.00010430818,0.00029596896,0.0001375776,0.00028801436,0.000107814485],"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":[0.000045292458,0.000013685339,0.00013731378,0.000034567507,0.0000049656087,0.000018703713,0.000015169859,0.00008729584,0.99876,0.000028907554,0.000005770037,0.00084838975],"study_design_scores_gemma":[0.000004522361,0.00019049486,0.0006768876,0.000003424231,0.000009983234,0.000017197364,0.000013716415,0.0011006492,0.9977417,0.00000745905,0.00023192124,0.0000021400801],"about_ca_topic_score_codex":0.00036983774,"about_ca_topic_score_gemma":0.0004738834,"teacher_disagreement_score":0.00041492758,"about_ca_system_score_codex":0.00011113144,"about_ca_system_score_gemma":0.00013690743,"threshold_uncertainty_score":0.0013881326},"labels":[],"label_agreement":null},{"id":"W4405658272","doi":"10.1002/jsde.12826","title":"Glucose‐induced self‐assembly in structurally diverse polyoxyethylene based nonionic surfactants for enhanced anticancer drug solubilization","year":2024,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Chemistry; Solubilization; Nonionic surfactant; Drug; Combinatorial chemistry; Organic chemistry; Pulmonary surfactant; Pharmacology; Biochemistry","score_opus":0.015424597012580555,"score_gpt":0.2677861905597095,"score_spread":0.25236159354712895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405658272","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":[0.9973991,0.000906294,0.001195492,0.000027111633,0.000009674162,0.000014957765,0.00003850251,0.000016785565,0.00039220045],"genre_scores_gemma":[0.99728847,0.0005721147,0.0015343385,0.000023574406,0.000003235858,0.000012432913,0.000060832223,0.000007828488,0.0004972136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991393,0.00002153794,0.000009210525,0.000014147994,0.000024428995,0.000016721378],"domain_scores_gemma":[0.9999225,0.000013942245,0.000034120458,0.000004858955,0.000012257937,0.000012255716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010664384,0.00025597765,0.00012604176,0.00010561301,0.000048453505,0.00015672346,0.00010536455,0.0001470604,0.00034851057],"category_scores_gemma":[0.00014903574,0.00007256479,0.00014148784,0.00011219097,0.00010034149,0.0001869258,0.00014287693,0.00025807333,0.000090305875],"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":[0.000036898524,0.000010825906,0.000049439717,0.000021421745,0.000002481133,0.000018913766,0.0000059108224,0.000047152676,0.9992873,0.000020610385,0.000004108525,0.00049496465],"study_design_scores_gemma":[0.0000031071531,0.00012553566,0.00046525893,0.0000021685364,0.000005300902,0.000026641917,0.000006302035,0.00030735406,0.9987411,0.000004947094,0.00031093138,0.0000013630757],"about_ca_topic_score_codex":0.00022204067,"about_ca_topic_score_gemma":0.00043906437,"teacher_disagreement_score":0.00034851057,"about_ca_system_score_codex":0.00013006729,"about_ca_system_score_gemma":0.00009849909,"threshold_uncertainty_score":0.0011658669},"labels":[],"label_agreement":null},{"id":"W4408384640","doi":"10.1002/jsde.12840","title":"Jean Louis Salager: A life of service to applied surfactant science","year":2025,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Pulmonary surfactant; St louis; Art history; Biochemistry; Art","score_opus":0.011980974389255059,"score_gpt":0.24920985966116455,"score_spread":0.2372288852719095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408384640","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055912244,0.043696456,0.0023936725,0.85061985,0.07451094,0.000041920408,0.00006758121,0.00030637393,0.022772025],"genre_scores_gemma":[0.09159367,0.0506253,0.0069658603,0.4596646,0.046784535,0.00012475687,0.00013814846,0.001133087,0.34297004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99556476,0.0015726977,0.00014542378,0.0005662789,0.0015625848,0.000588302],"domain_scores_gemma":[0.9905269,0.0010718562,0.0004648843,0.00026920685,0.0024694612,0.0051976815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004499736,0.00088799954,0.00071578374,0.0007003299,0.009338198,0.008591445,0.00091035006,0.0038631486,0.0099202525],"category_scores_gemma":[0.010516103,0.00034295704,0.00045369208,0.00057608687,0.0046240897,0.0040103677,0.0054883347,0.011900222,0.0073666656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005938082,0.00010014853,0.0010950308,0.00013857424,0.0000180686,0.00074814854,0.005299522,0.000063228035,0.003035299,0.011479612,0.9366037,0.04135912],"study_design_scores_gemma":[0.0000030724323,0.00002858366,0.00020203572,0.000103336,0.0000027536166,0.0003988261,0.0025460152,0.00004841704,0.00043371317,0.0011066556,0.99511,0.000016730552],"about_ca_topic_score_codex":0.0072728917,"about_ca_topic_score_gemma":0.010082454,"teacher_disagreement_score":0.0099202525,"about_ca_system_score_codex":0.0040931804,"about_ca_system_score_gemma":0.011301658,"threshold_uncertainty_score":0.033186495},"labels":[],"label_agreement":null},{"id":"W4408498615","doi":"10.1002/jsde.12850","title":"A high‐throughput method for screening surfactant additives and structure–property relationships for the removal of water from bitumen","year":2025,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Pulmonary surfactant; Asphalt; Chemical engineering; Chromatography; Composite material","score_opus":0.029908624886346418,"score_gpt":0.2849440881416566,"score_spread":0.2550354632553102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408498615","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5233097,0.004254112,0.46045947,0.0004058191,0.00017132009,0.0013462261,0.002672395,0.0024564364,0.0049245413],"genre_scores_gemma":[0.6569009,0.0036814478,0.32635188,0.00023575951,0.000086686014,0.00096425787,0.0019194854,0.00009388093,0.00976564],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991053,0.00015288734,0.000053129974,0.00011651105,0.00052673975,0.000045405224],"domain_scores_gemma":[0.9994824,0.0001772626,0.00010131848,0.000055300552,0.00014966777,0.000034054512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086378685,0.0005560229,0.0005021706,0.0011385585,0.0002921737,0.0005044244,0.00057659415,0.000599457,0.0011648779],"category_scores_gemma":[0.00071730686,0.00038644855,0.00047734717,0.0005037666,0.00021283134,0.00068854773,0.0003632961,0.000625688,0.00070398144],"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":[0.000017169286,0.00005739164,0.00028812527,0.00003706674,0.000011478262,0.000021213838,0.000008584221,0.0001464608,0.99495053,0.000050603336,0.00007212708,0.004339174],"study_design_scores_gemma":[0.000009382771,0.00020747291,0.0014567538,0.0000049424307,0.000021794365,0.000094369425,0.000012820447,0.0027495723,0.9939796,0.0000345652,0.001417586,0.000011132503],"about_ca_topic_score_codex":0.0009765588,"about_ca_topic_score_gemma":0.0027774863,"teacher_disagreement_score":0.0011648779,"about_ca_system_score_codex":0.0004448438,"about_ca_system_score_gemma":0.0005173891,"threshold_uncertainty_score":0.004568219},"labels":[],"label_agreement":null},{"id":"W4408913195","doi":"10.1002/jsde.12855","title":"Editorial for the special issue commemorating the impact of <scp>Dr. Jean‐Louis Salager</scp> on academy and on industrial surfactant research and development","year":2025,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Pulmonary surfactant; Chemical engineering; Library science; Polymer science; Engineering; Biochemistry","score_opus":0.07283561476548403,"score_gpt":0.3509540336054258,"score_spread":0.2781184188399418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408913195","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000893295,0.0025392566,0.00013951668,0.019989291,0.97540855,0.000022005905,0.000051949788,0.00010236474,0.0016577609],"genre_scores_gemma":[0.0006150422,0.002722145,0.00013089906,0.014439002,0.97150683,0.000020432086,0.00006262082,0.00006711011,0.010435949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962696,0.00039994615,0.0003944734,0.0006691989,0.0019095327,0.00035734882],"domain_scores_gemma":[0.98518014,0.0026786737,0.0010829412,0.00047064805,0.007839207,0.0027484656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035663825,0.0024954502,0.0021716396,0.0020587111,0.0025150017,0.007047814,0.0026917935,0.007186429,0.030187814],"category_scores_gemma":[0.016940083,0.0008525236,0.002023576,0.00079568743,0.0015671686,0.0032899259,0.0015251574,0.008335297,0.020664167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040848256,0.0000144090245,0.000036601512,0.00014801447,0.000008554359,0.00009360216,0.000009976386,0.000017266837,0.00018379532,0.00022698853,0.99279696,0.0064231525],"study_design_scores_gemma":[0.000033450695,0.000053973796,0.00028337832,0.00019962354,0.000021672971,0.00031657878,0.0000353139,0.000112432164,0.00036299363,0.00054295064,0.9980223,0.000015387444],"about_ca_topic_score_codex":0.00079231185,"about_ca_topic_score_gemma":0.0018754356,"teacher_disagreement_score":0.030187814,"about_ca_system_score_codex":0.0021756657,"about_ca_system_score_gemma":0.0033034945,"threshold_uncertainty_score":0.10098833},"labels":[],"label_agreement":null},{"id":"W4411896016","doi":"10.1002/jsde.12773","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; Université de Toulouse; Sasol; Jiangnan University; Università Campus Bio-Medico di Roma; University of Toronto; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; University of Akron; University of Waterloo; Lubrizol; State University of New York; Colgate-Palmolive Company; Universitat de Girona; University of Tulsa; Sichuan University; Clorox Company; University at Buffalo; University of Oklahoma; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Chemistry","score_opus":0.013559117854173103,"score_gpt":0.2631970288645757,"score_spread":0.24963791101040259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411896016","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005589041,0.0036853282,0.0015078313,0.01206288,0.061960816,0.0011091966,0.02116142,0.0020348006,0.8959189],"genre_scores_gemma":[0.0018420486,0.0026652983,0.0011347634,0.0039122743,0.008220183,0.00041014593,0.010915682,0.0007157176,0.9701839],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981895,0.0001601397,0.00015947231,0.00025507846,0.0010427388,0.00019302133],"domain_scores_gemma":[0.99159265,0.00058457133,0.00031381266,0.00055187877,0.005051094,0.0019059894],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002382319,0.0012465423,0.001263184,0.004095664,0.0017696079,0.010530706,0.0019498996,0.0027343936,0.7119254],"category_scores_gemma":[0.009153654,0.00049997476,0.0009658442,0.003407444,0.000571117,0.0044192676,0.002553718,0.0020732947,0.6580975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002811536,0.00002189067,0.000063825006,0.0002878409,0.000002258229,0.000018566769,0.000014881488,0.000024731398,0.00017541529,0.0020256531,0.94802266,0.04931412],"study_design_scores_gemma":[0.000008094327,0.00001812064,0.00028202005,0.00011843478,0.0000019899078,0.000024703486,0.000025868843,0.000018069353,0.00008867843,0.000719316,0.99869066,0.0000040726927],"about_ca_topic_score_codex":0.0012160913,"about_ca_topic_score_gemma":0.0021017971,"teacher_disagreement_score":0.2880746,"about_ca_system_score_codex":0.001473696,"about_ca_system_score_gemma":0.0034855523,"threshold_uncertainty_score":0.41090345},"labels":[],"label_agreement":null},{"id":"W4412039059","doi":"10.1002/jsde.12884","title":"Evaluating the Impact of Phosphate‐Buffered Saline Solutions on the Micellar Behavior of Dimeric Surfactants and Their Interaction With Lipid Membranes","year":2025,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; University of Waterloo; St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada; St. Francis Xavier University","keywords":"Chemistry; Membrane; Phosphate; Pulmonary surfactant; Critical micelle concentration; Micelle; Saline; Chromatography; Chemical engineering; Organic chemistry; Biochemistry; Aqueous solution","score_opus":0.0516419997842586,"score_gpt":0.32810068801300857,"score_spread":0.27645868822874997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412039059","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":[0.99393976,0.0017654246,0.0033405218,0.00005956302,0.000025428319,0.00004427403,0.000109594956,0.000026233974,0.00068906613],"genre_scores_gemma":[0.9930112,0.0010702614,0.0050225686,0.000054090906,0.000008346689,0.000044926575,0.00012936047,0.000013696737,0.0006455043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995845,0.0001709889,0.000045270575,0.000053828986,0.00010077297,0.000044620647],"domain_scores_gemma":[0.9991698,0.0003818636,0.00016809971,0.00003331825,0.00019150978,0.000055398526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007034055,0.00037477634,0.00019110194,0.00029927632,0.00010942728,0.00032633994,0.0002187118,0.00034213244,0.00060740084],"category_scores_gemma":[0.001342103,0.00010123646,0.00013366602,0.00023099536,0.00020288382,0.00039691123,0.000174869,0.00035576033,0.00016111246],"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":[0.00009256021,0.000025459714,0.00030458608,0.000035513043,0.0000056804834,0.00001881386,0.000022448543,0.00011888491,0.9983619,0.000027154243,0.000011039895,0.00097580353],"study_design_scores_gemma":[0.000002786414,0.0002716017,0.00053897133,0.0000041164312,0.000006565804,0.000021269514,0.000016389695,0.0006874804,0.9982337,0.0000124061135,0.00020221951,0.000002651502],"about_ca_topic_score_codex":0.00041438267,"about_ca_topic_score_gemma":0.00036178797,"teacher_disagreement_score":0.0007034055,"about_ca_system_score_codex":0.0001761976,"about_ca_system_score_gemma":0.00020238824,"threshold_uncertainty_score":0.003720045},"labels":[],"label_agreement":null},{"id":"W4415944261","doi":"10.1002/jsde.12775","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"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 at Buffalo; National Cheng Kung University; Université de Toulouse; Sasol; Universidad de Granada; Jiangnan University; Università Campus Bio-Medico di Roma; University of Toronto; Lubrizol; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; University of Akron; University of Waterloo; State University of New York; U.S. Department of Agriculture; Colgate-Palmolive Company; Universitat de Girona; University of Tulsa; Sichuan University; Clorox Company; Zhejiang University; University of Oklahoma; University of Miami","keywords":"Petrochemical; Defoamer; Experimental science; Test (biology)","score_opus":0.013559117854173103,"score_gpt":0.2631970288645757,"score_spread":0.24963791101040259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415944261","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025001864,0.0005068493,0.00097285514,0.0021795712,0.008644189,0.00036900037,0.011810427,0.0022711447,0.9729959],"genre_scores_gemma":[0.00045810457,0.00027362295,0.0003786143,0.00064767903,0.00084518065,0.000067477886,0.0040096305,0.00040074566,0.992919],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991953,0.000078363344,0.000045652778,0.00010318119,0.0004912454,0.00008639473],"domain_scores_gemma":[0.9960841,0.0005248185,0.00015076506,0.0003382868,0.0018441558,0.001057836],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011246433,0.0012727494,0.0012709922,0.004310374,0.0013333726,0.006585194,0.0016341419,0.00242175,0.93895113],"category_scores_gemma":[0.006581131,0.0005940911,0.00086015987,0.0031893402,0.000436129,0.002806462,0.002045172,0.0015345556,0.8935836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018232848,0.000031092324,0.000041315863,0.00012556741,0.0000016126247,0.00001265436,0.000006301067,0.000029963483,0.00011389392,0.0008741073,0.96075475,0.037990443],"study_design_scores_gemma":[0.0000213718,0.000021833803,0.00029609655,0.00009417035,0.0000025367817,0.000022138413,0.000022883154,0.00008945201,0.000115306444,0.001116709,0.9981913,0.000006261189],"about_ca_topic_score_codex":0.002017172,"about_ca_topic_score_gemma":0.0047268434,"teacher_disagreement_score":0.061048865,"about_ca_system_score_codex":0.00093792833,"about_ca_system_score_gemma":0.0021792527,"threshold_uncertainty_score":0.08707869},"labels":[],"label_agreement":null},{"id":"W4415950154","doi":"10.1002/jsde.70006","title":"Effect of Subphase Ions on Multilayer Deposition of an Anionic Gemini Surfactant on Solid Substrates","year":2025,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Government of Saskatchewan; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Research Council Canada; Canada Foundation for Innovation; University of Saskatchewan; Canadian Light Source","keywords":"Monolayer; Deposition (geology); Pulmonary surfactant; Brewster's angle; Monomer; Context (archaeology); Thin film","score_opus":0.010146982015448558,"score_gpt":0.294665688255709,"score_spread":0.28451870624026043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415950154","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":[0.9977527,0.0005862568,0.0010033045,0.000013187093,0.000011452415,0.000014430824,0.00006219706,0.000042782453,0.0005136614],"genre_scores_gemma":[0.9957016,0.00073180813,0.0028426219,0.000013704423,0.000004250962,0.000012945212,0.00008245795,0.000020013984,0.0005906322],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998447,0.00001961032,0.000017084503,0.000030308156,0.00004688045,0.0000415459],"domain_scores_gemma":[0.999796,0.000058880545,0.000055116634,0.000021183798,0.000042650303,0.000026257201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017300899,0.00054861436,0.00031501584,0.00021752159,0.00014599824,0.00029932684,0.0002032242,0.00019120071,0.00061663357],"category_scores_gemma":[0.0003687042,0.00021176782,0.00018579532,0.00020086065,0.0001061549,0.00022073387,0.0002746172,0.0002598872,0.0001702189],"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":[0.0000251363,0.000004140295,0.00006949627,0.000023062781,0.0000035892726,0.000017416072,0.000010611585,0.00004368678,0.99941325,0.000006736507,0.0000050888875,0.0003778541],"study_design_scores_gemma":[0.0000021730311,0.00007662121,0.00053122925,0.0000032918076,0.0000093685485,0.000022172426,0.000011985848,0.00060256786,0.998528,0.0000024206802,0.00020823872,0.0000018895798],"about_ca_topic_score_codex":0.0011445688,"about_ca_topic_score_gemma":0.0016410688,"teacher_disagreement_score":0.0011445688,"about_ca_system_score_codex":0.00020991151,"about_ca_system_score_gemma":0.0001452041,"threshold_uncertainty_score":0.0022758245},"labels":[],"label_agreement":null},{"id":"W592785073","doi":"10.1007/s11743-015-1704-8","title":"Capillary Curves for Ex‐situ Washing of Oil‐Coated Particles","year":2015,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; American Chemical Society Petroleum Research Fund; Syncrude","keywords":"Asphalt; Surface tension; Chemistry; Oil sands; Capillary action; Dimensionless quantity; Capillary number; Viscosity; Particle (ecology); Chemical engineering; Chromatography; Composite material; Materials science; Thermodynamics; Geology","score_opus":0.03554099121110526,"score_gpt":0.2589124225830999,"score_spread":0.2233714313719946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W592785073","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":[0.9357391,0.001787772,0.056512255,0.00009238138,0.00006267019,0.00015363799,0.00063248666,0.0008176435,0.004202048],"genre_scores_gemma":[0.9681398,0.0011109832,0.025614677,0.000070030845,0.000015352709,0.00019443441,0.000538367,0.00011050451,0.0042059124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99954176,0.00005290987,0.000022913853,0.000060698152,0.0002727701,0.000049043138],"domain_scores_gemma":[0.99790937,0.001216951,0.00018362376,0.00009045483,0.0005302431,0.00006928854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006087413,0.00037134826,0.00024043785,0.00071544416,0.00024523243,0.00033920605,0.00044756365,0.00037783143,0.002364228],"category_scores_gemma":[0.0016157666,0.00014595746,0.00022569096,0.00070264505,0.00037978298,0.00039970013,0.0002217299,0.00079463836,0.00037776845],"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":[0.00008267772,0.000039601317,0.00047154195,0.00007720925,0.0000063012717,0.000049949118,0.00018183644,0.00055431365,0.991137,0.00033394864,0.00013150003,0.0069340738],"study_design_scores_gemma":[0.000003612721,0.00013489688,0.002324617,0.0000075662974,0.0000046348237,0.00003702582,0.00005006116,0.0045117373,0.9918949,0.000050501934,0.0009670273,0.000013465698],"about_ca_topic_score_codex":0.0029973683,"about_ca_topic_score_gemma":0.0029279427,"teacher_disagreement_score":0.0029973683,"about_ca_system_score_codex":0.00083390943,"about_ca_system_score_gemma":0.00027232748,"threshold_uncertainty_score":0.007909119},"labels":[],"label_agreement":null},{"id":"W7117477556","doi":"10.1002/jsde.70010","title":"Obtaining Curvature‐Based <scp>HLD</scp> Parameters for Single Ionic Surfactants via Small Angle X‐Ray Scattering ( <scp>SAXS</scp> )","year":2025,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Division of Materials Research; European Commission; Natural Sciences and Engineering Research Council of Canada; University of Toronto; Hospital for Sick Children; National Science Foundation","keywords":"Microemulsion; Pulmonary surfactant; Curvature; Alkane; Sodium; Analytical Chemistry (journal); Phase (matter); Ammonium sulfate; Hydrodynamic radius; Micelle","score_opus":0.028172136174688254,"score_gpt":0.24776847185400175,"score_spread":0.2195963356793135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117477556","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":[0.9129308,0.00028307296,0.08255267,0.00013028654,0.00001958385,0.00007098664,0.0014990735,0.0012092273,0.0013041663],"genre_scores_gemma":[0.9468321,0.00023421289,0.050890997,0.00003751139,0.000005360552,0.00008055301,0.0011075353,0.00023901805,0.00057266816],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973744,0.000026993253,0.00003693025,0.00005537098,0.00012167979,0.000021600841],"domain_scores_gemma":[0.9991848,0.00025352705,0.00020593705,0.000119442666,0.00019775989,0.000038576738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006637637,0.0005860483,0.00023755374,0.0006923315,0.00014046604,0.00041215387,0.00026856246,0.0002806968,0.0010489039],"category_scores_gemma":[0.0014119106,0.00024616526,0.00021674152,0.0005413435,0.00032703136,0.000433227,0.00030948134,0.0005644261,0.00039015093],"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":[0.000042733718,0.00001237391,0.0010151726,0.000041294028,0.0000065938507,0.000023942426,0.000037833768,0.00075014535,0.99392056,0.00014009669,0.00011235216,0.003896824],"study_design_scores_gemma":[0.0000018284161,0.0000151068625,0.002469702,0.0000021023716,0.000002616646,0.000025992771,0.0000124441785,0.009201741,0.9878583,0.00003597197,0.00036587057,0.000008290629],"about_ca_topic_score_codex":0.0009407875,"about_ca_topic_score_gemma":0.0010051894,"teacher_disagreement_score":0.0010489039,"about_ca_system_score_codex":0.0004934585,"about_ca_system_score_gemma":0.00025952395,"threshold_uncertainty_score":0.0035802722},"labels":[],"label_agreement":null}]}