{"meta":{"query_hash":"da39ba6a6715","filters":{"venue":"Studies in surface science and catalysis"},"cohort_total":40,"direct_labels_cover":0,"predictions_cover":40,"exported":40,"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/da39ba6a6715","api":"https://metacan.xera.ac/api/v1/cohort?venue=Studies+in+surface+science+and+catalysis"},"results":[{"id":"W112474882","doi":"10.1016/s0167-2991(02)80605-x","title":"Isolation and characterization of amorphous solids from oil sands fine tailings","year":2002,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Tailings; Characterization (materials science); Oil sands; Isolation (microbiology); Amorphous solid; Chemistry; Chemical engineering; Environmental chemistry; Mineralogy; Materials science; Metallurgy; Nanotechnology; Organic chemistry; Composite material; Engineering; Asphalt","score_opus":0.03200939995687782,"score_gpt":0.27779391680613913,"score_spread":0.2457845168492613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W112474882","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":[0.9852519,0.0012573058,0.009602318,0.0000823496,0.000018163275,0.00004522691,0.00086298597,0.0000608713,0.0028189453],"genre_scores_gemma":[0.97654474,0.0019844759,0.008453575,0.0000633723,0.00001491714,0.000023911405,0.001991001,0.00004928324,0.0108747315],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994516,0.0000026572666,0.000005369761,0.000013691193,0.000022788505,0.000010399166],"domain_scores_gemma":[0.99989986,0.000033298038,0.0000134511365,0.000014238944,0.000025327661,0.000013866083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071584225,0.00022731283,0.0001394115,0.00048580876,0.00028950404,0.0003243242,0.00018131781,0.00017650919,0.0005188517],"category_scores_gemma":[0.00017441224,0.000113448375,0.00013610459,0.00034813365,0.00020208722,0.00022935992,0.00015717122,0.00033948122,0.0002339709],"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":[0.000036423196,0.000020889967,0.0011569727,0.00003323706,0.0000038897524,0.00012485973,0.00004974939,0.000115969466,0.9905821,0.00006508313,0.000057403682,0.0077534826],"study_design_scores_gemma":[0.0000037614,0.00009384257,0.014497972,0.000007467921,0.000012300725,0.0003776425,0.00011543527,0.000414183,0.97965586,0.00014668862,0.0046698307,0.000005094783],"about_ca_topic_score_codex":0.004479532,"about_ca_topic_score_gemma":0.0067916205,"teacher_disagreement_score":0.004479532,"about_ca_system_score_codex":0.00013383731,"about_ca_system_score_gemma":0.00024202991,"threshold_uncertainty_score":0.008906901},"labels":[],"label_agreement":null},{"id":"W126409638","doi":"10.1016/s0167-2991(00)80951-9","title":"New solid acid based breakthrough technologies","year":2000,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Crystallization and Solubility Studies","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Chemistry; Nanotechnology; Materials science","score_opus":0.03935068235088343,"score_gpt":0.3143529688866513,"score_spread":0.27500228653576786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W126409638","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":[0.10543503,0.2898797,0.1830097,0.0032423188,0.003893284,0.0003242484,0.00085981126,0.001559682,0.41179636],"genre_scores_gemma":[0.29389277,0.23065706,0.11949363,0.0013749708,0.0010992608,0.0003096475,0.0011306943,0.0005058596,0.35153612],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957913,0.00004406765,0.000015942933,0.000056535002,0.00025926807,0.000045052064],"domain_scores_gemma":[0.9998784,0.000040684685,0.0000082859415,0.000016790404,0.000038741637,0.000017045286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005368819,0.00074496266,0.0008651534,0.0005958882,0.0005638492,0.0021013452,0.0011588703,0.0009051249,0.008150973],"category_scores_gemma":[0.00033974845,0.00047257214,0.00046850665,0.00085289864,0.0008385425,0.0031973713,0.0012805515,0.0018818188,0.003913985],"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":[0.0003617463,0.00029704464,0.00010030445,0.0020027028,0.00004743174,0.00041415638,0.0005426474,0.0021546492,0.48636413,0.23188648,0.014640808,0.26118788],"study_design_scores_gemma":[0.000049284696,0.00031310608,0.00015145256,0.00009821634,0.000037015325,0.0005566835,0.00014318536,0.0034488183,0.42943987,0.034115802,0.5316136,0.000033023116],"about_ca_topic_score_codex":0.00037289853,"about_ca_topic_score_gemma":0.0006280015,"teacher_disagreement_score":0.008150973,"about_ca_system_score_codex":0.0009937283,"about_ca_system_score_gemma":0.00055432477,"threshold_uncertainty_score":0.027267694},"labels":[],"label_agreement":null},{"id":"W1489752077","doi":"10.1016/s0167-2991(05)80439-2","title":"Amine grafted, pore-expanded MCM–41 for acid gas removal: Effect of grafting temperature, water, and amine type on performance","year":2005,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Amine gas treating; Adsorption; Grafting; Silane; Mesoporous material; Chemistry; Silanes; Desorption; Diamine; Polymerization; Chemical engineering; Mesoporous silica; Polymer chemistry; Organic chemistry; Catalysis; Polymer","score_opus":0.020375333917052766,"score_gpt":0.28116326912909173,"score_spread":0.26078793521203897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489752077","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":[0.9819292,0.009719581,0.00412944,0.00008308574,0.000061729006,0.000033036114,0.00030025456,0.00015624671,0.003587495],"genre_scores_gemma":[0.97784513,0.0047782646,0.005027134,0.000050415758,0.00002231041,0.000024932868,0.0005731044,0.0000580527,0.011620621],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985707,0.000010659628,0.0000081962025,0.000026547188,0.00006714245,0.00003038395],"domain_scores_gemma":[0.99993336,0.000026738819,0.000009290871,0.0000094687875,0.000011793833,0.000009318672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025219706,0.00044066974,0.00043498096,0.00019861628,0.00019678684,0.00025723272,0.00048110506,0.00043264905,0.0012564958],"category_scores_gemma":[0.00018580204,0.00023552895,0.0004600236,0.00030132855,0.00018328059,0.00047225802,0.00019002319,0.0004652166,0.00052898965],"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":[0.00008365871,0.000023937735,0.000030820025,0.00007689066,0.000009201997,0.000022673003,0.000018285982,0.0001897723,0.995889,0.000050738814,0.00005698894,0.0035479013],"study_design_scores_gemma":[0.0000028236727,0.00009603793,0.0003815714,0.0000020216362,0.000008307757,0.00003501157,0.0000041375515,0.00036297174,0.99817204,0.000017507831,0.0009125082,0.0000050608887],"about_ca_topic_score_codex":0.0012898983,"about_ca_topic_score_gemma":0.0027688623,"teacher_disagreement_score":0.0012898983,"about_ca_system_score_codex":0.00038590905,"about_ca_system_score_gemma":0.00018612653,"threshold_uncertainty_score":0.004203379},"labels":[],"label_agreement":null},{"id":"W1499116703","doi":"10.1016/s0167-2991(00)80227-x","title":"Preparation and Characterization of Metal-Chalcogenide/MCM-41 Complexes","year":2000,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermogravimetric analysis; Chalcogenide; Materials science; Nanoporous; Powder diffraction; Nanocomposite; Diffraction; Copper; Telluride; Tellurium; Characterization (materials science); Metal; Nanotechnology; Chemical engineering; Crystallography; Chemistry; Organic chemistry; Metallurgy; Optics","score_opus":0.03311976903432939,"score_gpt":0.30943096113504676,"score_spread":0.27631119210071736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499116703","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":[0.983797,0.0024545842,0.0049788356,0.0001806417,0.00003389383,0.00013995045,0.0007165227,0.00013579581,0.0075627654],"genre_scores_gemma":[0.9852916,0.0008582124,0.0037600303,0.00006438963,0.000007427315,0.00005257965,0.0011390228,0.00008824518,0.008738485],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976176,0.000025318173,0.000018456165,0.000038549242,0.000114265895,0.000041562547],"domain_scores_gemma":[0.9998852,0.000028129823,0.000016721599,0.000026129519,0.000027560265,0.000016287531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002481468,0.00031541198,0.00034248587,0.00028374942,0.0003670846,0.00041524926,0.00053778925,0.00041013223,0.0017505],"category_scores_gemma":[0.0004562124,0.00021563914,0.00017891313,0.00037406353,0.000261509,0.00027490486,0.0002466591,0.00038491795,0.0005241797],"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":[0.00009293891,0.000021808948,0.00012994201,0.000094527444,0.00000988436,0.00006062312,0.000075330434,0.00023040255,0.9950782,0.00028573495,0.00021312472,0.0037075155],"study_design_scores_gemma":[0.0000050867015,0.000043916712,0.00056675676,0.000001971746,0.0000044711473,0.00007089323,0.000012301491,0.00023669237,0.99614125,0.000046710014,0.0028651813,0.0000047163066],"about_ca_topic_score_codex":0.0017194452,"about_ca_topic_score_gemma":0.002073136,"teacher_disagreement_score":0.0017505,"about_ca_system_score_codex":0.00068643177,"about_ca_system_score_gemma":0.00026432276,"threshold_uncertainty_score":0.0058559775},"labels":[],"label_agreement":null},{"id":"W1502972574","doi":"10.1016/s0167-2991(03)80445-7","title":"Acidic zeolite coated mesoporous aluminosilicates","year":2003,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Aluminosilicate; Zeolite; Mesoporous material; Materials science; Chemical engineering; Catalysis; Inorganic chemistry; Chemistry; Organic chemistry","score_opus":0.03481476515200299,"score_gpt":0.2881825047570073,"score_spread":0.2533677396050043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502972574","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":[0.9739846,0.0092961965,0.0035325324,0.0000843518,0.00011211454,0.00002129065,0.00012856435,0.000101783306,0.012738479],"genre_scores_gemma":[0.9757297,0.005181391,0.0016336943,0.000050973526,0.000039951356,0.000008092365,0.00021959191,0.000029299617,0.017107382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999397,0.000005223956,0.000004041799,0.000009859603,0.000029730692,0.000011533465],"domain_scores_gemma":[0.9999715,0.0000063059792,0.0000052455543,0.000005644035,0.000007136117,0.000004107294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008505945,0.00025359023,0.000205963,0.00020091794,0.00012501798,0.00028517243,0.0002259349,0.00017864174,0.0007013678],"category_scores_gemma":[0.000068508394,0.00017988507,0.00014976798,0.00017905819,0.000194318,0.00033394064,0.00019823939,0.00026960715,0.0002938916],"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":[0.000045944464,0.0000061886117,0.00003647983,0.000049789982,0.0000040700675,0.00003987927,0.000013625162,0.00011022786,0.99723345,0.000299715,0.000049505703,0.002111186],"study_design_scores_gemma":[0.000006880238,0.00012771346,0.0008890461,0.000005951636,0.000010159396,0.0001408568,0.000017744525,0.00034922425,0.9920483,0.00009895497,0.0062997015,0.0000054585444],"about_ca_topic_score_codex":0.00042962396,"about_ca_topic_score_gemma":0.0008541682,"teacher_disagreement_score":0.0007013678,"about_ca_system_score_codex":0.00016613887,"about_ca_system_score_gemma":0.00007472028,"threshold_uncertainty_score":0.0023463368},"labels":[],"label_agreement":null},{"id":"W1508367234","doi":"10.1016/s0167-2991(06)80468-4","title":"Kinetics of Propylene Bulk Polymerization with a Spherical Ziegler-Natta Catalyst","year":2006,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Polymerization; Natta; Materials science; Polymer; Kinetics; Monomer; Thermodynamics; Polymer chemistry; Bulk polymerization; Phase (matter); Ziegler–Natta catalyst; Chemistry; Radical polymerization; Composite material; Organic chemistry; Physics","score_opus":0.027824245230156797,"score_gpt":0.2614849742069632,"score_spread":0.2336607289768064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508367234","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":[0.9824532,0.0024507898,0.0065284874,0.00011067717,0.000042568565,0.000023921628,0.00028225663,0.00023465016,0.007873474],"genre_scores_gemma":[0.9922266,0.0008065832,0.0012260835,0.000014570192,0.0000072826892,0.0000091085285,0.00022088665,0.000042405783,0.005446384],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999081,0.0000056887275,0.0000032813898,0.000023796869,0.000034408047,0.000024611762],"domain_scores_gemma":[0.99995077,0.000027680586,0.000006155921,0.0000037543784,0.000006242031,0.00000542375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001440486,0.0002859339,0.00033899577,0.00017096584,0.00014884559,0.00036463473,0.00042776455,0.00021241797,0.0022560563],"category_scores_gemma":[0.00021413752,0.00022346493,0.00018576307,0.00014448784,0.00022964811,0.00053974224,0.0001425676,0.00045924395,0.00057836674],"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":[0.00039004226,0.0000701557,0.00033785906,0.00014829826,0.000020918264,0.00014682139,0.00013799735,0.0029826525,0.9823068,0.0028392489,0.000510798,0.010108348],"study_design_scores_gemma":[0.000021164506,0.00015181742,0.0010860031,0.0000049036435,0.000011174086,0.00007629348,0.000018819073,0.018557556,0.97734433,0.00032891755,0.0023861001,0.000012837913],"about_ca_topic_score_codex":0.0017765557,"about_ca_topic_score_gemma":0.0014324173,"teacher_disagreement_score":0.0022560563,"about_ca_system_score_codex":0.0005142863,"about_ca_system_score_gemma":0.00021723953,"threshold_uncertainty_score":0.007547319},"labels":[],"label_agreement":null},{"id":"W1517108360","doi":"10.1016/s0167-2991(03)80465-2","title":"New SO2 resistant mesoporous mixed oxide catalysts for methane oxidation","year":2003,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Calcination; Mesoporous material; Methane; Catalysis; Anaerobic oxidation of methane; Oxide; Materials science; Chemical engineering; Dispersion (optics); Inorganic chemistry; Chemistry; Metallurgy; Organic chemistry","score_opus":0.04004939067907769,"score_gpt":0.31073967546165443,"score_spread":0.27069028478257673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517108360","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":[0.89634484,0.045694552,0.019023243,0.0005478937,0.0006962001,0.0001004092,0.000543687,0.00090208,0.036147058],"genre_scores_gemma":[0.9400881,0.010668086,0.009149205,0.00017471905,0.00014065123,0.000036355435,0.0006213652,0.00014838371,0.038973164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999081,0.000004721841,0.0000055131727,0.0000111378495,0.00005528713,0.000015265245],"domain_scores_gemma":[0.99997306,0.000005926341,0.0000054084476,0.000004222407,0.0000057120014,0.000005660981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014102246,0.00036855874,0.0002915946,0.00036313714,0.0001698141,0.00046738374,0.00051527744,0.0003205879,0.0009281222],"category_scores_gemma":[0.000088770146,0.00027329818,0.00025219563,0.00020518721,0.00020075901,0.00065869646,0.00027278406,0.00045053323,0.000327918],"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":[0.000097524346,0.000040715582,0.00008377192,0.0001675142,0.000017471417,0.00009707357,0.00004566726,0.00025006334,0.9800715,0.0016258911,0.00063957664,0.016863158],"study_design_scores_gemma":[0.000018634297,0.00022916438,0.00096101116,0.00001143635,0.000029431725,0.00030954528,0.00003422838,0.0018755131,0.9626358,0.00055484095,0.03332738,0.000013143967],"about_ca_topic_score_codex":0.00033308595,"about_ca_topic_score_gemma":0.0013866395,"teacher_disagreement_score":0.0009281222,"about_ca_system_score_codex":0.00025264663,"about_ca_system_score_gemma":0.00009782123,"threshold_uncertainty_score":0.0031049252},"labels":[],"label_agreement":null},{"id":"W1535049036","doi":"10.1016/s0167-2991(04)80468-3","title":"In situ investigation of cumene synthesis over dealuminated zeolite catalysts by means of a tapered element oscillating microbalance","year":2004,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":2,"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":"Saskatoon City Hospital Foundation","keywords":"Cumene; Zeolite; Propene; Catalysis; Benzene; Chemistry; Oxalic acid; Inorganic chemistry; Adsorption; In situ; Organic chemistry","score_opus":0.019559852744306713,"score_gpt":0.2657176777815587,"score_spread":0.24615782503725198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535049036","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":[0.9882908,0.0018901238,0.0059057414,0.00007022279,0.000025910307,0.000021206428,0.00028179376,0.00008778486,0.003426367],"genre_scores_gemma":[0.9907788,0.0010122661,0.0037840186,0.000030978903,0.000015839294,0.0000170626,0.00024064686,0.000038734604,0.0040816884],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999018,0.000009346752,0.0000043906302,0.000028633402,0.000034494962,0.000021429278],"domain_scores_gemma":[0.9999033,0.000047121805,0.000019051535,0.000011529857,0.000011272999,0.000007597462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013932884,0.00022963673,0.000320738,0.00022912495,0.00023586489,0.00033196184,0.00048155285,0.0003316977,0.0011646908],"category_scores_gemma":[0.00012047823,0.00017366365,0.0002163158,0.00021862007,0.0003829083,0.000404924,0.00022053611,0.00045702895,0.00019809391],"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":[0.00005222221,0.000004353916,0.000041052514,0.000028153694,0.000002734529,0.000038197446,0.000021372312,0.000019264224,0.9991573,0.000055659853,0.000010893654,0.0005688421],"study_design_scores_gemma":[0.000002747491,0.00003046108,0.00064657925,0.0000011755799,0.0000043387236,0.00004340323,0.000014467447,0.00016894081,0.9987178,0.00001297555,0.00035501338,0.0000021812705],"about_ca_topic_score_codex":0.00082586595,"about_ca_topic_score_gemma":0.0013046918,"teacher_disagreement_score":0.0011646908,"about_ca_system_score_codex":0.00024535428,"about_ca_system_score_gemma":0.00012369262,"threshold_uncertainty_score":0.003896296},"labels":[],"label_agreement":null},{"id":"W1540299579","doi":"10.1016/s0167-2991(07)80863-9","title":"Monitoring the formation of AlPO4-11 molecular sieve by dry-gel conversion method","year":2007,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Molecular sieve; Crystallization; Raman spectroscopy; Solid-state; Spectroscopy; Chemistry; Solid-state nuclear magnetic resonance; Nuclear magnetic resonance spectroscopy; Diffraction; Materials science; Analytical Chemistry (journal); Crystallography; Chromatography; Catalysis; Physical chemistry; Organic chemistry; Nuclear magnetic resonance; Optics","score_opus":0.04152496291079632,"score_gpt":0.3209671032096977,"score_spread":0.27944214029890135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540299579","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":[0.9582764,0.0028497186,0.030464137,0.00015351285,0.00008587541,0.00006952485,0.0010138683,0.00064941985,0.006437469],"genre_scores_gemma":[0.95628154,0.0028790177,0.023412742,0.000094943054,0.000019066767,0.00009281369,0.0011930995,0.00007943926,0.015947329],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997123,0.000026806,0.000018678853,0.00006626265,0.00014473176,0.00003126735],"domain_scores_gemma":[0.99988747,0.00003359375,0.000030018338,0.000010875571,0.00003063817,0.00000742588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020621197,0.00037710133,0.00024189589,0.0004776182,0.00015250403,0.00026444552,0.00056428707,0.0004690469,0.0013496733],"category_scores_gemma":[0.00024713436,0.00024298647,0.00028800667,0.00035452656,0.00015996669,0.00038864993,0.0002248338,0.0006187426,0.00054612523],"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":[0.000078438316,0.000024900834,0.0004757334,0.000081713515,0.000016106575,0.000054855936,0.000036299873,0.00008987476,0.9935128,0.00008421143,0.00015635962,0.005388779],"study_design_scores_gemma":[0.0000018261911,0.000051432286,0.00091168995,0.0000024420644,0.000010778995,0.00006567664,0.000013772245,0.00056231255,0.9975138,0.0000131331735,0.0008491671,0.000003924678],"about_ca_topic_score_codex":0.00038059647,"about_ca_topic_score_gemma":0.0007664637,"teacher_disagreement_score":0.0013496733,"about_ca_system_score_codex":0.0001756114,"about_ca_system_score_gemma":0.00011060348,"threshold_uncertainty_score":0.004515171},"labels":[],"label_agreement":null},{"id":"W154474477","doi":"10.1016/s0167-2991(08)80200-5","title":"Hydrothermally stable onion-like mesoporous silica","year":2008,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","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":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada","keywords":"Mesoporous silica; Mesoporous material; Chemistry; Materials science; Organic chemistry; Catalysis","score_opus":0.03224815116276741,"score_gpt":0.2743498279158341,"score_spread":0.2421016767530667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W154474477","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":[0.9525562,0.010610723,0.0056687156,0.00017929885,0.00026642022,0.000043593478,0.0004593893,0.00020556517,0.030010076],"genre_scores_gemma":[0.9729399,0.003956411,0.0027506724,0.00009663944,0.00004733786,0.000014282403,0.0005403288,0.00005210861,0.019602312],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999517,0.000002256959,0.0000028501863,0.000012130695,0.00001780767,0.000013304324],"domain_scores_gemma":[0.9999782,0.0000039062515,0.000004391368,0.0000044993235,0.0000044803724,0.000004473963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009013588,0.00025961304,0.00015909718,0.00012892595,0.00009108606,0.00028547682,0.00022833659,0.00018411994,0.0007123917],"category_scores_gemma":[0.00007424193,0.00013116255,0.00017430501,0.00012599418,0.00021061841,0.0005298975,0.00023196868,0.0003208181,0.00034274437],"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":[0.000029316709,0.000009595108,0.000042137384,0.000080224316,0.0000061328856,0.000046151265,0.000028305001,0.00008022424,0.9958651,0.0005894627,0.00014295912,0.0030802626],"study_design_scores_gemma":[0.0000067398832,0.00012818973,0.0010569101,0.000007654453,0.000011252229,0.00014646766,0.000020908665,0.00028423002,0.9856698,0.0002390409,0.012419808,0.000009019812],"about_ca_topic_score_codex":0.00047661763,"about_ca_topic_score_gemma":0.0010574255,"teacher_disagreement_score":0.0007123917,"about_ca_system_score_codex":0.0002835174,"about_ca_system_score_gemma":0.000111143636,"threshold_uncertainty_score":0.0023831725},"labels":[],"label_agreement":null},{"id":"W1544786862","doi":"10.1016/s0167-2991(05)80254-x","title":"SBA-15 templated-ordered mesoporous carbon: effect of SBA-15 microporosity","year":2005,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Canada Research Chairs","keywords":"Furfuryl alcohol; Mesoporous material; Chemical engineering; Mesoporous silica; Adsorption; Carbon fibers; Materials science; Template; Morphology (biology); Nitrogen; Nuclear chemistry; Chemistry; Catalysis; Nanotechnology; Organic chemistry; Composite number; Composite material","score_opus":0.018747054655606197,"score_gpt":0.28024587624753966,"score_spread":0.26149882159193344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544786862","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":[0.9880555,0.005929618,0.0017672369,0.00005737758,0.00010384022,0.00003181087,0.00038978166,0.00024942754,0.0034154358],"genre_scores_gemma":[0.9954106,0.0013057946,0.0015297291,0.000020074973,0.000009124191,0.0000067510678,0.00020849987,0.000023587172,0.0014857345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987316,0.00000753127,0.000009808755,0.00003177121,0.00004732823,0.000030395857],"domain_scores_gemma":[0.99990785,0.000030293944,0.000013752526,0.000008211985,0.00001562313,0.000024364537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015950564,0.00033361575,0.00035982445,0.00018685238,0.00023921404,0.000401602,0.0003694438,0.00041584583,0.0008852387],"category_scores_gemma":[0.00016738646,0.00020220193,0.000293935,0.00029795163,0.00021945524,0.00033069108,0.00012353326,0.00040154284,0.00030318086],"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":[0.00014795418,0.00002852083,0.000047655205,0.000063542604,0.0000073448587,0.000027694765,0.000009921799,0.00015169047,0.9976029,0.00008954656,0.000056354234,0.0017669334],"study_design_scores_gemma":[0.0000038971943,0.00009609882,0.00037575638,0.0000019226793,0.00000550667,0.000025669266,0.0000049686314,0.00044094975,0.9985763,0.000012452933,0.00045162183,0.000004945542],"about_ca_topic_score_codex":0.003929029,"about_ca_topic_score_gemma":0.0076525845,"teacher_disagreement_score":0.003929029,"about_ca_system_score_codex":0.00054743234,"about_ca_system_score_gemma":0.00033988146,"threshold_uncertainty_score":0.007812321},"labels":[],"label_agreement":null},{"id":"W1549976056","doi":"10.1016/s0167-2991(05)80300-3","title":"A high capacity, water tolerant adsorbent for CO2: diethanolamine supported on pore-expanded MCM-41","year":2005,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":19,"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":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada","keywords":"Diethanolamine; Adsorption; Chemical engineering; Environmental science; Chemistry; Engineering; Organic chemistry","score_opus":0.03229471770432455,"score_gpt":0.2583484501292841,"score_spread":0.22605373242495955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549976056","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":[0.96637225,0.008904433,0.01212093,0.0004009709,0.00022012666,0.00009849631,0.0004130145,0.00047968997,0.010990055],"genre_scores_gemma":[0.9610243,0.0036025038,0.009464817,0.00018220049,0.000037582486,0.000049457958,0.00059053476,0.00009522077,0.024953477],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991417,0.000004672942,0.0000041580474,0.000017017197,0.000039179267,0.000020798827],"domain_scores_gemma":[0.9999721,0.0000050319804,0.0000035943465,0.000004760841,0.0000071911854,0.000007343096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012000653,0.00042694228,0.0002824323,0.00037343215,0.00031017937,0.0003240096,0.00061579014,0.00046418453,0.0005988208],"category_scores_gemma":[0.00008653504,0.00023163475,0.00028786503,0.000289224,0.00019583017,0.0004895915,0.0002967485,0.00044497402,0.00035056373],"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":[0.000032917735,0.000029760342,0.000038692287,0.00012402509,0.000006955627,0.000064704145,0.000026897947,0.00011287692,0.9939169,0.00028592482,0.00023808332,0.0051221843],"study_design_scores_gemma":[0.000004556554,0.00010613028,0.00042851694,0.000004444427,0.000009669417,0.000109338835,0.000009917712,0.00062513084,0.9928584,0.00005943969,0.005775709,0.00000881812],"about_ca_topic_score_codex":0.0011636058,"about_ca_topic_score_gemma":0.0029700284,"teacher_disagreement_score":0.0011636058,"about_ca_system_score_codex":0.0004238801,"about_ca_system_score_gemma":0.000198343,"threshold_uncertainty_score":0.0030754805},"labels":[],"label_agreement":null},{"id":"W1551436598","doi":"10.1016/s0167-2991(04)80152-6","title":"Chapter 11 Using nitrate to control microbially-produced hydrogen sulfide in oil field waters","year":2004,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nitrate; Hydrogen sulfide; Sulfide; Oil field; Sulfate-reducing bacteria; Environmental chemistry; Petroleum; Nitrite; Sulfate; Chemistry; Environmental science; Pulp and paper industry; Sulfur; Geology; Petroleum engineering; Engineering; Organic chemistry","score_opus":0.026201651019625193,"score_gpt":0.24520408692414428,"score_spread":0.2190024359045191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551436598","genre_codex":"other","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":[0.04473602,0.15526608,0.05361438,0.0047430783,0.010981039,0.00066787953,0.0019273041,0.0013818172,0.7266824],"genre_scores_gemma":[0.030392058,0.06076973,0.009356645,0.0007919429,0.00036821057,0.00013867387,0.0006216944,0.0002045618,0.8973565],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999329,0.000003415726,0.000002920979,0.000018199293,0.00003358086,0.000008950452],"domain_scores_gemma":[0.9999846,0.000003237852,0.000001426578,0.0000014948171,0.0000066184657,0.0000025865959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006139047,0.00056267425,0.00033592113,0.00028547464,0.00046631947,0.0006514529,0.00045278284,0.00051999657,0.018013535],"category_scores_gemma":[0.000057061156,0.00025754143,0.00040897695,0.000374328,0.00018574431,0.00048239547,0.00033855555,0.0007201796,0.0050530033],"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":[0.0001923349,0.0005852744,0.0002162058,0.0021191,0.000038276765,0.00041320265,0.0004943255,0.003899071,0.28385973,0.02076044,0.17454526,0.5128768],"study_design_scores_gemma":[0.000013693105,0.00016279082,0.0005066435,0.00014050868,0.000022773718,0.0002436405,0.0000721176,0.0006145346,0.11421189,0.0036201586,0.8803735,0.000017765646],"about_ca_topic_score_codex":0.0030487175,"about_ca_topic_score_gemma":0.0074307816,"teacher_disagreement_score":0.018013535,"about_ca_system_score_codex":0.00092111493,"about_ca_system_score_gemma":0.000668486,"threshold_uncertainty_score":0.06026131},"labels":[],"label_agreement":null},{"id":"W1551873291","doi":"10.1016/s0167-2991(02)80021-0","title":"An investigation of the intermediate gel phases of AIPO4-11 synthesis by solid-state NMR spectroscopy","year":2002,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Advanced NMR Techniques and Applications","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Magic angle spinning; Solid-state nuclear magnetic resonance; Nuclear magnetic resonance spectroscopy; Magic angle; Molecular sieve; Spinning; Solid-state; Materials science; Spectroscopy; Crystallography; Physical chemistry; Chemistry; Nuclear magnetic resonance; Stereochemistry; Physics; Polymer chemistry; Adsorption","score_opus":0.026169065759115706,"score_gpt":0.3181062850379093,"score_spread":0.29193721927879357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551873291","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":[0.9541553,0.0047239535,0.009479187,0.00020761749,0.00005057915,0.00004929834,0.00030511772,0.00014689146,0.030882038],"genre_scores_gemma":[0.9773605,0.0021957739,0.008475411,0.00005207798,0.000018808962,0.000033194327,0.00040608784,0.000047323843,0.011410955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999584,0.000006784402,0.0000019035448,0.000008358705,0.000014010323,0.000010460733],"domain_scores_gemma":[0.9999442,0.00002964733,0.000007834632,0.0000055944142,0.000007781814,0.000004955114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009024432,0.00016635493,0.000110971756,0.00024366159,0.00026897783,0.00027695604,0.0002575871,0.00017804062,0.001903474],"category_scores_gemma":[0.00015385303,0.000140058,0.00012892584,0.00016783956,0.00033089195,0.0004957235,0.0001737594,0.00046556172,0.00023791457],"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":[0.00012213222,0.000034485685,0.00017429168,0.00014175584,0.000005452407,0.00013150707,0.000055663317,0.00017244389,0.99155784,0.0015267379,0.00012560454,0.005952095],"study_design_scores_gemma":[0.000004850342,0.00008265906,0.00089346315,0.000003980581,0.0000066921693,0.00010762221,0.00004097848,0.0004715241,0.9952253,0.0004290654,0.0027296396,0.000004214653],"about_ca_topic_score_codex":0.0005463473,"about_ca_topic_score_gemma":0.0006000063,"teacher_disagreement_score":0.001903474,"about_ca_system_score_codex":0.0001785372,"about_ca_system_score_gemma":0.00015677429,"threshold_uncertainty_score":0.006367743},"labels":[],"label_agreement":null},{"id":"W1553608608","doi":"10.1016/s0167-2991(08)80259-5","title":"Adsorption and diffusion characterization of mesoporous Al-MCM-48 as a potential catalyst support","year":2008,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Adsorption; Mesoporous material; MCM-41; Gravimetric analysis; Zeolite; Catalysis; Chemistry; Diffusion; Chemical engineering; Aluminium; Molecular sieve; Molecule; Inorganic chemistry; Organic chemistry; Thermodynamics","score_opus":0.014720234536072203,"score_gpt":0.244571975361191,"score_spread":0.22985174082511878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553608608","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":[0.9959239,0.0010301826,0.001027014,0.000049580456,0.000014146272,0.000011109351,0.00042093743,0.00004537383,0.0014777948],"genre_scores_gemma":[0.99565387,0.00040039106,0.0010377844,0.000013239954,0.0000057643606,0.000009062068,0.0003343096,0.00001074243,0.0025347485],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998951,0.0000059153485,0.0000073948413,0.000022504706,0.000044311626,0.000024694767],"domain_scores_gemma":[0.99994195,0.00002075312,0.0000080201235,0.000009395899,0.000012776618,0.0000071889044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001258975,0.00022983694,0.00029243316,0.00029119707,0.00022428375,0.00022808918,0.00039064948,0.00038519435,0.0011552304],"category_scores_gemma":[0.0002143189,0.00012986429,0.00026983934,0.00021407627,0.0001579112,0.00026109122,0.00012990776,0.00024447372,0.0004026915],"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":[0.000090266345,0.000017514421,0.0001946652,0.00003369846,0.0000036586853,0.000021777705,0.000014778471,0.00011239325,0.9977216,0.000047406433,0.00004563081,0.0016964603],"study_design_scores_gemma":[0.0000043881237,0.00008698364,0.0024182568,0.0000019194351,0.000006433598,0.00004023289,0.000014553195,0.0012561842,0.9955004,0.000025367599,0.0006405552,0.000004683208],"about_ca_topic_score_codex":0.0027402446,"about_ca_topic_score_gemma":0.0029412336,"teacher_disagreement_score":0.0027402446,"about_ca_system_score_codex":0.00035985652,"about_ca_system_score_gemma":0.0001489262,"threshold_uncertainty_score":0.0054486394},"labels":[],"label_agreement":null},{"id":"W1554286057","doi":"10.1016/s0167-2991(00)80342-0","title":"Mechanism of silation of alumina and silica with hexamethyldisilazane","year":2000,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Silylation; Ammonia; Methane; Reaction mechanism; Protonation; Inorganic chemistry; Hexamethyldisiloxane; Nitrogen; Polymer chemistry; Organic chemistry; Catalysis","score_opus":0.028340673320385312,"score_gpt":0.2605701896102999,"score_spread":0.23222951628991456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554286057","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":[0.9371339,0.009263143,0.014984097,0.00058818836,0.0004754816,0.00023271408,0.00029674088,0.00029202196,0.036733758],"genre_scores_gemma":[0.9797381,0.0030033852,0.0021663425,0.00009599262,0.000036386737,0.00004998241,0.00011893524,0.000013131758,0.014777563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999176,0.000008569185,0.0000034656202,0.000015873706,0.000023397344,0.00003111515],"domain_scores_gemma":[0.99996066,0.000014362819,0.0000085348265,0.0000042857027,0.0000053556014,0.0000068001646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001529956,0.00044025888,0.00023300918,0.00028364448,0.0002976927,0.00023315052,0.00079086656,0.00033360525,0.0035456477],"category_scores_gemma":[0.00011204184,0.0002204081,0.00040794627,0.00008222126,0.0003192891,0.0005888495,0.0003483453,0.00037847768,0.00075892167],"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":[0.00032981706,0.000108482636,0.00056193647,0.00070182,0.00007509988,0.00117395,0.0002844017,0.00096209324,0.96397257,0.015931863,0.001319043,0.0145789515],"study_design_scores_gemma":[0.000025430241,0.0003042123,0.0010742012,0.0000126316,0.00002271267,0.0007872334,0.00007235909,0.0017232302,0.9869136,0.001658272,0.007388613,0.00001742534],"about_ca_topic_score_codex":0.00045367065,"about_ca_topic_score_gemma":0.00055909134,"teacher_disagreement_score":0.0035456477,"about_ca_system_score_codex":0.0003236774,"about_ca_system_score_gemma":0.00019860681,"threshold_uncertainty_score":0.011861324},"labels":[],"label_agreement":null},{"id":"W1558331822","doi":"10.1016/s0167-2991(03)80457-3","title":"Oxidation of methyl-propyl-thioether with hydrogen peroxide using Ti-SBA-15 as catalyst","year":2003,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Thioether; Hydrogen peroxide; Catalysis; Chemistry; Peroxide; Methyl oleate; Organic chemistry","score_opus":0.046442480973223274,"score_gpt":0.3167941320592328,"score_spread":0.2703516510860095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558331822","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":[0.97909606,0.0057698637,0.0054071634,0.00013470968,0.00014116269,0.00003561586,0.00009359292,0.00011174568,0.009210166],"genre_scores_gemma":[0.9837706,0.002594869,0.0023490859,0.000028500743,0.000011589575,0.000015500476,0.00017480913,0.000021557256,0.011033531],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999114,0.0000060565226,0.000006184264,0.000017074974,0.0000335763,0.00002557802],"domain_scores_gemma":[0.99997735,0.00000596938,0.000005281727,0.0000041786325,0.0000038615162,0.000003451028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017765466,0.0003998181,0.00031338332,0.00019509473,0.00013347206,0.0002989068,0.0004768735,0.00028621565,0.0009377764],"category_scores_gemma":[0.00008181386,0.00023914882,0.00036459963,0.00021507693,0.00023567988,0.00054562755,0.00023973074,0.0004899818,0.00035701145],"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":[0.00011995043,0.000035709174,0.000105124,0.000111183224,0.000013414831,0.000130126,0.0000704116,0.00009817669,0.9907741,0.0007704107,0.000110974746,0.0076603326],"study_design_scores_gemma":[0.0000059137365,0.00018972972,0.0002774045,0.0000033774018,0.000009406631,0.000095716874,0.000016443142,0.00020487401,0.9969416,0.00014008857,0.0021122238,0.0000031124557],"about_ca_topic_score_codex":0.000574232,"about_ca_topic_score_gemma":0.0009017594,"teacher_disagreement_score":0.0009377764,"about_ca_system_score_codex":0.00028893736,"about_ca_system_score_gemma":0.00022378755,"threshold_uncertainty_score":0.0031372309},"labels":[],"label_agreement":null},{"id":"W1558391310","doi":"10.1016/s0167-2991(04)80301-x","title":"Replacement of Methane Hydrate by Carbon Dioxide: 13C NMR Study for Studying a Limit to the Degree of Substitution","year":2004,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Steacie Institute for Molecular Sciences","funders":"","keywords":"Methane; Hydrate; Degree (music); Substitution (logic); Carbon dioxide; Carbon-13 NMR; Chemistry; Limit (mathematics); Clathrate hydrate; Stereochemistry; Organic chemistry; Physics; Mathematics; Computer science","score_opus":0.062161307216378206,"score_gpt":0.2885244203434462,"score_spread":0.22636311312706803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558391310","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":[0.9704351,0.008470146,0.0067848824,0.0004979473,0.00009452754,0.000026504671,0.00042676623,0.00012834808,0.013135732],"genre_scores_gemma":[0.97942287,0.0046066376,0.0073770443,0.0001001168,0.00003276053,0.000025574584,0.0006025575,0.00006625159,0.0077662026],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993575,0.000008834467,0.0000024605765,0.00001530298,0.00002218218,0.000015411359],"domain_scores_gemma":[0.9999504,0.000019779114,0.0000064192805,0.0000081901535,0.000008577626,0.0000065675126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014931681,0.00023129642,0.00024165247,0.00017639226,0.0002707369,0.00021728799,0.0005948095,0.00045602696,0.0012304367],"category_scores_gemma":[0.0001624561,0.00015858616,0.00011060918,0.00035978775,0.0004408031,0.00042098152,0.00017040972,0.00039017346,0.00024923278],"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":[0.00023953381,0.000028126751,0.00016274425,0.00010306683,0.0000062821778,0.00016056668,0.00006463526,0.0003153246,0.9926807,0.0011800983,0.00044792355,0.004610959],"study_design_scores_gemma":[0.000013401746,0.00022070526,0.0014060014,0.000008265447,0.000015184025,0.00026311202,0.000061091094,0.0019552375,0.9883343,0.00030669928,0.007399295,0.000016562826],"about_ca_topic_score_codex":0.002240753,"about_ca_topic_score_gemma":0.001775318,"teacher_disagreement_score":0.002240753,"about_ca_system_score_codex":0.00029436042,"about_ca_system_score_gemma":0.00016535104,"threshold_uncertainty_score":0.004455447},"labels":[],"label_agreement":null},{"id":"W1573831444","doi":"10.1016/s0167-2991(00)80989-1","title":"Egg-shell catalyst for the synthesis of middle distillates","year":2000,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Eggshell; Catalysis; Crystallite; Chemical engineering; Selectivity; Metal; Hydrocarbon; Materials science; Distillation; Chemistry; Metallurgy; Organic chemistry; Ecology","score_opus":0.0413168695367767,"score_gpt":0.2887268736689291,"score_spread":0.24741000413215236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573831444","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":[0.5333794,0.102386,0.18030511,0.0018984845,0.0013679957,0.00028300448,0.0008535448,0.0017715713,0.17775501],"genre_scores_gemma":[0.7517198,0.039608914,0.04796937,0.00034000824,0.00014126489,0.00009172954,0.000797352,0.0007499535,0.15858164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998907,0.0000062727217,0.0000062504773,0.000023429224,0.000057246594,0.000016183478],"domain_scores_gemma":[0.99995184,0.000019872961,0.0000046482983,0.0000064987566,0.00000956693,0.000007640235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018179162,0.00040833047,0.00035230778,0.00039123683,0.00020706907,0.00043879304,0.00061918976,0.0003630302,0.0026378627],"category_scores_gemma":[0.00020802129,0.00025293345,0.00020860863,0.0003663347,0.00025641537,0.0012500677,0.00052852044,0.0011635493,0.0017480414],"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":[0.00023636296,0.00015693328,0.00014260758,0.00088541536,0.00004583049,0.0004472592,0.00026347052,0.0015004291,0.8335063,0.027020428,0.004646446,0.1311485],"study_design_scores_gemma":[0.000015676867,0.00009337899,0.00021044385,0.00003471878,0.000019246905,0.00026025283,0.000023060607,0.002509663,0.93010527,0.0019188707,0.06479344,0.000015984848],"about_ca_topic_score_codex":0.0005407195,"about_ca_topic_score_gemma":0.0010847047,"teacher_disagreement_score":0.0026378627,"about_ca_system_score_codex":0.00027907203,"about_ca_system_score_gemma":0.00022014849,"threshold_uncertainty_score":0.008824527},"labels":[],"label_agreement":null},{"id":"W1576720318","doi":"10.1016/s0167-2991(05)80309-x","title":"The recovery of rhodium ions at ultra-low concentrations using nanostructured adsorbents","year":2005,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Rhodium; Adsorption; Selectivity; Effluent; Chemistry; Electrochemistry; Ion; Transition metal; Inorganic chemistry; Extraction (chemistry); Kinetics; Refining (metallurgy); Chemical engineering; Catalysis; Chromatography; Environmental science; Organic chemistry; Electrode; Environmental engineering; Physical chemistry","score_opus":0.03011871079068712,"score_gpt":0.29295686069224647,"score_spread":0.26283814990155935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576720318","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":[0.7360952,0.08065629,0.119427375,0.0019953656,0.0007105074,0.00017519033,0.0003664938,0.00096154475,0.059612017],"genre_scores_gemma":[0.8237406,0.028748106,0.04387429,0.0006307128,0.0001632894,0.000079251666,0.00054386497,0.00029428076,0.101925455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998635,0.000009947989,0.00000886864,0.000030263496,0.00006774827,0.000019759786],"domain_scores_gemma":[0.99993706,0.000024500698,0.0000055733235,0.0000121727935,0.00001728775,0.0000033791089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022857684,0.0004397157,0.00052182574,0.0002218464,0.00017027945,0.00060047256,0.00058746577,0.00053273456,0.00073221023],"category_scores_gemma":[0.00020643073,0.0003485828,0.00043152247,0.000261898,0.00034778318,0.00094220246,0.00037684635,0.0009788433,0.0010133929],"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":[0.000033568795,0.000029360253,0.000036436704,0.00019831209,0.000007604798,0.000057593017,0.00004843689,0.0002632096,0.9790086,0.0010967632,0.00033914938,0.01888099],"study_design_scores_gemma":[0.0000025235736,0.000054373813,0.00011933326,0.0000072814587,0.0000073388615,0.00008204526,0.0000074771015,0.00059882004,0.99207026,0.00018487632,0.0068596867,0.0000060345033],"about_ca_topic_score_codex":0.00049747963,"about_ca_topic_score_gemma":0.0008704628,"teacher_disagreement_score":0.00073221023,"about_ca_system_score_codex":0.00047102934,"about_ca_system_score_gemma":0.00015783159,"threshold_uncertainty_score":0.0034175515},"labels":[],"label_agreement":null},{"id":"W1585761372","doi":"10.1016/s0167-2991(00)80295-5","title":"Silica-CTAB-Water Phase Diagram at 150 °C: Predicting Phase Structure by Artificial Neural Network","year":2000,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Mesophase; Lamellar structure; Phase diagram; Phase (matter); Polar; Chemical engineering; Hexagonal crystal system; Materials science; Chemistry; Mineralogy; Crystallography; Organic chemistry","score_opus":0.02483691525382475,"score_gpt":0.2985625631464959,"score_spread":0.2737256478926711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585761372","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":[0.8305902,0.0025524108,0.15435266,0.00018265289,0.000061045605,0.000067213725,0.002646896,0.0014170671,0.008129721],"genre_scores_gemma":[0.888638,0.0011576805,0.100934446,0.000025359093,0.000007888274,0.000042939846,0.001289668,0.00009692233,0.007807137],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999987,0.0000010621835,7.927637e-7,0.0000040983855,0.0000056084946,0.0000013897337],"domain_scores_gemma":[0.99997056,0.000015934975,0.0000025753013,0.0000014753748,0.000007943267,0.0000014245867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005989284,0.00022894242,0.00013422802,0.00021902796,0.00008831993,0.00013030104,0.00022130179,0.00023543082,0.0010923283],"category_scores_gemma":[0.00013080022,0.00015139925,0.000118390824,0.00031486363,0.00007809926,0.00028232462,0.00007943185,0.0001865985,0.00028029594],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040448445,0.00011376321,0.004820452,0.00035580786,0.000038207574,0.0001274039,0.00009401111,0.15778618,0.6476287,0.0023656094,0.0023602385,0.18390515],"study_design_scores_gemma":[0.000008170552,0.000058326434,0.005087902,0.000008746784,0.000018265067,0.000050144343,0.000025380357,0.7452401,0.2467311,0.0008783288,0.0018795085,0.000014011808],"about_ca_topic_score_codex":0.004911769,"about_ca_topic_score_gemma":0.008842669,"teacher_disagreement_score":0.004911769,"about_ca_system_score_codex":0.00020224434,"about_ca_system_score_gemma":0.0001621472,"threshold_uncertainty_score":0.0097664},"labels":[],"label_agreement":null},{"id":"W1591422963","doi":"10.1016/s0167-2991(05)80227-7","title":"Isolation, characterization and modification of clay solids from oil sand wastes","year":2005,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Institut National Du Cancer; Syncrude","keywords":"Tailings; Coke; Characterization (materials science); Fly ash; Oil sands; X-ray photoelectron spectroscopy; Fractionation; Materials science; Chemical engineering; Mineralogy; Chemistry; Metallurgy; Asphalt; Composite material; Nanotechnology; Organic chemistry; Engineering","score_opus":0.0331855445730251,"score_gpt":0.2824447149963333,"score_spread":0.2492591704233082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591422963","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":[0.9576193,0.0086002955,0.02212918,0.00020257954,0.00006161757,0.00005570985,0.00028629223,0.00014026549,0.010904725],"genre_scores_gemma":[0.9444714,0.00822424,0.010101095,0.00009321654,0.000022584794,0.00002980164,0.00072180177,0.00008732648,0.036248505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990296,0.000006141214,0.0000056648073,0.000015528614,0.000054705306,0.000014980194],"domain_scores_gemma":[0.99995065,0.000017375176,0.000007354418,0.000007808813,0.000011283836,0.000005468681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009254203,0.0002983857,0.00023895259,0.00036792172,0.00018470002,0.00040792936,0.00024403962,0.00021732195,0.0005222281],"category_scores_gemma":[0.00016154302,0.00017757049,0.00019203515,0.00036559682,0.0003275421,0.00037841595,0.00019485531,0.000431505,0.0003860531],"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":[0.00004328951,0.000023677865,0.00020772287,0.000071758564,0.0000037427753,0.00008066094,0.000051595533,0.0002866778,0.9834273,0.00019784342,0.000093137154,0.0155126555],"study_design_scores_gemma":[0.0000013318231,0.000035553596,0.0008644758,0.0000033753838,0.0000032206601,0.00011775648,0.000022162469,0.00021480408,0.9956469,0.000083985586,0.0030039502,0.0000025674062],"about_ca_topic_score_codex":0.001141139,"about_ca_topic_score_gemma":0.0020531914,"teacher_disagreement_score":0.001141139,"about_ca_system_score_codex":0.00024172573,"about_ca_system_score_gemma":0.00020407059,"threshold_uncertainty_score":0.00226897},"labels":[],"label_agreement":null},{"id":"W1591994152","doi":"10.1016/s0167-2991(05)80448-3","title":"An investigation of toluene adsorbed in zeolite Na-Y by solid-state NMR spectroscopy","year":2005,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Advanced NMR Techniques and Applications","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Zeolite; Toluene; Adsorption; Solid-state nuclear magnetic resonance; Solid-state; Spectroscopy; Nuclear magnetic resonance spectroscopy; Physical chemistry; Materials science; Chemistry; Nuclear magnetic resonance; Organic chemistry; Catalysis; Physics","score_opus":0.021363916234154838,"score_gpt":0.3313549608661223,"score_spread":0.30999104463196747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591994152","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":[0.99142975,0.0024414926,0.0026171806,0.00009937639,0.00002516888,0.0000143278085,0.00014052152,0.000027060216,0.0032051068],"genre_scores_gemma":[0.992964,0.0014766137,0.0010730025,0.000025783525,0.000009762459,0.0000048913394,0.00017776013,0.00000722638,0.0042608744],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992836,0.000009644774,0.0000029790594,0.000008692461,0.00003113074,0.000019158326],"domain_scores_gemma":[0.9999641,0.00001717845,0.000004407064,0.0000026274304,0.0000072512203,0.0000043353307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010173863,0.00016271888,0.00018082264,0.00012477038,0.00034168473,0.00026960275,0.0002960034,0.00025383505,0.0008571845],"category_scores_gemma":[0.00013841857,0.0001110773,0.00018534958,0.00018771454,0.00030062525,0.00030961918,0.00014067716,0.00024995502,0.00017596138],"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":[0.00013712532,0.000017134626,0.00033307678,0.000074008974,0.000007693284,0.00012928116,0.000051054336,0.00011567168,0.99715626,0.00025872077,0.00005972575,0.0016601399],"study_design_scores_gemma":[0.000008722988,0.00018150065,0.0047079376,0.000005309725,0.000011775322,0.00014524028,0.00015728049,0.0013926103,0.99161154,0.00008880553,0.0016796669,0.000009549232],"about_ca_topic_score_codex":0.006534152,"about_ca_topic_score_gemma":0.0058598774,"teacher_disagreement_score":0.006534152,"about_ca_system_score_codex":0.00029411275,"about_ca_system_score_gemma":0.00016167232,"threshold_uncertainty_score":0.012992263},"labels":[],"label_agreement":null},{"id":"W1602917152","doi":"10.1016/s0167-2991(04)80666-9","title":"Characterization of AiPO- and SAPO-based mesostructured materials by solid-state NMR","year":2004,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Advanced NMR Techniques and Applications","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Heteronuclear molecule; Solid-state nuclear magnetic resonance; Resonance (particle physics); Characterization (materials science); Dipole; Nuclear magnetic resonance; Chemistry; Solid-state; Magnetic dipole–dipole interaction; Materials science; Crystallography; Nuclear magnetic resonance spectroscopy; Physical chemistry; Stereochemistry; Nanotechnology; Organic chemistry; Physics; Atomic physics","score_opus":0.0159551209631002,"score_gpt":0.2982010761632131,"score_spread":0.2822459552001129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602917152","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":[0.98900294,0.0009143135,0.0052071176,0.00005860128,0.00001934711,0.000029477958,0.0007552451,0.000093136194,0.0039199074],"genre_scores_gemma":[0.9890533,0.0005369394,0.0068078386,0.000025669196,0.0000070507535,0.000024716684,0.0010092176,0.000042506934,0.00249277],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993217,0.0000048042525,0.000004334588,0.000011953182,0.000036427366,0.000010258841],"domain_scores_gemma":[0.9999013,0.000033072567,0.000013743796,0.000016669452,0.00002135195,0.000013960762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000906503,0.00014615509,0.00013701989,0.00019537417,0.00016065808,0.00028125456,0.00019549027,0.00019159474,0.0008049246],"category_scores_gemma":[0.00021862632,0.00013803897,0.000107877015,0.00019864504,0.00018572058,0.00025967692,0.00010358766,0.0003665015,0.0002841008],"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":[0.000019431247,0.000003733287,0.000055436936,0.000014402612,0.0000010842385,0.000019622177,0.0000065909285,0.000048327187,0.9990268,0.000045437308,0.000018810111,0.00074038113],"study_design_scores_gemma":[0.0000024425356,0.000036074638,0.0016904233,0.0000017991243,0.0000034738712,0.00010319952,0.00001574305,0.0006683551,0.9967514,0.000052358508,0.0006722712,0.0000024385765],"about_ca_topic_score_codex":0.0002396165,"about_ca_topic_score_gemma":0.00044261236,"teacher_disagreement_score":0.0008049246,"about_ca_system_score_codex":0.00011290466,"about_ca_system_score_gemma":0.000106587206,"threshold_uncertainty_score":0.002692759},"labels":[],"label_agreement":null},{"id":"W1627818346","doi":"10.1016/s0167-2991(04)80146-0","title":"Chapter 5 Whole-cell bio-processing of aromatic compounds in crude oil and fuels","year":2004,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heteroatom; Bioprocess; Refining (metallurgy); Aromaticity; Chemistry; Crude oil; Biochemical engineering; Organic chemistry; Ring (chemistry); Pulp and paper industry; Petroleum engineering; Chemical engineering; Engineering; Molecule","score_opus":0.023100339448645466,"score_gpt":0.2534904435139284,"score_spread":0.23039010406528293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1627818346","genre_codex":"other","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":[0.019987058,0.30011487,0.046460144,0.0018900351,0.009253386,0.00043621552,0.0020939803,0.0011449603,0.61861926],"genre_scores_gemma":[0.020012671,0.118195444,0.014078124,0.00069934013,0.00060213194,0.00014004762,0.0016303662,0.00023853955,0.84440327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999238,0.0000029036937,0.0000031917612,0.000016973809,0.00004278829,0.000010235243],"domain_scores_gemma":[0.99997747,0.0000049912296,0.0000017278254,0.0000025584477,0.0000095366595,0.000003758502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000662386,0.0007866046,0.0005678745,0.0006014987,0.00041707553,0.0011257955,0.0005972699,0.00056930335,0.031081222],"category_scores_gemma":[0.00008256193,0.0003383889,0.00068422937,0.000984445,0.00016449542,0.0008848234,0.0004887911,0.00093828497,0.010844397],"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":[0.00012890698,0.00050851906,0.0001667563,0.0038138845,0.00005503893,0.00030741317,0.00031722806,0.004360025,0.19785795,0.031529076,0.16369498,0.5972603],"study_design_scores_gemma":[0.000006258633,0.00008047107,0.00052088796,0.00027506796,0.000026057825,0.0002634743,0.000049252616,0.0006294693,0.0430153,0.006229702,0.9488886,0.000015486958],"about_ca_topic_score_codex":0.0016734041,"about_ca_topic_score_gemma":0.0034180246,"teacher_disagreement_score":0.031081222,"about_ca_system_score_codex":0.0007773071,"about_ca_system_score_gemma":0.0007092698,"threshold_uncertainty_score":0.103977084},"labels":[],"label_agreement":null},{"id":"W165435668","doi":"10.1016/s0167-2991(01)80199-3","title":"A Deactivation Model for Methanol-Steam Reformation on Cu/ZnO/Al2O3 Catalyst for Optimizing the Production of Fuel-Cell Hydrogen","year":2001,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Steam reforming; Hydrogen production; Catalysis; Methanol; Hydrogen; Chemical engineering; Production (economics); Chemistry; Fuel cells; Materials science; Organic chemistry; Engineering; Economics","score_opus":0.04141674756864742,"score_gpt":0.30837850797999,"score_spread":0.26696176041134256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W165435668","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":[0.44199863,0.009516524,0.41000226,0.002478847,0.0008593886,0.0003327088,0.00067088887,0.00070843904,0.13343231],"genre_scores_gemma":[0.94506055,0.0016251804,0.0127471695,0.00010401535,0.00003580141,0.00009647556,0.00011959541,0.00010264738,0.04010857],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999753,0.0000040537166,0.0000010543093,0.000005253309,0.000008220516,0.0000060956595],"domain_scores_gemma":[0.99997973,0.000010829441,0.0000018545919,0.0000018959399,0.0000034988395,0.0000021654707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000867181,0.00042713562,0.0004755856,0.000117947755,0.00032598327,0.00030422412,0.0010857768,0.00063504564,0.0037622508],"category_scores_gemma":[0.00011875206,0.00017505218,0.00034384406,0.00015898056,0.0002330334,0.0006596715,0.00018746429,0.0005221875,0.0005415657],"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":[0.0004576756,0.00022616194,0.000476865,0.00057485997,0.000053748274,0.0006923912,0.0002655845,0.46329677,0.3163211,0.1883004,0.0044185463,0.024915937],"study_design_scores_gemma":[0.000031068197,0.000040852865,0.00025720615,0.000007477266,0.000012942952,0.00007002,0.00003189249,0.9658303,0.014810222,0.015302516,0.0035953764,0.00001013104],"about_ca_topic_score_codex":0.0044143633,"about_ca_topic_score_gemma":0.0046876366,"teacher_disagreement_score":0.0044143633,"about_ca_system_score_codex":0.00065304927,"about_ca_system_score_gemma":0.00028754628,"threshold_uncertainty_score":0.012585938},"labels":[],"label_agreement":null},{"id":"W166354777","doi":"10.1016/s0167-2991(07)80296-5","title":"Calcination mechanism of block-copolymer template in SBA-15 materials","year":2007,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Calcination; Copolymer; Mechanism (biology); Materials science; Block (permutation group theory); Chemical engineering; Chemistry; Physics; Organic chemistry; Composite material; Engineering; Catalysis; Geometry; Mathematics; Polymer","score_opus":0.047018121759241395,"score_gpt":0.31719117013636483,"score_spread":0.2701730483771234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W166354777","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":[0.97321486,0.00672967,0.0046011875,0.00008200504,0.00009084136,0.00003496923,0.00020029128,0.00018493502,0.014861251],"genre_scores_gemma":[0.99235815,0.00091184716,0.0017604331,0.000016798536,0.0000051488128,0.0000070649417,0.000105290164,0.000021768858,0.004813491],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999405,0.000004135773,0.0000036192357,0.000014132336,0.000024780584,0.000012848853],"domain_scores_gemma":[0.9999685,0.000011355416,0.000006881795,0.0000037742475,0.000005971696,0.0000034512511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101867154,0.00018646597,0.0001507329,0.00015958458,0.00013978968,0.00021077994,0.00035332254,0.000164172,0.0012961779],"category_scores_gemma":[0.00010088731,0.0001237365,0.00015571783,0.00013354704,0.00018131865,0.0002754876,0.000100384736,0.00022402515,0.0003296476],"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":[0.00012339951,0.000022415443,0.00025885104,0.00018056588,0.000009760228,0.00011225499,0.000057383037,0.00055987993,0.9897764,0.0032593522,0.0002050119,0.005434658],"study_design_scores_gemma":[0.0000035315973,0.000045164237,0.00067032676,0.0000036944948,0.0000062421013,0.00007981505,0.000011208343,0.0018130774,0.99481624,0.00017007784,0.0023761305,0.0000044159406],"about_ca_topic_score_codex":0.0012725972,"about_ca_topic_score_gemma":0.0018002028,"teacher_disagreement_score":0.0012961779,"about_ca_system_score_codex":0.00038283292,"about_ca_system_score_gemma":0.0001798211,"threshold_uncertainty_score":0.0043361783},"labels":[],"label_agreement":null},{"id":"W173010916","doi":"10.1016/s0167-2991(01)80331-1","title":"Site reactivity of Fischer-Tropsch synthesis catalysts studied by 12CO → 13CO isotope transients","year":2001,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fischer–Tropsch process; Catalysis; Chemistry; Selectivity; Syngas; Reactivity (psychology); Cobalt; Isotope; Methane; Dispersion (optics); Kinetic isotope effect; Inorganic chemistry; Organic chemistry; Deuterium","score_opus":0.027515510665303042,"score_gpt":0.28000111420057944,"score_spread":0.2524856035352764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W173010916","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":[0.98658085,0.0025745162,0.0014873224,0.00008926742,0.000024390536,0.00001612219,0.00031615744,0.00007315232,0.008838412],"genre_scores_gemma":[0.9940737,0.0009801866,0.00044378862,0.000016986896,0.00000618025,0.000008559659,0.00037493804,0.000042921416,0.0040527596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999874,0.000009628608,0.0000037550285,0.000024366336,0.000051839583,0.00003634776],"domain_scores_gemma":[0.9999193,0.000040027535,0.000009197364,0.000009792925,0.000016046211,0.0000056191275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017982093,0.00027274818,0.00033251548,0.00033794637,0.00030189502,0.00048785828,0.0006897351,0.00044523666,0.0020755136],"category_scores_gemma":[0.00028360472,0.0002631545,0.00019325371,0.00047429427,0.00031026363,0.00035440206,0.00017805182,0.000612615,0.00033582473],"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":[0.0006105318,0.00006910885,0.0009205045,0.00011298329,0.000024910145,0.00015114149,0.00016298261,0.0013977044,0.98656476,0.0020479022,0.00055107864,0.0073864986],"study_design_scores_gemma":[0.00001544753,0.000126711,0.0028508713,0.00000578151,0.000016574206,0.00012284098,0.00005687728,0.0040796674,0.98984456,0.00030060118,0.002567996,0.000012085401],"about_ca_topic_score_codex":0.003186822,"about_ca_topic_score_gemma":0.0027240496,"teacher_disagreement_score":0.003186822,"about_ca_system_score_codex":0.00074484834,"about_ca_system_score_gemma":0.00016153841,"threshold_uncertainty_score":0.006943345},"labels":[],"label_agreement":null},{"id":"W1754790282","doi":"10.1016/s0167-2991(02)80107-0","title":"A comparison of SAPO, GaPSO, MgAPO and GaPO's as DeNOx catalysts","year":2002,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Isobutane; Catalysis; Chemistry; X-ray photoelectron spectroscopy; Desorption; Inorganic chemistry; Hydrothermal circulation; Adsorption; Chemical engineering; Physical chemistry; Organic chemistry","score_opus":0.06053547379016302,"score_gpt":0.3558732798845408,"score_spread":0.2953378060943778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1754790282","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":[0.9099059,0.0536878,0.0008309153,0.00033214572,0.00017335052,0.00003712875,0.00031059,0.00005019191,0.03467199],"genre_scores_gemma":[0.9722421,0.015613768,0.0007175548,0.000035188197,0.000019022009,0.000009069376,0.00024563694,0.000018894058,0.0110986885],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998204,0.000020028943,0.000009814113,0.00002035101,0.000096547155,0.00003290655],"domain_scores_gemma":[0.99991536,0.000045287976,0.0000048905886,0.000007883753,0.000018682666,0.000007815825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023800285,0.00024741635,0.0004357724,0.00040492282,0.00028439617,0.0009892673,0.0005339465,0.00040918036,0.0017145477],"category_scores_gemma":[0.0003640139,0.00017872045,0.0002419231,0.00051546685,0.0002664009,0.0006073875,0.00035687862,0.00032095888,0.00034448665],"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":[0.003858081,0.00019104549,0.003259047,0.0025205696,0.00011868928,0.00073568715,0.00071982434,0.0018902922,0.8636634,0.013878241,0.0017574126,0.10740763],"study_design_scores_gemma":[0.00011085383,0.0013175672,0.010962197,0.00008449882,0.00015415369,0.000793656,0.000958281,0.0024754668,0.9103713,0.0029926624,0.069753826,0.000025711546],"about_ca_topic_score_codex":0.0011480952,"about_ca_topic_score_gemma":0.0031490268,"teacher_disagreement_score":0.0017145477,"about_ca_system_score_codex":0.00032922017,"about_ca_system_score_gemma":0.00019434726,"threshold_uncertainty_score":0.005735755},"labels":[],"label_agreement":null},{"id":"W2203094417","doi":"10.1016/s0167-2991(01)80330-x","title":"Methane to syngas: Development of non-coking catalyst and hydrogen-permselective membrane","year":2001,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Syngas; Syngas to gasoline plus; Methane; Catalysis; Chemistry; Hydrogen; Chemical engineering; Steam reforming; Hydrogen production; Organic chemistry; Engineering","score_opus":0.026355355035471668,"score_gpt":0.29078468599593194,"score_spread":0.2644293309604603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203094417","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":[0.4135837,0.28859797,0.11525533,0.0027842422,0.0019533494,0.0002753179,0.0005289671,0.00076689216,0.17625427],"genre_scores_gemma":[0.6309941,0.16999792,0.06060137,0.00068493775,0.00027503914,0.00021383414,0.0007873172,0.00025395758,0.13619164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999112,0.0000076306915,0.000003983701,0.000023477704,0.00004069052,0.000013133888],"domain_scores_gemma":[0.9999714,0.000009189645,0.0000026844634,0.0000044526846,0.000008526815,0.0000036668898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020828804,0.00038396436,0.00035992326,0.00033260175,0.00022293461,0.0004900381,0.0006640415,0.0004942599,0.0011327503],"category_scores_gemma":[0.00012782766,0.00026515723,0.00029165018,0.00043450375,0.00031555092,0.0012918758,0.00043024382,0.00073327683,0.0007654509],"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":[0.00014632364,0.00016542703,0.00026821805,0.0013163527,0.000039481074,0.00048423748,0.000269111,0.0011652379,0.7305081,0.051979154,0.0037997796,0.20985861],"study_design_scores_gemma":[0.00001337906,0.00026458543,0.0007576332,0.000046702855,0.00002568886,0.000886074,0.000076392906,0.002257578,0.811477,0.006107989,0.17806864,0.000018339193],"about_ca_topic_score_codex":0.0003432326,"about_ca_topic_score_gemma":0.000809108,"teacher_disagreement_score":0.0011327503,"about_ca_system_score_codex":0.00040651634,"about_ca_system_score_gemma":0.00040211435,"threshold_uncertainty_score":0.003789425},"labels":[],"label_agreement":null},{"id":"W2252270576","doi":"10.1016/s0167-2991(01)80338-4","title":"CANMET’s Integrated Acetic Acid Process: Coproduction of Chemicals and Power from Natural Gas","year":2001,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Natural gas; Acetic acid; Methanol; Syngas; Greenhouse gas; Methane; Coproduction; Process engineering; Power to gas; Waste management; Catalysis; Process (computing); Carbonylation; Environmental science; Chemistry; Engineering; Organic chemistry; Computer science; Carbon monoxide","score_opus":0.018096662443304514,"score_gpt":0.2766491163807883,"score_spread":0.25855245393748383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252270576","genre_codex":"other","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":[0.043699868,0.12104136,0.1451034,0.0036434494,0.0061438573,0.00045754036,0.0005698949,0.0010270907,0.6783136],"genre_scores_gemma":[0.18441594,0.0586025,0.10007398,0.0019454247,0.0003778301,0.00023526645,0.00081758486,0.00043021495,0.65310127],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996662,0.000017918204,0.000008251634,0.00008449424,0.00018488974,0.00003828639],"domain_scores_gemma":[0.99994504,0.000015174016,0.0000030904657,0.0000080735135,0.000021697108,0.000006898132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025254476,0.0009242583,0.00042909494,0.00081470667,0.0006099147,0.0013591645,0.00075220544,0.0015028935,0.0047196415],"category_scores_gemma":[0.00020394142,0.00043705935,0.00050035445,0.0015055356,0.000733468,0.0022484409,0.00072327256,0.0020848666,0.0019847106],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039906122,0.00029419202,0.00020526332,0.0014961213,0.000049570983,0.0005287173,0.0005033287,0.003962277,0.14938934,0.21508008,0.05323768,0.5748543],"study_design_scores_gemma":[0.000028917926,0.00017424281,0.0003957404,0.00008199013,0.000020742533,0.00071834837,0.0000443801,0.0027318306,0.1549262,0.011896246,0.8289525,0.000028928132],"about_ca_topic_score_codex":0.0019844435,"about_ca_topic_score_gemma":0.0040671835,"teacher_disagreement_score":0.9980156,"about_ca_system_score_codex":0.0014261365,"about_ca_system_score_gemma":0.0011453459,"threshold_uncertainty_score":0.015788794},"labels":[],"label_agreement":null},{"id":"W2581848406","doi":"10.1016/s0167-2991(03)80424-x","title":"Sulfonic acid-functionalized periodic mesoporous organosilicas","year":2003,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sulfonic acid; Hydrogen peroxide; Mesoporous material; Mesoporous organosilica; Chemistry; Mesoporous silica; Chloride; Inorganic chemistry; Catalysis; Organic chemistry; Polymer chemistry","score_opus":0.032100150996259555,"score_gpt":0.2837767031832909,"score_spread":0.25167655218703133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581848406","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":[0.9757884,0.0074993335,0.003105824,0.000115020695,0.00016427599,0.000021866084,0.00015711333,0.0001284804,0.0130197015],"genre_scores_gemma":[0.9730377,0.0051350323,0.0036752322,0.00009683885,0.000058620895,0.000018755814,0.00041114748,0.000039706592,0.01752699],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999578,0.0000035471562,0.0000035410112,0.0000088382,0.000015931155,0.00001021106],"domain_scores_gemma":[0.99997795,0.000004878484,0.0000054612265,0.000003950212,0.000004018278,0.0000037427403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008165664,0.000272528,0.00015992245,0.00016022513,0.0001436252,0.00020849548,0.0001861017,0.00018010064,0.00075798715],"category_scores_gemma":[0.00005755909,0.0001622383,0.00013075833,0.00014360248,0.00017450754,0.00033779195,0.00013813443,0.0002584018,0.00032663907],"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":[0.000041962987,0.000012790483,0.000026406653,0.000072568415,0.0000057319335,0.000049678067,0.00001760378,0.00020565903,0.99517316,0.0007191221,0.00014410718,0.0035312208],"study_design_scores_gemma":[0.000006053984,0.0001587939,0.00037016318,0.000004879274,0.000009602432,0.000106088686,0.000012989402,0.00037800832,0.99156475,0.00020483912,0.007178046,0.0000057512957],"about_ca_topic_score_codex":0.00025670888,"about_ca_topic_score_gemma":0.00058137916,"teacher_disagreement_score":0.00075798715,"about_ca_system_score_codex":0.00019530208,"about_ca_system_score_gemma":0.00009953725,"threshold_uncertainty_score":0.0025357604},"labels":[],"label_agreement":null},{"id":"W289768136","doi":"10.1016/s0167-2991(07)80265-5","title":"Three-Dimensional large pore cubic silica mesophases with tailored pore topology: developments and characterization","year":2007,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Characterization (materials science); Materials science; Chemical engineering; Topology (electrical circuits); Nanotechnology; Mathematics; Engineering; Combinatorics","score_opus":0.03416385804115803,"score_gpt":0.2897902202738123,"score_spread":0.2556263622326543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W289768136","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":[0.9466628,0.012734602,0.030100927,0.00022884092,0.00008443536,0.00007404648,0.00077625184,0.000531331,0.0088067455],"genre_scores_gemma":[0.966933,0.0038957011,0.023512585,0.00007686457,0.000025673902,0.000050327308,0.00085614907,0.0000815316,0.00456811],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999405,0.0000022236327,0.0000028628353,0.000012025924,0.00003403469,0.000008292306],"domain_scores_gemma":[0.99991596,0.000027462855,0.00001547329,0.000013290951,0.000016221094,0.000011603724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012086117,0.00014775869,0.00016028731,0.00018286303,0.00010960742,0.00030607727,0.00022350693,0.00021616017,0.00036445347],"category_scores_gemma":[0.00013202574,0.00017573284,0.00014132952,0.00022157878,0.00029154678,0.00043977753,0.00017309083,0.0003797102,0.00017564154],"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":[0.000020005637,0.000009148633,0.00006945985,0.000076779674,0.000003207493,0.00002591644,0.00002599429,0.00023716094,0.9933861,0.0005965382,0.00014148609,0.0054081744],"study_design_scores_gemma":[0.0000061991927,0.000067514884,0.0011138001,0.000004433487,0.000005273146,0.00020489632,0.000013572331,0.0020456342,0.9900367,0.00020219234,0.0062862234,0.000013417484],"about_ca_topic_score_codex":0.00047753804,"about_ca_topic_score_gemma":0.0011596284,"teacher_disagreement_score":0.00047753804,"about_ca_system_score_codex":0.00027999972,"about_ca_system_score_gemma":0.00015296935,"threshold_uncertainty_score":0.002031505},"labels":[],"label_agreement":null},{"id":"W2951113473","doi":"10.1016/s0167-2991(02)80562-6","title":"Flexible Metal-Organic Frameworks with Isomerizing Building Units","year":2002,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Steacie Institute for Molecular Sciences","funders":"","keywords":"Metal-organic framework; Business; Chemistry; Nanotechnology; Materials science; Organic chemistry","score_opus":0.041525077797329904,"score_gpt":0.2797061507199273,"score_spread":0.23818107292259744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951113473","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":[0.74969727,0.074128084,0.057496555,0.00083676726,0.0006088767,0.00015385896,0.0005179169,0.0017697705,0.11479092],"genre_scores_gemma":[0.93160784,0.021045757,0.02197732,0.00026225392,0.000113876136,0.00008630362,0.00037124657,0.00016271809,0.024372743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991786,0.0000062389804,0.0000024186274,0.000018526664,0.00002570809,0.000029254583],"domain_scores_gemma":[0.9999722,0.00000960207,0.000004543996,0.0000053607787,0.0000026676016,0.0000056766435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010916422,0.00054685137,0.00043109158,0.00023513963,0.00028853244,0.0006185913,0.00093523966,0.00034021473,0.0022335334],"category_scores_gemma":[0.00013955247,0.00026649566,0.0002760534,0.000537502,0.00038958454,0.00092013524,0.0005278013,0.00080901396,0.0005531671],"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":[0.00032515684,0.00015083059,0.00010227738,0.00058968994,0.000040753806,0.00037242493,0.0002129313,0.008343943,0.7818351,0.08279714,0.0028835323,0.12234622],"study_design_scores_gemma":[0.00006446162,0.00066159514,0.00071850966,0.0000667098,0.000056450623,0.00090340036,0.000074017975,0.0072526042,0.8168953,0.014940386,0.15827902,0.00008750676],"about_ca_topic_score_codex":0.00051121356,"about_ca_topic_score_gemma":0.0008495864,"teacher_disagreement_score":0.0022335334,"about_ca_system_score_codex":0.00043537794,"about_ca_system_score_gemma":0.00014127967,"threshold_uncertainty_score":0.007471919},"labels":[],"label_agreement":null},{"id":"W56172081","doi":"10.1016/s0167-2991(04)80145-9","title":"Chapter 4 Prospects for biological upgrading of heavy oils and asphaltenes","year":2004,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Asphaltene; Chemistry; Flue-gas desulfurization; Organic chemistry; Dehydrogenation; Sulfur; Residue (chemistry); Chemical engineering; Catalysis","score_opus":0.05257527792131461,"score_gpt":0.308753212654944,"score_spread":0.2561779347336294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56172081","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":[0.007501252,0.26126522,0.015085361,0.010170485,0.01143312,0.00013766959,0.00043210425,0.0003804672,0.6935944],"genre_scores_gemma":[0.012008257,0.124843776,0.0071159294,0.0016992677,0.0012526831,0.000091414964,0.0003914351,0.00011428494,0.85248286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999163,0.0000086294185,0.0000034699217,0.000014760554,0.000042057687,0.000014793503],"domain_scores_gemma":[0.9999403,0.00001426725,0.0000035251269,0.0000069185753,0.000023440487,0.000011499688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023194945,0.0006752937,0.0004370225,0.0007031323,0.0006439133,0.0017569453,0.00072498224,0.0010000265,0.047790386],"category_scores_gemma":[0.00016844785,0.0002798116,0.00062481646,0.0007971218,0.0004332648,0.0017110638,0.00068878033,0.0015626596,0.010888331],"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":[0.00013564837,0.00037713445,0.00018599971,0.0018558775,0.00003021487,0.00027643173,0.00044401357,0.002934885,0.040777747,0.15057607,0.29776928,0.50463676],"study_design_scores_gemma":[0.0000054672573,0.000059074988,0.00017958555,0.0001873493,0.000008277709,0.00011470939,0.000072941264,0.00022206435,0.003964247,0.020458864,0.974719,0.00000840925],"about_ca_topic_score_codex":0.0016205998,"about_ca_topic_score_gemma":0.002770752,"teacher_disagreement_score":0.047790386,"about_ca_system_score_codex":0.0011979692,"about_ca_system_score_gemma":0.0010597793,"threshold_uncertainty_score":0.15987474},"labels":[],"label_agreement":null},{"id":"W67899351","doi":"10.1016/s0167-2991(02)80583-3","title":"Catalytic oxidation of alpha-eicosanol to alpha-eicosanoic acid over Ti, Zr and Mn doped MCM-48 molecular sieves","year":2002,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"People's Government of Jilin Province; National Science Foundation","keywords":"Alpha (finance); Molecular sieve; Catalysis; Chemistry; Doping; Nuclear chemistry; Materials science; Organic chemistry; Political science","score_opus":0.02627900709396676,"score_gpt":0.2814186861701202,"score_spread":0.2551396790761535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W67899351","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":[0.9683173,0.008855584,0.010010447,0.00013710905,0.00017032753,0.00004184614,0.00040996453,0.00032257446,0.011734838],"genre_scores_gemma":[0.96548337,0.0062496997,0.0053118393,0.000061435545,0.000015355386,0.00001818548,0.00054288004,0.00006757691,0.022249686],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992335,0.0000037795157,0.0000040036152,0.000013039049,0.000034307548,0.00002140239],"domain_scores_gemma":[0.9999814,0.0000036984013,0.0000036956792,0.000004354608,0.000004059475,0.000002836777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001097169,0.00042781082,0.000282647,0.000251488,0.00012644359,0.00026003591,0.00044429142,0.00022361691,0.0010162228],"category_scores_gemma":[0.00008673563,0.00015640935,0.00037658546,0.00025645422,0.00015283434,0.00029278296,0.00020708918,0.00034017663,0.00049773435],"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":[0.000056607983,0.000013246213,0.00007401826,0.00009608363,0.000015253903,0.00007559815,0.000026962549,0.00022547947,0.9924899,0.00032958383,0.00011219942,0.006485126],"study_design_scores_gemma":[0.0000028469872,0.000033236774,0.0002770158,0.0000037322504,0.000008122721,0.000058283367,0.000010006613,0.00030286176,0.99684626,0.000058208265,0.0023967146,0.0000027783171],"about_ca_topic_score_codex":0.0009854223,"about_ca_topic_score_gemma":0.001784247,"teacher_disagreement_score":0.0010162228,"about_ca_system_score_codex":0.00039990517,"about_ca_system_score_gemma":0.00011858176,"threshold_uncertainty_score":0.0033996105},"labels":[],"label_agreement":null},{"id":"W7106336553","doi":"10.1016/b978-0-443-33331-6.00120-2","title":"Toward innovative photothermal catalysis","year":2025,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Photothermal therapy; Catalysis; Photothermal effect; Scalability; Field (mathematics); Heterogeneous catalysis; Chemical energy","score_opus":0.041159945496777095,"score_gpt":0.3290001746641777,"score_spread":0.2878402291674006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106336553","genre_codex":"other","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":[0.0153127955,0.24638906,0.085836336,0.0042391974,0.003733321,0.00010005803,0.000105169674,0.0004564217,0.6438276],"genre_scores_gemma":[0.11048683,0.19104166,0.03790429,0.0028603994,0.0009373251,0.00021609463,0.00022985962,0.0002438273,0.6560797],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997665,0.000023243058,0.000005404062,0.000037902362,0.00013959354,0.000027418662],"domain_scores_gemma":[0.9999509,0.000019352603,0.0000028920488,0.000009215136,0.000012060897,0.0000056650356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038118596,0.00050523644,0.00040919168,0.00042401164,0.00049859716,0.0016688784,0.00083420746,0.0009012024,0.007524855],"category_scores_gemma":[0.00023515441,0.00037622594,0.000289912,0.00055301125,0.0011858303,0.0024861665,0.0010974518,0.0024060567,0.0037675805],"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":[0.000053616244,0.00013087108,0.000045563087,0.00081356434,0.000016031288,0.00014220587,0.00050617935,0.0011665625,0.088265754,0.6437068,0.03392887,0.2312241],"study_design_scores_gemma":[0.000008741749,0.000059170314,0.000097119344,0.00013669234,0.000009068006,0.00027179436,0.00009379195,0.0016596252,0.06535386,0.07379729,0.858498,0.000014870004],"about_ca_topic_score_codex":0.00033540896,"about_ca_topic_score_gemma":0.0008697312,"teacher_disagreement_score":0.007524855,"about_ca_system_score_codex":0.0009839475,"about_ca_system_score_gemma":0.0005594608,"threshold_uncertainty_score":0.025173128},"labels":[],"label_agreement":null},{"id":"W85283033","doi":"10.1016/s0167-2991(02)80588-2","title":"Hydrogenation and mild hydrocracking of synthetic crude distillate by Pt-supported mesoporous material catalysts","year":2002,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Devon Energy (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; North China University of Technology; Syncrude","keywords":"Mesoporous material; Catalysis; Distillation; Chemistry; Hydrodesulfurization; Chemical engineering; Materials science; Organic chemistry; Engineering","score_opus":0.020527368889288727,"score_gpt":0.24654288403213476,"score_spread":0.22601551514284604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W85283033","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":[0.96266,0.010511989,0.009066085,0.00041688938,0.00018458047,0.00013140519,0.00056038226,0.00023618265,0.016232481],"genre_scores_gemma":[0.9815391,0.005380505,0.0032581054,0.00008592887,0.000043224652,0.000034306006,0.0004514661,0.000054259304,0.009153182],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998266,0.000012634693,0.000014540085,0.000026936921,0.00006886179,0.00005038511],"domain_scores_gemma":[0.99995136,0.000013553274,0.0000073760148,0.00001235078,0.0000075122675,0.000007874583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019170748,0.00043091984,0.00054867007,0.0002946207,0.0002956469,0.0002899402,0.0005776492,0.00035233566,0.0011932447],"category_scores_gemma":[0.0002442726,0.00029790675,0.00035276468,0.0003380785,0.00048852724,0.000752518,0.00036077248,0.0007189178,0.00035874825],"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":[0.00032754504,0.00009707805,0.00017754018,0.0004620998,0.0000353862,0.00017259242,0.00011728726,0.0006689889,0.97725236,0.0019186062,0.0003990239,0.018371467],"study_design_scores_gemma":[0.000013689178,0.00013553955,0.00081505027,0.0000059087074,0.0000072815365,0.0000910341,0.00001669342,0.0004385896,0.99475443,0.00026044014,0.003452893,0.0000084626945],"about_ca_topic_score_codex":0.0014579508,"about_ca_topic_score_gemma":0.00393807,"teacher_disagreement_score":0.0014579508,"about_ca_system_score_codex":0.0005990341,"about_ca_system_score_gemma":0.00037313855,"threshold_uncertainty_score":0.0043462515},"labels":[],"label_agreement":null},{"id":"W879705706","doi":"10.1016/s0167-2991(01)80332-3","title":"Surface carbon coverage and selectivity in FT synthesis: a simple model for selectivity correlations","year":2001,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Selectivity; Methane; Catalysis; Simple (philosophy); Chemistry; Cobalt; Carbon fibers; Inorganic chemistry; Chemical engineering; Materials science; Organic chemistry; Composite material","score_opus":0.03708452703644319,"score_gpt":0.29176535870035497,"score_spread":0.25468083166391176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W879705706","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":[0.14802602,0.01373826,0.6001682,0.008390149,0.001020246,0.00024871604,0.0008500197,0.0017573873,0.22580098],"genre_scores_gemma":[0.8895397,0.0074901455,0.03971939,0.0011604356,0.0004904525,0.00019381361,0.0002720613,0.0002943581,0.060839523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997725,0.000042314656,0.000007938801,0.000057137455,0.00008887224,0.00003111749],"domain_scores_gemma":[0.99958116,0.00028463165,0.000024030494,0.00006073274,0.0000353028,0.00001410651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041306205,0.00086235267,0.0008942109,0.00055788166,0.0004026268,0.0010135121,0.0012739477,0.0015150829,0.004159618],"category_scores_gemma":[0.0015579788,0.0003694209,0.0005967097,0.000786792,0.0016046169,0.002961032,0.00055973115,0.0015993668,0.0011314583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010189369,0.00010605639,0.0002961072,0.00028418077,0.00002967349,0.0003037774,0.00010479981,0.027585821,0.025679005,0.9061197,0.0056859334,0.033702973],"study_design_scores_gemma":[0.000023534003,0.00010195337,0.00035925425,0.000029566572,0.000028137008,0.00033948245,0.000026940266,0.15487246,0.017065408,0.8169864,0.0101304455,0.00003634424],"about_ca_topic_score_codex":0.0009465285,"about_ca_topic_score_gemma":0.0005660167,"teacher_disagreement_score":0.004159618,"about_ca_system_score_codex":0.0007311065,"about_ca_system_score_gemma":0.0003319856,"threshold_uncertainty_score":0.01391536},"labels":[],"label_agreement":null},{"id":"W99794067","doi":"10.1016/s0167-2991(02)80541-9","title":"Synthesis and catalytic properties of organically modified Ti-HMS","year":2002,"lang":"en","type":"book-chapter","venue":"Studies in surface science and catalysis","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Catalysis; Chemistry; Combinatorial chemistry; Organic chemistry","score_opus":0.05378596560709331,"score_gpt":0.2572127250248311,"score_spread":0.2034267594177378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W99794067","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":[0.98604125,0.0067305355,0.0015366318,0.00006695612,0.00005713973,0.000015073885,0.00023182189,0.000054084667,0.0052664643],"genre_scores_gemma":[0.9848659,0.0025688647,0.0018708807,0.000034183406,0.000019418547,0.000008751573,0.00038539528,0.00002395434,0.0102227265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993634,0.0000042410093,0.000004282016,0.00001036622,0.000025524074,0.000019252475],"domain_scores_gemma":[0.9999676,0.00000769239,0.0000072987286,0.000005682196,0.000006897702,0.0000048486104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012433865,0.00020275812,0.00017683246,0.0001577804,0.000112683425,0.00021765543,0.00038410802,0.00019907624,0.0012899117],"category_scores_gemma":[0.00011518144,0.00015116007,0.00018081142,0.00022097836,0.000245134,0.00024841737,0.00011773145,0.0002549364,0.0003163455],"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":[0.00008392468,0.000013257744,0.00005738376,0.00007925358,0.000005275639,0.000028282435,0.000021367216,0.0001669301,0.99567574,0.00023987418,0.000060958937,0.0035678674],"study_design_scores_gemma":[0.0000026567277,0.000072897994,0.00052905956,0.0000016240684,0.000004372574,0.000038286937,0.000010615759,0.00019602022,0.99716574,0.00002893196,0.0019474656,0.000002302603],"about_ca_topic_score_codex":0.0010852432,"about_ca_topic_score_gemma":0.0015937915,"teacher_disagreement_score":0.0012899117,"about_ca_system_score_codex":0.0003758816,"about_ca_system_score_gemma":0.00010691866,"threshold_uncertainty_score":0.004315138},"labels":[],"label_agreement":null}]}