{"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987884,0.0018271109,0.00001074074,0.0001763222,0.00036543803,0.000059126065,0.00013402868,0.00001700015,0.009526242],"genre_scores_gemma":[0.94432664,0.009117599,0.00023217252,0.000042436823,0.00007464043,0.0000057567445,0.000056780875,0.000016179618,0.046127774],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835634,0.000012448752,0.00044483365,0.00055691804,0.0004304188,0.00019902328],"domain_scores_gemma":[0.9989069,0.000099852296,0.00030995533,0.00026548174,0.00036370748,0.00005407128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048075808,0.00022257201,0.0005229397,0.0001983746,0.00025606525,0.00007602408,0.00016846274,0.000097591554,0.00020527738],"category_scores_gemma":[0.000117580705,0.00019449306,0.000046217778,0.00020435867,0.0013612859,0.00041097018,0.00023578711,0.00012490012,0.000014567767],"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":[0.00001560675,0.000020608148,0.00041319575,0.000057371206,0.000036383724,0.0000043293985,0.0035827977,0.00003733865,0.99216306,0.0002904916,0.0000911534,0.0032876832],"study_design_scores_gemma":[0.005331733,0.0015505214,0.01982313,0.007499349,0.003503904,0.000114862,0.011853898,0.029352397,0.84475845,0.01401513,0.05383176,0.008364883],"about_ca_topic_score_codex":0.00042039366,"about_ca_topic_score_gemma":0.0003851192,"teacher_disagreement_score":0.14740461,"about_ca_system_score_codex":0.00008515915,"about_ca_system_score_gemma":0.000042806943,"threshold_uncertainty_score":0.79311967},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06097658,0.13500522,0.0006761289,0.011088366,0.0027105352,0.0022838772,0.0003693569,0.0020152188,0.78487474],"genre_scores_gemma":[0.62916356,0.05656966,0.008335191,0.00087025756,0.00016180024,0.000053857788,0.000044288776,0.00011960093,0.30468178],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968771,0.00001602362,0.00052089867,0.0011183276,0.0009469809,0.00052067946],"domain_scores_gemma":[0.9985306,0.000116915035,0.00018892415,0.0007269107,0.00035855552,0.00007805509],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010114611,0.00043330615,0.0008617621,0.00031666542,0.00067017815,0.00014692146,0.00069625507,0.00018320458,0.00054010464],"category_scores_gemma":[0.00038670815,0.0003631608,0.000099500874,0.00056646083,0.0048389332,0.00035053672,0.00065067003,0.0002118523,0.000118994954],"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":[0.0007412163,0.00072613393,0.0030230593,0.0028271726,0.0017457485,0.0006251439,0.082676165,0.009391955,0.23964915,0.09593493,0.090270124,0.4723892],"study_design_scores_gemma":[0.002808366,0.0006763948,0.00036700364,0.0021920176,0.0010537663,0.00004642955,0.043311946,0.00071673485,0.12454654,0.12124937,0.69690347,0.006127956],"about_ca_topic_score_codex":0.00011030084,"about_ca_topic_score_gemma":0.000758127,"teacher_disagreement_score":0.60663337,"about_ca_system_score_codex":0.00028427204,"about_ca_system_score_gemma":0.00040496286,"threshold_uncertainty_score":0.99988204},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892196,0.006781857,6.6083146e-7,0.00010112846,0.00051169813,0.0005877243,0.00009232883,0.000041816274,0.00266321],"genre_scores_gemma":[0.97802806,0.0086359335,0.00037095154,0.00006207697,0.00013748727,0.000032920176,0.00015079508,0.00005069005,0.012531099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99641013,0.000045539386,0.00080022536,0.0011959746,0.00088307774,0.00066508097],"domain_scores_gemma":[0.998074,0.0001886532,0.00038979048,0.0006774333,0.0005429705,0.00012713968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003723866,0.00062605937,0.0015189137,0.00037832643,0.000549493,0.00012735231,0.0004947338,0.000203409,0.00004638347],"category_scores_gemma":[0.0003301561,0.00040879572,0.00012294394,0.00034722712,0.0019797785,0.0003422383,0.0005072607,0.00018350001,0.00001531121],"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":[0.0006857721,0.000044879795,0.00027926711,0.0012287388,0.00017647936,0.000029487612,0.0017473395,0.000089700974,0.9873933,0.00020520914,0.00019609298,0.007923688],"study_design_scores_gemma":[0.0009838793,0.0013679982,0.00007528692,0.0006128365,0.00047405402,0.000040800744,0.00033043447,0.00007986763,0.99197465,0.00019832182,0.0031361014,0.00072579045],"about_ca_topic_score_codex":0.000042430675,"about_ca_topic_score_gemma":0.00006830417,"teacher_disagreement_score":0.01119153,"about_ca_system_score_codex":0.00014597773,"about_ca_system_score_gemma":0.000071298375,"threshold_uncertainty_score":0.9998364},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820968,0.0027966076,0.000015644526,0.000081111386,0.00038649415,0.0003810265,0.00016184602,0.000038388374,0.01404211],"genre_scores_gemma":[0.98340154,0.0081756385,0.0004107773,0.000050465773,0.000042796673,0.000015080108,0.000039663115,0.000021934222,0.007842118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99676466,0.000026445385,0.00074087916,0.0010700347,0.0010240223,0.00037394234],"domain_scores_gemma":[0.9982691,0.00011129896,0.0005134652,0.0005383438,0.000478378,0.00008945654],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021385988,0.00036415915,0.00087228604,0.00032867913,0.00035824915,0.00014392659,0.0005446074,0.00011463877,0.00018363478],"category_scores_gemma":[0.00022270773,0.00032152425,0.00005162762,0.00043713496,0.0057801064,0.000927243,0.00063808105,0.000098852324,0.00003431239],"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":[0.000035346915,0.000017326684,0.00004631711,0.000212459,0.000025431287,0.000004820104,0.0025859212,0.000035274308,0.99340606,0.0024605214,0.000014080094,0.0011564255],"study_design_scores_gemma":[0.00044819101,0.00025472516,0.00062778575,0.0007138581,0.0004140736,0.000072634546,0.0009407923,0.00035818157,0.97277737,0.018372834,0.0038230566,0.001196507],"about_ca_topic_score_codex":0.00005383894,"about_ca_topic_score_gemma":0.00007483124,"teacher_disagreement_score":0.020628717,"about_ca_system_score_codex":0.0001320588,"about_ca_system_score_gemma":0.00021991202,"threshold_uncertainty_score":0.9999237},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76332146,0.053968396,0.0000033705842,0.0008561629,0.001921826,0.00090890226,0.00026832084,0.00022710038,0.17852445],"genre_scores_gemma":[0.8095238,0.02438867,0.0005098512,0.0008655087,0.0001533231,0.00007088219,0.00011446332,0.0001352018,0.16423829],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9946774,0.00006875423,0.001012281,0.0017990146,0.001504376,0.0009381249],"domain_scores_gemma":[0.9971047,0.00014617483,0.00056770496,0.001180162,0.00075056404,0.0002507133],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0037135296,0.0007515731,0.0015743452,0.00045008556,0.00071917154,0.00027110908,0.000986163,0.00027109144,0.0006413289],"category_scores_gemma":[0.000388452,0.0006305315,0.00016521415,0.0006642528,0.0076666838,0.0004997351,0.00079563505,0.00026648518,0.00040630074],"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":[0.0001396418,0.00025986298,0.000988521,0.0012157464,0.00078583386,0.0004959823,0.010368542,0.00013628855,0.9271368,0.035230357,0.018490959,0.004751476],"study_design_scores_gemma":[0.001414364,0.00037276692,0.00017097084,0.0009389537,0.0018284573,0.00020077506,0.010601749,0.00004770188,0.8740657,0.01869007,0.0872926,0.004375889],"about_ca_topic_score_codex":0.0002810025,"about_ca_topic_score_gemma":0.00022958242,"teacher_disagreement_score":0.06880164,"about_ca_system_score_codex":0.00040451105,"about_ca_system_score_gemma":0.00028610497,"threshold_uncertainty_score":0.9996146},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4848429,0.10052998,0.0020921924,0.0012536572,0.0011679385,0.0021180336,0.0005397581,0.00031037326,0.40714517],"genre_scores_gemma":[0.9322947,0.0016902569,0.0008743951,0.00006064893,0.000042860138,0.000011768164,0.000046532845,0.000040626965,0.06493816],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973978,0.000021889466,0.0005302885,0.0006827679,0.0010201032,0.00034717997],"domain_scores_gemma":[0.99856186,0.000047490645,0.00036582173,0.00043962544,0.0005070925,0.00007812214],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003931094,0.00033746645,0.0006701911,0.0001605842,0.00019081317,0.0000713716,0.0004147722,0.00010323936,0.000121849174],"category_scores_gemma":[0.00008156101,0.00024383869,0.000046403802,0.0005793164,0.0044679283,0.00027752784,0.0003330217,0.00011146998,0.00001086511],"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":[0.000101201345,0.00011442339,0.00046857967,0.00050156884,0.000109092325,0.000023177547,0.0032520893,0.002345057,0.9895474,0.0011084737,0.0003623614,0.00206658],"study_design_scores_gemma":[0.00064438087,0.00042976066,0.00016407103,0.0007581456,0.0004016568,0.000027190923,0.0016933448,0.00027522224,0.9831792,0.0004452912,0.0107971355,0.0011845843],"about_ca_topic_score_codex":0.00030908865,"about_ca_topic_score_gemma":0.00026473377,"teacher_disagreement_score":0.44745186,"about_ca_system_score_codex":0.00012405613,"about_ca_system_score_gemma":0.00017407296,"threshold_uncertainty_score":0.99824136},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7486293,0.1078597,0.003880315,0.0054736957,0.017856713,0.008724734,0.0011518397,0.0012616601,0.105162054],"genre_scores_gemma":[0.5565752,0.013591753,0.09590777,0.0013581068,0.00066490704,0.00036628186,0.00024347543,0.0005334702,0.33075905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9939009,0.00004289224,0.0011127947,0.0021111676,0.0018260317,0.0010062209],"domain_scores_gemma":[0.9962032,0.0004558858,0.00076769857,0.0012138956,0.0010571576,0.00030217692],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0068530436,0.00070471864,0.0013630141,0.0005168521,0.00066063454,0.00032507296,0.0014878373,0.00024102283,0.00006531424],"category_scores_gemma":[0.0025142636,0.0006286155,0.00014973321,0.00084007846,0.003608304,0.0009912936,0.0008520759,0.00020211101,0.00011387041],"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":[0.00012796305,0.00003134005,0.000010957156,0.0005481316,0.00008877041,0.00003406239,0.0018203479,0.000094537594,0.9746612,0.0093449885,0.011373093,0.0018646654],"study_design_scores_gemma":[0.0008289364,0.00016839175,0.000024977378,0.0004775636,0.00050422066,0.00005007154,0.0019132859,0.000026540032,0.9356443,0.036791056,0.022105359,0.0014652525],"about_ca_topic_score_codex":0.00032034144,"about_ca_topic_score_gemma":0.00082229724,"teacher_disagreement_score":0.22559698,"about_ca_system_score_codex":0.00083765644,"about_ca_system_score_gemma":0.0012284386,"threshold_uncertainty_score":0.9996165},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96550053,0.009884287,9.981029e-7,0.00013146673,0.00004918298,0.00018257067,0.0003144077,0.00001553204,0.023921045],"genre_scores_gemma":[0.9909259,0.004238444,0.00027102692,0.000029071402,0.000014402932,0.000018544933,0.00007595546,0.000032064123,0.00439456],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99607015,0.000026487924,0.0013212394,0.0010263046,0.0010613488,0.00049447996],"domain_scores_gemma":[0.9973438,0.0003403557,0.00096302334,0.0007417508,0.00050294644,0.00010814976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015755207,0.00049883337,0.0014753143,0.00045296323,0.00014319079,0.000027641578,0.00055970397,0.0002277607,0.00009147469],"category_scores_gemma":[0.00061999855,0.00047415675,0.00018500224,0.00084972044,0.0026191624,0.0003266427,0.00042309603,0.00023703833,0.0000027336398],"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":[0.00003506362,0.000066050714,0.011535362,0.0014680823,0.00052865513,0.000016155722,0.007854583,0.00022877262,0.97532076,0.0005462798,0.00019201782,0.0022082138],"study_design_scores_gemma":[0.00049694855,0.000022764882,0.00044515906,0.0023833073,0.00046780333,0.0000033366805,0.0031834233,0.00012308294,0.9904418,0.0012829547,0.00044489664,0.0007045039],"about_ca_topic_score_codex":0.00089746545,"about_ca_topic_score_gemma":0.00084557035,"teacher_disagreement_score":0.02542542,"about_ca_system_score_codex":0.00079731276,"about_ca_system_score_gemma":0.00030144182,"threshold_uncertainty_score":0.999771},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5788697,0.08281294,0.00082155527,0.0004993919,0.00050375843,0.00042342328,0.00023184283,0.00007326834,0.3357641],"genre_scores_gemma":[0.942647,0.016585149,0.0016365707,0.000068888694,0.00007285078,0.0000133952435,0.000053852968,0.000050505772,0.038871814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975929,0.000016516464,0.0005311578,0.0005260542,0.0010098952,0.00032344682],"domain_scores_gemma":[0.9981422,0.0003513417,0.0004028653,0.0006014564,0.00043550003,0.00006665784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002177511,0.00029446074,0.00059755734,0.00016585123,0.00023601507,0.00003957199,0.0005332028,0.00016831429,0.000053233543],"category_scores_gemma":[0.00025823468,0.00021910715,0.00017422943,0.00035267058,0.001338459,0.00025455534,0.00042312575,0.0002206959,0.000005455585],"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":[0.000113089074,0.00015065417,0.005761026,0.00262515,0.0016999327,0.00007628299,0.0306412,0.00050514936,0.79855067,0.0030079277,0.001880678,0.15498824],"study_design_scores_gemma":[0.00016730414,0.000011984478,0.00001756246,0.0003548309,0.0004285342,0.0000030818137,0.011712043,0.0003520569,0.9748854,0.0003516049,0.011343669,0.0003718969],"about_ca_topic_score_codex":0.00014018713,"about_ca_topic_score_gemma":0.000022974022,"teacher_disagreement_score":0.36377728,"about_ca_system_score_codex":0.00022186922,"about_ca_system_score_gemma":0.000058036167,"threshold_uncertainty_score":0.89349306},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63239676,0.05501733,0.0000067543665,0.0005861446,0.0023535655,0.0010220008,0.00029523886,0.00027245018,0.30804977],"genre_scores_gemma":[0.467856,0.07340455,0.0011389003,0.0010058071,0.00034087978,0.0000906409,0.00009980817,0.00020252602,0.4558609],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946017,0.000049585044,0.0009371098,0.0016964056,0.0017867266,0.00092845014],"domain_scores_gemma":[0.99727046,0.00013419098,0.00050980295,0.0011960109,0.00059321604,0.00029631658],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026975004,0.0007049503,0.0014932189,0.00039099713,0.0010004409,0.00020510946,0.001090031,0.00024104664,0.0008347072],"category_scores_gemma":[0.0002647269,0.0005944544,0.00017039699,0.0005171515,0.004775732,0.0005961436,0.0010468576,0.00026890181,0.00045578167],"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":[0.0003574002,0.00056026294,0.0007142006,0.001675583,0.0012992072,0.0016656633,0.037337575,0.0020345983,0.85103244,0.009287168,0.07792135,0.016114574],"study_design_scores_gemma":[0.0029059933,0.0008911244,0.00033434015,0.0018369507,0.0020178077,0.0006413815,0.009302609,0.00031626972,0.25295117,0.009744752,0.71015066,0.00890696],"about_ca_topic_score_codex":0.0004260826,"about_ca_topic_score_gemma":0.0003350195,"teacher_disagreement_score":0.63222927,"about_ca_system_score_codex":0.00045354402,"about_ca_system_score_gemma":0.000681832,"threshold_uncertainty_score":0.99965066},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94209117,0.025460672,0.0000010637731,0.00014247063,0.0011750801,0.00065471407,0.00021076569,0.00009238742,0.030171668],"genre_scores_gemma":[0.9680771,0.006353541,0.00024040864,0.00007209237,0.00020498347,0.000029544657,0.00006119704,0.000078827696,0.024882274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99379104,0.00013445262,0.0014288399,0.0018647222,0.0018145689,0.0009664012],"domain_scores_gemma":[0.9962839,0.00028605896,0.0010416812,0.0014250458,0.00072652043,0.00023681045],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0054340656,0.0009707897,0.002690656,0.0005209154,0.000586449,0.00016671015,0.001257131,0.00038671578,0.0003863933],"category_scores_gemma":[0.00037697633,0.0007785959,0.0002846584,0.00071509497,0.0050951857,0.0003988665,0.0012973121,0.00034362637,0.00009787191],"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":[0.00055599783,0.00018487276,0.0020982497,0.0019357755,0.0008215116,0.00026354083,0.007142741,0.00032416522,0.9770102,0.0007492805,0.0023292128,0.006584464],"study_design_scores_gemma":[0.0019812265,0.00094002316,0.00037596578,0.0011036498,0.00234994,0.00012746443,0.0021373937,0.000067293295,0.9768088,0.0015394037,0.00974042,0.0028284327],"about_ca_topic_score_codex":0.0009803323,"about_ca_topic_score_gemma":0.0010045923,"teacher_disagreement_score":0.025985952,"about_ca_system_score_codex":0.00045779874,"about_ca_system_score_gemma":0.00034569146,"threshold_uncertainty_score":0.9994665},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96318525,0.009097206,0.000033104046,0.0010834194,0.0013158362,0.0013311023,0.00027614582,0.000876991,0.022800947],"genre_scores_gemma":[0.9835787,0.004201694,0.00042682054,0.00008108373,0.00008303085,0.00007801909,0.00007062827,0.00006796812,0.011412065],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972458,0.000005188051,0.00052728335,0.00082443794,0.00069656404,0.00070075976],"domain_scores_gemma":[0.9987266,0.00010650179,0.000087669505,0.0007094914,0.0002876071,0.00008210904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007135642,0.00059481006,0.0010314817,0.00053036935,0.00011790774,0.00005772117,0.00052065443,0.00028366357,0.000028555773],"category_scores_gemma":[0.00012793472,0.00044445964,0.00016418274,0.00026143232,0.0016437364,0.0001722921,0.00036255966,0.00040085902,0.000015342432],"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":[0.0009434922,0.0007856587,0.0013351364,0.006879816,0.012381035,0.0010681797,0.059119333,0.17705487,0.49788445,0.060322955,0.057756517,0.12446856],"study_design_scores_gemma":[0.0049695736,0.0012986609,0.00061589916,0.002159855,0.0018175108,0.000109687,0.008264846,0.0056318655,0.8317103,0.021266,0.11494323,0.007212571],"about_ca_topic_score_codex":0.00004137326,"about_ca_topic_score_gemma":0.0005405291,"teacher_disagreement_score":0.33382586,"about_ca_system_score_codex":0.0005311539,"about_ca_system_score_gemma":0.00003411372,"threshold_uncertainty_score":0.99980074},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783054,0.0020765848,0.000002151745,0.000659395,0.00026469928,0.00017753692,0.000060245347,0.000014247524,0.018439768],"genre_scores_gemma":[0.990014,0.00092848326,0.00012933499,0.0005295477,0.000050604547,0.0000014047718,0.00002385538,0.000008622469,0.008314142],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974454,0.000013936908,0.00045665342,0.00096141704,0.00049271586,0.0006298469],"domain_scores_gemma":[0.999109,0.00006543942,0.00010868498,0.00040073835,0.00015622108,0.00015986334],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001010955,0.000387238,0.0006471498,0.0002993167,0.0002836701,0.00010342843,0.000497144,0.00013009574,0.00018201591],"category_scores_gemma":[0.00008840738,0.00032279285,0.00008496178,0.00031869896,0.00075258734,0.00029774875,0.00012271712,0.00024384433,0.00005987718],"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":[0.0008418507,0.000153528,0.46074373,0.0016303097,0.0012616583,0.0018017549,0.04108221,0.10550071,0.31594375,0.0010816804,0.00039303635,0.06956579],"study_design_scores_gemma":[0.01510737,0.0020300557,0.020331508,0.009670139,0.0025461607,0.00060501375,0.026447143,0.0048741424,0.82687956,0.035964556,0.035727426,0.019816915],"about_ca_topic_score_codex":0.0057140975,"about_ca_topic_score_gemma":0.0080779325,"teacher_disagreement_score":0.51093584,"about_ca_system_score_codex":0.00007819308,"about_ca_system_score_gemma":0.00017776639,"threshold_uncertainty_score":0.9999224},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98008454,0.003432866,0.000063245934,0.00021715961,0.000030594965,0.00023849604,0.00054122705,0.000049166454,0.015342724],"genre_scores_gemma":[0.9821497,0.009296455,0.00058449275,0.000030280884,0.00001535883,0.000030883482,0.000013729058,0.000020765683,0.0078582885],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984434,0.0000072410635,0.00044184274,0.00046716933,0.0004379317,0.00020238334],"domain_scores_gemma":[0.9984724,0.00012287327,0.00047302395,0.0006396512,0.00023830416,0.000053742613],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00029373518,0.00022844784,0.00047830207,0.000088277324,0.00018581454,0.000014049867,0.00056558324,0.00007653063,0.00004916823],"category_scores_gemma":[0.00010727367,0.00017242698,0.00008167749,0.0002777494,0.0039521465,0.00017150624,0.00022978423,0.00015408655,7.322631e-7],"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":[0.000015802776,0.00010851884,0.005298101,0.0004726757,0.000187804,0.0000019741917,0.004139579,0.0002970017,0.98127854,0.0014307232,0.0015293224,0.0052399505],"study_design_scores_gemma":[0.00007622269,0.000022789603,0.000053099022,0.00038769393,0.00013801185,0.0000010962196,0.0008400565,0.00022688779,0.99058944,0.006511595,0.0009131302,0.00023998151],"about_ca_topic_score_codex":0.00007425067,"about_ca_topic_score_gemma":0.00007877466,"teacher_disagreement_score":0.009310889,"about_ca_system_score_codex":0.00011499525,"about_ca_system_score_gemma":0.00005774688,"threshold_uncertainty_score":0.99875855},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97196233,0.010953458,0.00006401234,0.00014650775,0.00050055125,0.0003878806,0.0001519956,0.00009936875,0.015733907],"genre_scores_gemma":[0.88344884,0.10513673,0.000030126734,0.000037271446,0.0000376077,0.000009876444,0.00022118566,0.0000349973,0.011043345],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773616,0.000008799352,0.00061762513,0.0005992716,0.0007559015,0.0002822754],"domain_scores_gemma":[0.99893415,0.000027499951,0.00022967662,0.00034196107,0.00038492496,0.00008178264],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046679797,0.00037765555,0.00085156824,0.0005027505,0.00028143864,0.000039783816,0.00017794674,0.00012519336,0.000027611411],"category_scores_gemma":[0.000057613364,0.00035513157,0.000094184696,0.000460522,0.0016231972,0.00036840857,0.00035044903,0.00016713899,0.000017366425],"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":[0.00014010585,0.00022424656,0.0029025315,0.001983654,0.003072442,0.00022159838,0.047697473,0.003603049,0.88977623,0.0013911036,0.0059338827,0.04305367],"study_design_scores_gemma":[0.018734999,0.0027373573,0.08507201,0.008311187,0.01887254,0.0025825636,0.048483662,0.081540465,0.26358303,0.006157424,0.43407077,0.02985399],"about_ca_topic_score_codex":0.000044089607,"about_ca_topic_score_gemma":0.0000839058,"teacher_disagreement_score":0.6261932,"about_ca_system_score_codex":0.00013619347,"about_ca_system_score_gemma":0.00006539568,"threshold_uncertainty_score":0.9998901},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400598,0.022097692,0.0000037759141,0.00016307592,0.00009378055,0.00023926313,0.000048742084,0.0000120096165,0.037281863],"genre_scores_gemma":[0.98835653,0.0066286223,0.00048154083,0.000017178352,0.000009161165,0.0000034900472,0.000001520907,0.000012334285,0.0044896076],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982533,0.000019456227,0.00037266433,0.00050943333,0.0006383635,0.00020680037],"domain_scores_gemma":[0.9989847,0.00014927401,0.00027241174,0.00033038858,0.00021253295,0.00005072261],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011178696,0.00021459306,0.00065016706,0.00018617601,0.000138307,0.000019635487,0.00024540693,0.00007305829,0.00010835167],"category_scores_gemma":[0.000093010894,0.00015133063,0.000037163933,0.00018813489,0.0039423998,0.00020702212,0.00018150226,0.00006947105,0.0000032213259],"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":[0.00032841883,0.00007687176,0.00045004915,0.0007347332,0.0002515898,0.000013229488,0.015967268,0.00022376866,0.919387,0.016023621,0.000085582426,0.04645791],"study_design_scores_gemma":[0.0003912083,0.000599942,0.00025461533,0.0007484164,0.0004579268,0.000011969821,0.005714073,0.00008228489,0.98423195,0.0057608024,0.0010620372,0.00068480294],"about_ca_topic_score_codex":0.00021793344,"about_ca_topic_score_gemma":0.00012291623,"teacher_disagreement_score":0.064844966,"about_ca_system_score_codex":0.000038297287,"about_ca_system_score_gemma":0.00010284717,"threshold_uncertainty_score":0.99876827},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792756,0.0040297736,0.0000660769,0.00010931492,0.00045108495,0.00049860775,0.000056201265,0.000045386485,0.0154679455],"genre_scores_gemma":[0.9771802,0.001730792,0.006341566,0.00019591102,0.00005688613,0.000023006998,0.000019510704,0.0000856586,0.014366511],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9945656,0.000058451456,0.0009241561,0.0016300577,0.002099911,0.0007218355],"domain_scores_gemma":[0.9964672,0.0001808425,0.0009022279,0.001129666,0.0011520586,0.00016803431],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004713954,0.0006255261,0.0012694924,0.0005153309,0.0005304513,0.00016657203,0.0012170249,0.00019631078,0.00014598985],"category_scores_gemma":[0.0007888598,0.00049513305,0.00009423853,0.0010923999,0.008549636,0.0010297794,0.0008495443,0.0002264158,0.00010451396],"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":[0.000036803096,0.000027453181,0.00005781703,0.00026125833,0.000064885164,0.000023790379,0.0022243161,0.0005320136,0.99557066,0.0009616074,0.00004049118,0.0001989343],"study_design_scores_gemma":[0.0002761506,0.00012534151,0.0000104878245,0.00048734102,0.00034776994,0.00008613069,0.0023506493,0.000058597532,0.99129486,0.0034025253,0.0008342885,0.0007258818],"about_ca_topic_score_codex":0.0004917519,"about_ca_topic_score_gemma":0.00026497705,"teacher_disagreement_score":0.008019185,"about_ca_system_score_codex":0.00052640936,"about_ca_system_score_gemma":0.0008818527,"threshold_uncertainty_score":0.99975},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803936,0.0050510527,0.000020098734,0.00019897295,0.00019323784,0.0019598303,0.000035682417,0.000009176963,0.012138388],"genre_scores_gemma":[0.9907249,0.0015211755,0.00019337077,0.00003338156,0.000010659365,0.000058444766,0.00000518791,0.000017009652,0.007435847],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99700695,0.000043655706,0.0006883227,0.0008220876,0.0010690871,0.00036991268],"domain_scores_gemma":[0.9985691,0.0001622579,0.0004347543,0.0006241492,0.000121809506,0.00008796426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036629161,0.00032593787,0.00075127697,0.00014328402,0.00023038857,0.00001415199,0.00057418324,0.00008091729,0.000028899436],"category_scores_gemma":[0.0001842873,0.00021549151,0.00009316154,0.00071901025,0.0017290134,0.0001147157,0.0007836183,0.0001857273,0.0000047265485],"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":[0.002359989,0.0036227228,0.07176215,0.0017329849,0.008165337,0.00006652088,0.25290847,0.38597333,0.22938931,0.006711509,0.0013602739,0.03594739],"study_design_scores_gemma":[0.033357058,0.04048954,0.02282219,0.008445284,0.023465483,0.000051227857,0.314648,0.0070627304,0.42512217,0.04457368,0.06293718,0.017025467],"about_ca_topic_score_codex":0.0009515261,"about_ca_topic_score_gemma":0.0008720148,"teacher_disagreement_score":0.3789106,"about_ca_system_score_codex":0.0004504836,"about_ca_system_score_gemma":0.00007107154,"threshold_uncertainty_score":0.8787489},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57825834,0.15626177,0.00018933468,0.0024591982,0.0074701584,0.00589808,0.004474573,0.00035568592,0.24463287],"genre_scores_gemma":[0.96180785,0.013153381,0.00092894724,0.00008316909,0.00012291822,0.00012009962,0.0000140062675,0.00005726685,0.023712372],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99599,0.000019404919,0.0008724578,0.0012372767,0.0012266235,0.0006542339],"domain_scores_gemma":[0.99576586,0.0017825938,0.0005369969,0.0011418113,0.00067086413,0.00010186682],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004069528,0.0004837379,0.0011016616,0.00025562596,0.0007470355,0.00017538115,0.0019245533,0.00013695896,0.00018278013],"category_scores_gemma":[0.0017673158,0.0003266974,0.00015621274,0.0005793546,0.011109358,0.000445342,0.0008631518,0.0001392881,0.00006527295],"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":[0.0009967141,0.0004470852,0.0005582325,0.009245726,0.001254263,0.0000913827,0.03583585,0.007141221,0.8217167,0.048559267,0.0047407644,0.06941274],"study_design_scores_gemma":[0.0006756149,0.00025253888,0.00015332885,0.0024610863,0.0019093666,0.00007037422,0.008083866,0.00093428494,0.9097051,0.04270483,0.030552197,0.0024974078],"about_ca_topic_score_codex":0.00021792813,"about_ca_topic_score_gemma":0.00023915127,"teacher_disagreement_score":0.3835495,"about_ca_system_score_codex":0.00023488177,"about_ca_system_score_gemma":0.0004201201,"threshold_uncertainty_score":0.9999185},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.290887,0.11171067,0.00020854204,0.0005952308,0.0058384743,0.0011541075,0.00043828678,0.00024035721,0.5889273],"genre_scores_gemma":[0.8419011,0.055999923,0.00026286367,0.000041864852,0.0000625958,0.0000068578934,0.000023099394,0.000027803879,0.10167384],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988192,0.0000069981797,0.00035289352,0.00024303772,0.00038070697,0.00019719754],"domain_scores_gemma":[0.99920815,0.000121838995,0.00012148001,0.00021922165,0.0002856332,0.000043648222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028402745,0.00017794386,0.0002732004,0.00010220777,0.000541966,0.00004464628,0.00018272967,0.00007732342,0.000029530931],"category_scores_gemma":[0.00012038979,0.0001386652,0.000054772645,0.00026298678,0.0010714787,0.000262131,0.000050104947,0.0001375288,0.000005683735],"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":[0.00010547543,0.000080553546,0.0012428568,0.0011162824,0.0021815468,0.00001680157,0.023823341,0.5805139,0.32808733,0.0152902,0.018847378,0.028694358],"study_design_scores_gemma":[0.0018038629,0.00018376058,0.0009825939,0.0018512593,0.0014350755,0.000106887666,0.019795882,0.030764999,0.3065107,0.0074051665,0.6252137,0.003946143],"about_ca_topic_score_codex":0.00000930029,"about_ca_topic_score_gemma":0.00060166215,"teacher_disagreement_score":0.6063663,"about_ca_system_score_codex":0.00024339247,"about_ca_system_score_gemma":0.00010542749,"threshold_uncertainty_score":0.5654603},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98273367,0.007932842,0.0000021437606,0.00016788306,0.00120442,0.0005040106,0.0009398436,0.00010843837,0.006406725],"genre_scores_gemma":[0.9804365,0.0024151108,0.00007377441,0.00019987034,0.0005234677,0.000029900199,0.00048394647,0.00007371409,0.01576369],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99394614,0.0000831225,0.0011825635,0.0019194429,0.001500149,0.0013686077],"domain_scores_gemma":[0.99787915,0.00011841706,0.00044132513,0.0009684868,0.0002922936,0.0003003273],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002063747,0.0008476048,0.0015335588,0.00021305414,0.0015777808,0.00039577705,0.0008997863,0.00030214048,0.0025717642],"category_scores_gemma":[0.000116557014,0.0006199304,0.00019457664,0.00043718217,0.003497066,0.0005721096,0.0010319565,0.0003459254,0.00014705156],"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":[0.00044282776,0.00021022202,0.00009112805,0.00018091162,0.00023947521,0.00013597349,0.0050385483,0.0015136454,0.95844793,0.00023696526,0.0058066356,0.02765573],"study_design_scores_gemma":[0.004811832,0.0011870828,0.000015107715,0.00054163754,0.0024142598,0.00013624887,0.002280564,0.0020020618,0.8967872,0.012071513,0.07316313,0.004589347],"about_ca_topic_score_codex":0.00016459984,"about_ca_topic_score_gemma":0.0004887697,"teacher_disagreement_score":0.0673565,"about_ca_system_score_codex":0.00036649714,"about_ca_system_score_gemma":0.00011280754,"threshold_uncertainty_score":0.999722},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98037976,0.006651747,0.00008664068,0.00007408056,0.00013177493,0.00008899614,0.000092552364,0.000023828572,0.012470592],"genre_scores_gemma":[0.95031786,0.043063626,0.00010600655,0.000007434374,0.000054819655,0.00000595402,0.00010118693,0.000013827809,0.006329312],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895823,0.0000068429395,0.00028057327,0.00027297897,0.00033446503,0.00014689496],"domain_scores_gemma":[0.9994842,0.000043838743,0.0000693871,0.00018607278,0.00018285925,0.00003366691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036899056,0.0001479296,0.00031035367,0.00016883407,0.000094834104,0.00004648054,0.00011487679,0.00006850429,0.000041360727],"category_scores_gemma":[0.00003182516,0.00013839021,0.00001862828,0.00014075161,0.0005145485,0.0002543028,0.00011431043,0.00007150775,0.0000041480685],"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":[0.000012342692,0.000004436861,0.00051162293,0.00023699783,0.00013670143,8.279044e-7,0.0034745773,0.0004578974,0.94894665,0.00027818372,0.000043768356,0.045895975],"study_design_scores_gemma":[0.0030208007,0.0003521039,0.018218216,0.0031687652,0.001247778,0.0000075727266,0.0075152433,0.12540326,0.79633087,0.003461167,0.036960527,0.004313704],"about_ca_topic_score_codex":0.000026632239,"about_ca_topic_score_gemma":0.000025108395,"teacher_disagreement_score":0.1526158,"about_ca_system_score_codex":0.00006871093,"about_ca_system_score_gemma":0.000028570319,"threshold_uncertainty_score":0.56433886},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96621394,0.0070319995,0.000074736774,0.00023998163,0.000015913776,0.00024523027,0.00021213808,0.00007670239,0.025889345],"genre_scores_gemma":[0.9616338,0.015674284,0.004184164,0.00010412032,0.000033897086,0.00004682317,0.000110472545,0.00003913902,0.018173296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980842,0.0000058210767,0.0005035942,0.000677946,0.00042487532,0.00030359236],"domain_scores_gemma":[0.99882114,0.000048572583,0.00028987002,0.0005464756,0.00020927814,0.00008465335],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042903126,0.00026915033,0.00053248054,0.00017358676,0.0001330588,0.000022006465,0.00039033013,0.00011156976,0.000030647527],"category_scores_gemma":[0.000036398797,0.00026544573,0.000047911275,0.00038506597,0.0019631686,0.0002923168,0.00017178318,0.0002517987,0.0000024656254],"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":[0.00003181849,0.00008645209,0.005692398,0.0003085788,0.00009029096,0.0000070496008,0.0060892077,0.0017060833,0.9741527,0.00299587,0.00048433963,0.008355253],"study_design_scores_gemma":[0.00048598793,0.00008624342,0.000280948,0.0006755808,0.00011962367,0.000004322369,0.0022388678,0.0013203962,0.9544208,0.032904267,0.0063979276,0.0010650586],"about_ca_topic_score_codex":0.00013414139,"about_ca_topic_score_gemma":0.00031608253,"teacher_disagreement_score":0.029908398,"about_ca_system_score_codex":0.00028805193,"about_ca_system_score_gemma":0.00010329811,"threshold_uncertainty_score":0.9999798},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98712546,0.00252906,0.00019019078,0.00027830445,0.000038800987,0.0003486357,0.0015854029,0.000082272454,0.007821886],"genre_scores_gemma":[0.9798962,0.0083062025,0.00084392884,0.000071434755,0.000019099512,0.000030538107,0.00030469024,0.00003259181,0.010495306],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99856204,0.0000032307066,0.00038697882,0.0005270685,0.0003187858,0.00020187866],"domain_scores_gemma":[0.9990256,0.000028912616,0.00033080383,0.00033951085,0.0002247894,0.000050388735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022395594,0.0002516335,0.0005194217,0.00009346547,0.00018536185,0.000030053792,0.00020737026,0.000107343294,0.00006664761],"category_scores_gemma":[0.00003773734,0.0002266495,0.000033148626,0.00015866863,0.0016781859,0.00013075309,0.00017873287,0.00010593302,9.4464264e-7],"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":[0.0000096961585,0.000008940546,0.000032675565,0.00020233591,0.000033603086,0.0000012583906,0.000287946,0.00003731586,0.99709374,0.0006895607,0.000021371005,0.0015815377],"study_design_scores_gemma":[0.00019840187,0.0000168846,0.000041724812,0.00026772937,0.00007980175,0.0000016344387,0.00012628917,0.000020382231,0.98934615,0.0068952003,0.0026909928,0.00031479885],"about_ca_topic_score_codex":0.00003373024,"about_ca_topic_score_gemma":0.000015054944,"teacher_disagreement_score":0.0077475994,"about_ca_system_score_codex":0.00012363133,"about_ca_system_score_gemma":0.00008922239,"threshold_uncertainty_score":0.9242498},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9122153,0.0045328722,6.2596615e-7,0.0003514219,0.00009745525,0.00009972068,0.00003846895,0.000011590295,0.082652576],"genre_scores_gemma":[0.98342115,0.0055138594,0.00029161302,0.00011045831,0.000007120395,0.0000012367518,0.000005422587,0.000011680634,0.010637476],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979692,0.00001021371,0.00047635043,0.0006330793,0.0006073977,0.00030376966],"domain_scores_gemma":[0.99935246,0.000032573163,0.0002652986,0.00023120792,0.000035057816,0.00008340172],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000822689,0.00028029308,0.000528239,0.00019401986,0.00016636754,0.000034716202,0.00029016274,0.00010829108,0.00009569073],"category_scores_gemma":[0.00004205316,0.00023413966,0.00004236081,0.00038102438,0.003788336,0.00028838424,0.00050732726,0.0001647225,0.00003933281],"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":[0.00005503919,0.00025292303,0.04670324,0.0010807057,0.00007263149,0.000068169684,0.026667818,0.00030625224,0.83856064,0.0003920791,0.00027886397,0.085561655],"study_design_scores_gemma":[0.02675418,0.0029018004,0.21002209,0.027329974,0.0028043187,0.0002428102,0.078842625,0.0022037649,0.45676854,0.067569144,0.09993915,0.024621584],"about_ca_topic_score_codex":0.00017685581,"about_ca_topic_score_gemma":0.0009320893,"teacher_disagreement_score":0.38179207,"about_ca_system_score_codex":0.00021934255,"about_ca_system_score_gemma":0.00005029903,"threshold_uncertainty_score":0.99892277},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60022914,0.01253617,0.009784032,0.0032078924,0.0010588885,0.004767977,0.0008598924,0.00023348344,0.36732253],"genre_scores_gemma":[0.95640355,0.0019941295,0.0016921926,0.000054660326,0.00011103471,0.00022580166,0.00018410897,0.000038467817,0.03929607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99840695,0.000003928775,0.00040376367,0.00053487084,0.00041347652,0.00023701819],"domain_scores_gemma":[0.9984096,0.00021285357,0.000403125,0.00040196007,0.0005340052,0.000038426595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027200408,0.0002473901,0.00039898854,0.0000946789,0.00032307729,0.000016856147,0.00025046387,0.00009965169,0.0000031653105],"category_scores_gemma":[0.00034074945,0.00017948433,0.0001669357,0.00020776776,0.00058302307,0.0002959418,0.00011693053,0.00020510114,0.000001258356],"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":[0.000278773,0.00021026842,0.000003552403,0.001545316,0.0004164928,5.644887e-7,0.004936167,0.077723145,0.90272033,0.0026069852,0.0005218451,0.009036543],"study_design_scores_gemma":[0.0003033663,0.000056218887,1.9618165e-7,0.00039959676,0.00039324703,0.0000027185845,0.0030896165,0.030874373,0.941416,0.017376255,0.0056860973,0.00040228685],"about_ca_topic_score_codex":0.000014422748,"about_ca_topic_score_gemma":0.000020387462,"teacher_disagreement_score":0.3561744,"about_ca_system_score_codex":0.00032143405,"about_ca_system_score_gemma":0.0000708116,"threshold_uncertainty_score":0.73191583},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96229583,0.004969098,0.000009071694,0.000076594755,0.0011097352,0.00045073387,0.00018462687,0.00003562153,0.030868707],"genre_scores_gemma":[0.9822779,0.0030366678,0.00031852006,0.000063371815,0.00006645021,0.000016942127,0.000030679385,0.00004087124,0.014148561],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99557066,0.000052730506,0.001308919,0.0011052717,0.0013208544,0.0006415656],"domain_scores_gemma":[0.9978605,0.00012689232,0.0007235019,0.0006806789,0.00050231983,0.000106101084],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0060566845,0.0004992376,0.0014664036,0.0008508135,0.00024335647,0.00009923985,0.0006508347,0.00026358973,0.0006973167],"category_scores_gemma":[0.00021611236,0.0004332454,0.00009158394,0.00063521264,0.0020314262,0.00040329294,0.00066990335,0.00014784976,0.0000596186],"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":[0.00005792935,0.000049906837,0.000046324436,0.00034384592,0.00006436545,0.0000600988,0.002578942,0.00003640015,0.9819055,0.014079428,0.000098455326,0.00067881186],"study_design_scores_gemma":[0.0003752984,0.00008040291,0.00008146079,0.00041686388,0.00017287697,0.0000145055155,0.0012667996,0.000008960513,0.9899983,0.0064831884,0.0005029468,0.00059841777],"about_ca_topic_score_codex":0.0010331088,"about_ca_topic_score_gemma":0.0010502938,"teacher_disagreement_score":0.019982126,"about_ca_system_score_codex":0.00030643248,"about_ca_system_score_gemma":0.0002105298,"threshold_uncertainty_score":0.99981195},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86738837,0.022992672,0.0000300147,0.00018318852,0.0003721714,0.0007129703,0.0004354503,0.00012428635,0.10776088],"genre_scores_gemma":[0.9532448,0.009909077,0.000121308745,0.000018183133,0.000051114886,0.00003813783,0.00006578159,0.00009477461,0.036456794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9953985,0.000025346297,0.00094596663,0.0013147636,0.0015331779,0.0007822306],"domain_scores_gemma":[0.9973801,0.0004710731,0.00047061805,0.0009946075,0.000489966,0.00019364829],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018450904,0.0007269227,0.0018597186,0.00051804224,0.00027166642,0.000024957262,0.00073258183,0.00029049025,0.000029854053],"category_scores_gemma":[0.0009928249,0.0006415197,0.00030395706,0.0010682346,0.0020968784,0.00054302806,0.0006876727,0.00060633203,0.000026549233],"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":[0.00019807386,0.0003552878,0.0025146166,0.0018162038,0.0030630045,0.00015785857,0.011907614,0.00037181276,0.9340409,0.0005063172,0.0009845268,0.044083804],"study_design_scores_gemma":[0.0015184032,0.00017856315,0.0002536911,0.00252194,0.00281282,0.00006372647,0.0050362437,0.00057586853,0.9427854,0.0003631419,0.040531248,0.0033589774],"about_ca_topic_score_codex":0.0008165344,"about_ca_topic_score_gemma":0.00044283216,"teacher_disagreement_score":0.08585646,"about_ca_system_score_codex":0.0007350591,"about_ca_system_score_gemma":0.00013107836,"threshold_uncertainty_score":0.9996036},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8471914,0.042523567,0.0000104430665,0.00036479475,0.0013742162,0.0007053601,0.00016702001,0.00009624233,0.10756698],"genre_scores_gemma":[0.9744693,0.0061481316,0.00071816734,0.000071256705,0.00005504252,0.000015394267,0.000010673242,0.000037565816,0.018474441],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9944454,0.000033496544,0.0011640192,0.0016956577,0.0019008759,0.0007605565],"domain_scores_gemma":[0.9967915,0.0003615353,0.0008132162,0.0010313797,0.0007713844,0.00023097637],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031195197,0.00061801914,0.0017242235,0.0005074801,0.00054550817,0.0002236694,0.0013346935,0.00021404789,0.0002462708],"category_scores_gemma":[0.0011902091,0.00054407894,0.00009253774,0.0007741347,0.011557517,0.0007597897,0.001996219,0.00027389437,0.00014763004],"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":[0.00020311588,0.0004343387,0.004458756,0.004220286,0.00036625448,0.00021620002,0.050163973,0.00038429102,0.90057105,0.022910612,0.0059574386,0.010113673],"study_design_scores_gemma":[0.0018041232,0.0010245387,0.0007948999,0.0034503173,0.0013964489,0.00037783277,0.016180659,0.0008205246,0.92628425,0.030340467,0.013009905,0.0045160186],"about_ca_topic_score_codex":0.0002498586,"about_ca_topic_score_gemma":0.00020846965,"teacher_disagreement_score":0.12727796,"about_ca_system_score_codex":0.0003019213,"about_ca_system_score_gemma":0.0003941152,"threshold_uncertainty_score":0.9997011},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95498544,0.008317855,0.00008061778,0.000049668688,0.00014229809,0.00053676794,0.000025168354,0.000052858453,0.03580931],"genre_scores_gemma":[0.97615594,0.0022438378,0.0019192923,0.000029510236,0.00005116744,0.00003543519,0.000026215326,0.00008149319,0.019457106],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9965715,0.0000080673635,0.00078374223,0.0010340014,0.0009921313,0.00061055954],"domain_scores_gemma":[0.99843496,0.00018232135,0.00025950526,0.00049380166,0.00041093904,0.00021848395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017751053,0.0005301419,0.0012991528,0.000781903,0.00023262878,0.000018053155,0.00046472735,0.00016466535,0.000012088909],"category_scores_gemma":[0.00048448166,0.00047237787,0.00010260621,0.0010895429,0.0009776367,0.00027563714,0.000999925,0.0003574282,0.000011638481],"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":[0.000059076974,0.000045113717,0.00019990891,0.0010673907,0.0014840468,0.00007912498,0.032705247,0.0014272513,0.92323714,0.00032451065,0.000010721716,0.039360475],"study_design_scores_gemma":[0.00039882126,0.00004988077,0.00003114037,0.0010498684,0.00037667982,0.000058169797,0.0036640696,0.00041565314,0.99022615,0.00010959893,0.002668661,0.00095127925],"about_ca_topic_score_codex":0.000206466,"about_ca_topic_score_gemma":0.00046536746,"teacher_disagreement_score":0.06698904,"about_ca_system_score_codex":0.0007007749,"about_ca_system_score_gemma":0.00023698031,"threshold_uncertainty_score":0.9997728},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96049124,0.022835974,0.000021401394,0.00037706157,0.00033758022,0.00023379964,0.00009826101,0.00005356002,0.015551111],"genre_scores_gemma":[0.98329014,0.005147369,0.00013042492,0.000020063728,0.000035426317,0.000007963913,0.000094613155,0.000018826804,0.011255194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982,0.000004694158,0.0004178173,0.0006581782,0.000501714,0.00021762535],"domain_scores_gemma":[0.99877965,0.000075463,0.00020551129,0.00032886126,0.000539291,0.000071236645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033939446,0.000271806,0.00062430796,0.00023382164,0.00012029017,0.000029142104,0.000190862,0.00011725846,0.00008438604],"category_scores_gemma":[0.00047998858,0.00022704336,0.00006854849,0.00059038046,0.0013049917,0.00024300335,0.00016819005,0.0003233568,0.0000051177817],"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":[0.000057584257,0.00008046299,0.0005712734,0.00026698166,0.0009597579,0.000011740876,0.0071865073,0.00040231424,0.9757711,0.0008277673,0.0007797806,0.013084672],"study_design_scores_gemma":[0.0011894519,0.00009425815,0.00040213676,0.0015035495,0.001632472,0.000045956123,0.022535313,0.0029998687,0.9417213,0.0035624753,0.022217313,0.0020958774],"about_ca_topic_score_codex":0.00025815747,"about_ca_topic_score_gemma":0.00018109819,"teacher_disagreement_score":0.03404983,"about_ca_system_score_codex":0.00019357569,"about_ca_system_score_gemma":0.000078600366,"threshold_uncertainty_score":0.925856},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68150127,0.11698534,0.000019410798,0.0012566727,0.0042375526,0.0011803549,0.00031644996,0.00028221367,0.1942207],"genre_scores_gemma":[0.5713113,0.031969424,0.0012238562,0.0015831927,0.00032853766,0.00012681166,0.00016416678,0.00021667055,0.39307606],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.994567,0.00008161434,0.0009804206,0.0017868578,0.001736881,0.0008472473],"domain_scores_gemma":[0.997218,0.00013427087,0.0005183147,0.0011165533,0.00078256783,0.00023028156],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003928382,0.00073228445,0.0015651071,0.00043026038,0.0009991509,0.00031550805,0.0008375798,0.0002699171,0.003515527],"category_scores_gemma":[0.0005623393,0.0006133102,0.0001963439,0.00069035357,0.004800528,0.00048942224,0.0007184763,0.0002825076,0.00052309467],"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":[0.00024044291,0.00028049134,0.0005740671,0.0010559555,0.0008998629,0.0004802892,0.011131297,0.0001729961,0.9258103,0.03453083,0.017844733,0.0069787446],"study_design_scores_gemma":[0.0039751465,0.0008214876,0.00041035464,0.0012794561,0.0038513236,0.0006349603,0.01292235,0.000052602016,0.46139967,0.044107113,0.46234787,0.0081976745],"about_ca_topic_score_codex":0.000117821066,"about_ca_topic_score_gemma":0.00020807068,"teacher_disagreement_score":0.46441063,"about_ca_system_score_codex":0.00066548574,"about_ca_system_score_gemma":0.00057314866,"threshold_uncertainty_score":0.9996318},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902156,0.004887784,0.00003316347,0.00019297782,0.00039164856,0.00042062323,0.00019520169,0.000058852824,0.0036041315],"genre_scores_gemma":[0.9793919,0.002820928,0.001585901,0.0004462913,0.000117895375,0.00003484565,0.0008371058,0.00007184995,0.014693331],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962607,0.00002169346,0.0006538752,0.0012899501,0.0010956748,0.00067809824],"domain_scores_gemma":[0.9982441,0.00008266318,0.00046655722,0.00048322428,0.0005496945,0.00017373859],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021081094,0.00053968956,0.0010171465,0.0003929047,0.00077708677,0.0001426564,0.00039115536,0.00020146526,0.00024551144],"category_scores_gemma":[0.00010087933,0.00040526534,0.000051617397,0.00043440814,0.0029345618,0.00046225192,0.00071315136,0.00016669363,0.000026114141],"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":[0.0010788015,0.00049681845,0.012111846,0.0012492671,0.001307925,0.0017073264,0.0118782455,0.000058033365,0.92789656,0.018927401,0.0010145551,0.022273231],"study_design_scores_gemma":[0.013596823,0.0032480883,0.04435658,0.0063298163,0.0062929913,0.0019800542,0.016918106,0.0006925802,0.7812377,0.02448938,0.08320668,0.017651174],"about_ca_topic_score_codex":0.00007295591,"about_ca_topic_score_gemma":0.0006571364,"teacher_disagreement_score":0.14665882,"about_ca_system_score_codex":0.00017732836,"about_ca_system_score_gemma":0.00030688228,"threshold_uncertainty_score":0.9998399},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12909597,0.096652456,0.0010806834,0.0018111491,0.00047002675,0.00071935845,0.00013574392,0.00048278933,0.7695518],"genre_scores_gemma":[0.71334964,0.03365782,0.005427339,0.0002728273,0.00022912776,0.00006509512,0.000027054857,0.00019024314,0.24678084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99654293,0.000010150196,0.00056154537,0.001259031,0.001003903,0.00062244287],"domain_scores_gemma":[0.9974647,0.0003630452,0.00038592462,0.0010985255,0.0005196401,0.00016814533],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077781006,0.0005866622,0.0010257813,0.00027924025,0.000778424,0.0001552233,0.0007917534,0.00049512973,0.001202125],"category_scores_gemma":[0.00048797505,0.00048167826,0.00009573608,0.0014195965,0.0024570823,0.0002979992,0.0005800183,0.0012377503,0.00005687054],"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":[0.00012673892,0.00067911117,0.0021628886,0.0035986286,0.009699892,0.0003135663,0.02432487,0.0016575849,0.53669125,0.24002454,0.005130955,0.17559],"study_design_scores_gemma":[0.0019363307,0.00026049803,0.0001006694,0.01294499,0.0066886316,0.00023447479,0.033642445,0.0015687583,0.5226134,0.0364422,0.3735724,0.009995182],"about_ca_topic_score_codex":0.000022539494,"about_ca_topic_score_gemma":0.00003318406,"teacher_disagreement_score":0.58425367,"about_ca_system_score_codex":0.00028118538,"about_ca_system_score_gemma":0.00016955672,"threshold_uncertainty_score":0.9997635},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7439062,0.11207796,0.000035358942,0.0008119014,0.00014876186,0.000108379085,0.00016194092,0.000083926694,0.14266558],"genre_scores_gemma":[0.967021,0.010741093,0.00052073965,0.000028594972,0.000041535062,0.000011310559,0.000009123666,0.000015017468,0.021611605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998162,0.000002425529,0.00038261828,0.00076133874,0.00036919926,0.000322422],"domain_scores_gemma":[0.9990092,0.00010524522,0.00025565337,0.0002491787,0.00030005132,0.000080674756],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00061350473,0.00029894887,0.00080733787,0.00018498466,0.00033925174,0.000044734792,0.0002443772,0.00013957782,0.000019164105],"category_scores_gemma":[0.00021834062,0.0002283203,0.00012017977,0.00018116602,0.0027675577,0.00012671895,0.0002360703,0.00015240858,9.0571547e-7],"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":[0.0005230103,0.00043394076,0.020943591,0.012657401,0.004680877,0.000152353,0.0172069,0.00059283565,0.55582935,0.18342261,0.0001089351,0.20344824],"study_design_scores_gemma":[0.0070482856,0.0012294438,0.0005118792,0.014135315,0.005315436,0.00013066255,0.020725964,0.001631994,0.687254,0.23199297,0.022172825,0.0078511955],"about_ca_topic_score_codex":0.00003521695,"about_ca_topic_score_gemma":0.000034153276,"teacher_disagreement_score":0.22311479,"about_ca_system_score_codex":0.00011043216,"about_ca_system_score_gemma":0.00009357758,"threshold_uncertainty_score":0.99994636},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97595644,0.011541301,0.000024196246,0.0002375091,0.000504584,0.0006080048,0.00021606179,0.00004989693,0.010862018],"genre_scores_gemma":[0.9810501,0.004445247,0.00050309044,0.00019977464,0.000053260854,0.00003399185,0.000060366594,0.000053619584,0.013600569],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9952659,0.000055063858,0.0010203235,0.0015564314,0.0014126846,0.00068961276],"domain_scores_gemma":[0.9975319,0.00010435297,0.00057504326,0.0010377113,0.0004936956,0.00025730763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019066744,0.0006713991,0.0014826135,0.0005824214,0.00038107153,0.00021993632,0.0007962993,0.00021915132,0.00034819325],"category_scores_gemma":[0.00036939164,0.00058915466,0.00014337193,0.0007247865,0.0022772145,0.0005950054,0.0011433418,0.00016901933,0.00012316403],"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":[0.00004066313,0.00005756969,0.00009051023,0.00032032316,0.00015509714,0.000048949863,0.0028410899,0.00003784812,0.9912745,0.0010738656,0.0010002911,0.0030592901],"study_design_scores_gemma":[0.00040784306,0.00016408741,0.00020368278,0.0003668627,0.00056966237,0.000020774785,0.0009641843,0.000038362617,0.9923042,0.001247896,0.002742441,0.000970022],"about_ca_topic_score_codex":0.00022350458,"about_ca_topic_score_gemma":0.00016039066,"teacher_disagreement_score":0.0070960545,"about_ca_system_score_codex":0.00021155691,"about_ca_system_score_gemma":0.00015819265,"threshold_uncertainty_score":0.99965596},"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":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009762736,0.011634728,0.00007996323,0.00030526455,0.00034992574,0.00081906386,0.00009706265,0.00031142292,0.9766398],"genre_scores_gemma":[0.42023203,0.016815985,0.0042432114,0.0008508392,0.00012678848,0.00026318655,0.00024931994,0.00015748187,0.55706114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955408,0.00002991907,0.0008916143,0.0016665319,0.0011755618,0.00069559977],"domain_scores_gemma":[0.99643433,0.00026387634,0.00045686594,0.0012383385,0.0014971804,0.00010940147],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013935673,0.000767907,0.0015339474,0.0012850179,0.00045787275,0.00008218128,0.0010968499,0.00028701787,0.00011179362],"category_scores_gemma":[0.0005962677,0.0007002702,0.00019733774,0.0030898154,0.0047446876,0.00055057567,0.001438232,0.0006049714,0.000048474456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005526123,0.00061154744,0.001601413,0.0026610477,0.012679297,0.00096254144,0.061349493,0.0052171703,0.04401632,0.46288553,0.021098845,0.3863642],"study_design_scores_gemma":[0.0020694358,0.00046771942,0.00018529312,0.0031888562,0.0029256109,0.000049759987,0.019212557,0.00087264134,0.30416104,0.110243164,0.54891056,0.0077133453],"about_ca_topic_score_codex":0.0009096366,"about_ca_topic_score_gemma":0.0012986608,"teacher_disagreement_score":0.5278117,"about_ca_system_score_codex":0.0009080741,"about_ca_system_score_gemma":0.00045416618,"threshold_uncertainty_score":0.99954486},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8990263,0.057890404,0.000027212309,0.00015470067,0.0006355732,0.00058921904,0.00061552116,0.00018498898,0.040876128],"genre_scores_gemma":[0.9671656,0.027237823,0.000035276564,0.000009899815,0.000026543137,0.00000972219,0.00008072217,0.00004371808,0.005390701],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99752814,0.000010518032,0.0007192873,0.00067902013,0.0007025693,0.00036044285],"domain_scores_gemma":[0.99896556,0.00007708507,0.00023176846,0.0003926824,0.00024569983,0.00008720701],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058635516,0.00044851273,0.0010090999,0.00040364216,0.00028228207,0.00006536541,0.00022794622,0.0001331038,0.0000282505],"category_scores_gemma":[0.000085648004,0.00041931964,0.00008777377,0.0004464875,0.0016759764,0.00026319866,0.0003109655,0.00014976028,0.000007448249],"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":[0.00037190013,0.000847727,0.014120695,0.017633498,0.028200423,0.00057872897,0.13723253,0.05158397,0.5481803,0.009339633,0.052618895,0.13929172],"study_design_scores_gemma":[0.007338676,0.00077148713,0.0030282883,0.0075728954,0.0152169755,0.00038110127,0.015364547,0.07911265,0.7481521,0.012826417,0.09239168,0.01784323],"about_ca_topic_score_codex":0.000045713947,"about_ca_topic_score_gemma":0.000094319155,"teacher_disagreement_score":0.19997177,"about_ca_system_score_codex":0.00017201534,"about_ca_system_score_gemma":0.000022678425,"threshold_uncertainty_score":0.99982584},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750555,0.004910965,0.0006379583,0.00007593972,0.00009907157,0.0007164251,0.00011462674,0.00008051766,0.018308988],"genre_scores_gemma":[0.98775727,0.0021951448,0.00019772141,0.000009691192,0.000023259117,0.000041616262,0.00001350879,0.00004834278,0.009713438],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973096,0.000016230462,0.00046909545,0.0010227654,0.000556169,0.00062610157],"domain_scores_gemma":[0.9982006,0.0008301412,0.00018711721,0.00040319242,0.00026419578,0.00011474983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017600567,0.0004611568,0.0010174656,0.00036032262,0.0002801875,0.000034308956,0.00024832826,0.0002329215,0.0000026352502],"category_scores_gemma":[0.0013273705,0.00044906596,0.00010798247,0.0007906171,0.00073428283,0.00038611938,0.000383839,0.00048599197,0.0000010244319],"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":[0.00031806156,0.00033306747,0.021280413,0.0022761337,0.001519079,0.000081386796,0.020438598,0.8195273,0.10534998,0.00482332,0.00008181115,0.023970796],"study_design_scores_gemma":[0.00069863605,0.000049334696,0.00018776617,0.00046707565,0.00047513234,0.000027529539,0.00071734254,0.97488123,0.014912407,0.005894419,0.00040989628,0.0012792094],"about_ca_topic_score_codex":0.0008607735,"about_ca_topic_score_gemma":0.0037311774,"teacher_disagreement_score":0.1553539,"about_ca_system_score_codex":0.0010050945,"about_ca_system_score_gemma":0.000217008,"threshold_uncertainty_score":0.9997961},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545603,0.021535361,0.000002458032,0.00030194683,0.00033462475,0.00038668574,0.000100255194,0.00005088127,0.022727536],"genre_scores_gemma":[0.96939945,0.010276806,0.00013643994,0.000051501356,0.00003540394,0.000018514516,0.000003858301,0.000036020298,0.020042017],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9964297,0.000037544814,0.0008615461,0.001122711,0.0010565821,0.0004919338],"domain_scores_gemma":[0.997952,0.00014370368,0.00046387958,0.00078367646,0.0005152126,0.0001415151],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002163662,0.0004832486,0.0014327881,0.0003029968,0.0003660167,0.00013567256,0.00065953576,0.00017675108,0.00017908761],"category_scores_gemma":[0.0006839729,0.00036447795,0.000092090864,0.00035830733,0.0052941195,0.0004661813,0.00094037235,0.00014642329,0.00005186801],"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":[0.00007773308,0.00011018059,0.00010959929,0.0016002695,0.0003376095,0.00004912363,0.0065104743,0.00008250511,0.98127735,0.0052007753,0.00034119282,0.004303175],"study_design_scores_gemma":[0.00044247537,0.00016127664,0.000113597634,0.0015023523,0.001274315,0.000049633763,0.003076277,0.00019039077,0.98824704,0.0021366547,0.0012751671,0.0015308356],"about_ca_topic_score_codex":0.0002441118,"about_ca_topic_score_gemma":0.000105454834,"teacher_disagreement_score":0.014839188,"about_ca_system_score_codex":0.00015307474,"about_ca_system_score_gemma":0.00016012801,"threshold_uncertainty_score":0.99988073},"labels":[],"label_agreement":null}]}