{"meta":{"query_hash":"4f42da1eb4b8","filters":{"venue":"ASME Press eBooks"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/4f42da1eb4b8","api":"https://metacan.xera.ac/api/v1/cohort?venue=ASME+Press+eBooks"},"results":[{"id":"W1002794089","doi":"10.1115/1.860151_ch76","title":"A Comparison of Fixed and Variable Block Allocation in Two Java Virtual Machines","year":2012,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Heap (data structure); Computer science; Java; Oracle; Block size; Parallel computing; Block (permutation group theory); Operating system; Java concurrency; Virtual machine; Algorithm; Programming language; Mathematics; Real time Java; Key (lock); Combinatorics","score_opus":0.032012412199013456,"score_gpt":0.2796257820484839,"score_spread":0.2476133698494704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1002794089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69116336,0.012771169,0.11330208,0.0007562921,0.00076884107,0.00017190728,0.00064301316,0.0052910456,0.17513226],"genre_scores_gemma":[0.9412522,0.0013407941,0.036274053,0.00014036938,0.000048342758,0.00008190211,0.00066260126,0.0005260078,0.01967374],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901795,0.0002766116,0.000041753185,0.000093320676,0.00040008375,0.00017026698],"domain_scores_gemma":[0.99898165,0.0005360345,0.00005343023,0.00015715255,0.00020201315,0.00006964191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066039775,0.00028487298,0.00034181896,0.00046577683,0.00041144958,0.001133549,0.0011809287,0.00034980057,0.0044182483],"category_scores_gemma":[0.0022904193,0.00015141859,0.00018909454,0.0010055423,0.00038559994,0.0015052676,0.00047013332,0.00037650095,0.00077746075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059062014,0.00052411645,0.0077528455,0.0010385338,0.00009601629,0.0003289322,0.0008647056,0.07446423,0.06341792,0.062080044,0.023482192,0.7600443],"study_design_scores_gemma":[0.0008120787,0.003091504,0.05546203,0.00033670897,0.00035713625,0.0011834768,0.0013175663,0.4134307,0.17717752,0.032617662,0.3139922,0.00022140713],"about_ca_topic_score_codex":0.0040881997,"about_ca_topic_score_gemma":0.0037371172,"teacher_disagreement_score":0.0044182483,"about_ca_system_score_codex":0.0011281917,"about_ca_system_score_gemma":0.0007520614,"threshold_uncertainty_score":0.014780521},"labels":[],"label_agreement":null},{"id":"W141916665","doi":"10.1115/1.802953.paper31","title":"The Impact of Long-Term Memory in the Iterated Prisoner's Dilemma","year":2009,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Prisoner's dilemma; Term (time); Dilemma; Iterated function; Computer science; Psychology; Mathematics; Epistemology; Philosophy; Physics","score_opus":0.03792011665797743,"score_gpt":0.3216290018429786,"score_spread":0.28370888518500115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W141916665","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2540934,0.020396186,0.22204648,0.012999186,0.00088909693,0.00007458693,0.00010104228,0.00021798516,0.48918208],"genre_scores_gemma":[0.96611595,0.0025516187,0.012254341,0.00033497988,0.00015549661,0.00006616167,0.000017615295,0.000022225047,0.018481728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996113,0.00021989254,0.000011458592,0.00004344538,0.00007673565,0.000037240625],"domain_scores_gemma":[0.99855953,0.0011740018,0.00007044434,0.000065774846,0.000056419784,0.00007375508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008141296,0.00029239914,0.00025204898,0.00019273422,0.0005226284,0.0019265283,0.0007051095,0.0010220264,0.0026148802],"category_scores_gemma":[0.0027572028,0.00016541113,0.00027266573,0.0002096531,0.0022962103,0.0030592342,0.000907608,0.0013359931,0.00030109336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048975737,0.000026718533,0.00026341694,0.00006315058,0.000013373995,0.00018411242,0.0003389488,0.015170999,0.0011674323,0.9549953,0.001824353,0.025903285],"study_design_scores_gemma":[0.000023943656,0.00007910791,0.0003705101,0.000041826235,0.00001493548,0.0001381366,0.00011579926,0.042911522,0.0006141603,0.94693786,0.008735587,0.000016542874],"about_ca_topic_score_codex":0.0006407214,"about_ca_topic_score_gemma":0.0006002059,"teacher_disagreement_score":0.0026148802,"about_ca_system_score_codex":0.0009787659,"about_ca_system_score_gemma":0.000618632,"threshold_uncertainty_score":0.008747637},"labels":[],"label_agreement":null},{"id":"W1584380365","doi":"10.1115/1.859599.paper24","title":"Using Evolvable Regressors to Partition Data","year":2010,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Partition (number theory); Computer science; Data set; Data mining; Process (computing); Set (abstract data type); Artificial intelligence; Mathematics; Combinatorics","score_opus":0.1772480937848931,"score_gpt":0.3245944538905887,"score_spread":0.14734636010569563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584380365","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052377056,0.00037593063,0.94454277,0.00030171362,0.000030453868,0.000066960274,0.00006588702,0.00063238665,0.0016069089],"genre_scores_gemma":[0.39199534,0.00039620482,0.6015397,0.00032132276,0.000047061905,0.00027941886,0.00047484174,0.00039653026,0.004549582],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987398,0.0005199363,0.00007326696,0.00028516367,0.00027707944,0.00010483194],"domain_scores_gemma":[0.99712783,0.001811441,0.00019422235,0.00041635675,0.00034168514,0.00010836711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031088812,0.0011044608,0.00106215,0.0012541739,0.00068928994,0.0014957336,0.0019445561,0.0010095013,0.0015514194],"category_scores_gemma":[0.00812746,0.0007356773,0.0012858987,0.00097424473,0.0016570173,0.0024043429,0.0024998982,0.0019598922,0.0005560266],"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":[0.00011560374,0.00007182937,0.0039052505,0.00008486085,0.00015387667,0.00010004832,0.00052982196,0.8135145,0.008997319,0.030736955,0.0008507011,0.1409393],"study_design_scores_gemma":[0.000012820699,0.000043589647,0.0002633306,0.000018784685,0.00001833757,0.000040189883,0.00004852057,0.97733134,0.0033098336,0.017549751,0.0013504139,0.000013043403],"about_ca_topic_score_codex":0.0028006567,"about_ca_topic_score_gemma":0.003215295,"teacher_disagreement_score":0.0031088812,"about_ca_system_score_codex":0.0012776284,"about_ca_system_score_gemma":0.0009202689,"threshold_uncertainty_score":0.016441464},"labels":[],"label_agreement":null},{"id":"W2148779162","doi":"10.1115/1.802977.paper218","title":"Information Literacy Training of Public Libraries: A Case from Canada","year":2009,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information literacy; Focus group; Medical education; Quality (philosophy); Literacy; Training (meteorology); Public relations; Order (exchange); Psychology; Political science; Pedagogy; Sociology; Business; Medicine","score_opus":0.05450687624615014,"score_gpt":0.25878301659389435,"score_spread":0.20427614034774422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148779162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90705925,0.0017477095,0.0006068919,0.017545022,0.000090491114,0.00013110471,0.00017646443,0.00007541077,0.072567634],"genre_scores_gemma":[0.9780573,0.0018861438,0.00082284,0.002286275,0.000041697378,0.000030898715,0.000056953893,0.00003110155,0.01678672],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99683964,0.000492496,0.00007673153,0.0001152072,0.00080971705,0.0016661593],"domain_scores_gemma":[0.99522346,0.001156557,0.00033565346,0.00013007507,0.0012315583,0.0019227031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011493148,0.0004184441,0.00036295838,0.0015804545,0.025889136,0.003944513,0.0020710407,0.0023731457,0.0045449403],"category_scores_gemma":[0.006144201,0.0004320329,0.00031802958,0.0051478613,0.003772013,0.0013677889,0.0029147367,0.0022541734,0.00043960087],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024751708,0.0010789203,0.08639493,0.0009244439,0.000038093818,0.19474526,0.47703555,0.0018467952,0.0023454065,0.030890768,0.046108697,0.1583437],"study_design_scores_gemma":[0.000046770074,0.00019025631,0.060894784,0.0008486636,0.00006966827,0.040116116,0.6847857,0.00165184,0.0020437771,0.002066335,0.20715542,0.00013064471],"about_ca_topic_score_codex":0.96340895,"about_ca_topic_score_gemma":0.9866377,"teacher_disagreement_score":0.081985675,"about_ca_system_score_codex":0.081985675,"about_ca_system_score_gemma":0.1118994,"threshold_uncertainty_score":0.5948505},"labels":[],"label_agreement":null},{"id":"W2150337095","doi":"10.1115/1.861981_ch2","title":"Section VII—Recommended Guidelines for the Care of Power Boilers","year":2019,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boiler (water heating); Engineering; Waste management; Combustion; Pulverized coal-fired boiler; Coal; Process engineering; Chemistry","score_opus":0.06183732085081241,"score_gpt":0.28489456542195957,"score_spread":0.22305724457114717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150337095","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004386418,0.04725166,0.18634166,0.03260406,0.032020297,0.0055906745,0.0076062614,0.01476042,0.6694386],"genre_scores_gemma":[0.024264585,0.04510635,0.24531259,0.018508801,0.0053705266,0.0057165683,0.013936856,0.0036199924,0.6381638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99150145,0.0019504344,0.0010945322,0.00038061666,0.004658588,0.00041438645],"domain_scores_gemma":[0.9862679,0.0020748805,0.0007439016,0.0009329691,0.009567954,0.00041250157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005397285,0.0018988204,0.0010158477,0.0028705618,0.0020476056,0.0030277616,0.004323175,0.006284039,0.077848606],"category_scores_gemma":[0.017131215,0.001259275,0.0007783467,0.0020523553,0.0013209733,0.0026522698,0.0017068004,0.0038746912,0.09603207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006668502,0.00014827288,0.00046637165,0.0008947237,0.000008430905,0.00030738272,0.00042560152,0.0015604371,0.0040537044,0.014290161,0.7870489,0.19072933],"study_design_scores_gemma":[0.000006210945,0.000034331693,0.00034754293,0.00057759084,0.0000030035483,0.00011222392,0.00008972067,0.00019538407,0.000581583,0.0014251712,0.9966119,0.000015407004],"about_ca_topic_score_codex":0.010334476,"about_ca_topic_score_gemma":0.013963541,"teacher_disagreement_score":0.077848606,"about_ca_system_score_codex":0.0019198194,"about_ca_system_score_gemma":0.006069655,"threshold_uncertainty_score":0.26042956},"labels":[],"label_agreement":null},{"id":"W3032419879","doi":"10.1115/1.862032_ch3","title":"Nuclear Fuel Cycle","year":2020,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Uranium; Natural uranium; Nuclear power; Fissile material; Uranium oxide; Commodity; Enriched uranium; Nuclear fuel cycle; Nuclear fuel; Environmental science; Thorium fuel cycle; MOX fuel; Fuel cycle; Waste management; Chemistry; Nuclear chemistry; Business; Nuclear physics; Engineering; Metallurgy; Materials science; Physics","score_opus":0.03931398793267223,"score_gpt":0.2144055112044949,"score_spread":0.17509152327182265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032419879","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086104136,0.00708598,0.0012144484,0.0005171118,0.00041978215,0.000040007348,0.0015407124,0.00024793757,0.98807293],"genre_scores_gemma":[0.016568076,0.011288133,0.0023767236,0.0005158383,0.00010618189,0.00005270279,0.0021536404,0.00024091468,0.9666978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997857,0.000010330849,0.000004459774,0.000029386492,0.0001502202,0.000019997922],"domain_scores_gemma":[0.9998863,0.0000070926985,0.0000031606398,0.000016353775,0.00007604258,0.000010994536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001827208,0.00047179527,0.00036272733,0.0012118449,0.0011723802,0.00151783,0.00083659875,0.0008165844,0.13281867],"category_scores_gemma":[0.00037220278,0.00017149434,0.00019433911,0.001672497,0.0003313794,0.0011632922,0.00072134554,0.00078166067,0.06440798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057255125,0.000046512985,0.00022594343,0.00046750045,0.0000069048606,0.00012406433,0.00013382836,0.00079595216,0.0031905822,0.13258731,0.4764432,0.38592097],"study_design_scores_gemma":[0.0000010607413,0.0000042647985,0.0000631028,0.000045875047,5.843657e-7,0.00004779822,0.000011719537,0.00003855407,0.00031938637,0.002258692,0.9972064,0.0000023752327],"about_ca_topic_score_codex":0.015089528,"about_ca_topic_score_gemma":0.023339262,"teacher_disagreement_score":0.13281867,"about_ca_system_score_codex":0.0021794788,"about_ca_system_score_gemma":0.001655081,"threshold_uncertainty_score":0.4443227},"labels":[],"label_agreement":null},{"id":"W31430003","doi":"10.1115/1.802908.paper67","title":"The Layered Insulation Model and Mean Apparent Thermal Conductivity of an Environmental Friendly Polyurethane Foam at Low Temperatures","year":2009,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thermal conductivity; Polyurethane; Materials science; Composite material; Blowing agent; Thermal insulation; Thermal; Vacuum insulated panel; Heat transfer; Thermodynamics","score_opus":0.0195063418253101,"score_gpt":0.22551630752201246,"score_spread":0.20600996569670235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31430003","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21435234,0.006234279,0.74486727,0.00035348168,0.0002436019,0.00007029129,0.00025018724,0.0008267414,0.032801785],"genre_scores_gemma":[0.91511095,0.002556053,0.06571851,0.000059812046,0.00005284343,0.00010492937,0.00019503696,0.00008299155,0.016118895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999106,0.000013602496,0.0000037686266,0.000025718398,0.00003737454,0.000008810367],"domain_scores_gemma":[0.99993813,0.000025975958,0.00000793524,0.000008919908,0.00001577986,0.0000032973555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010979121,0.00041064064,0.00028877487,0.00038291467,0.00012537875,0.00038213943,0.00048417502,0.00045730328,0.00065760163],"category_scores_gemma":[0.0002053569,0.00019317745,0.00045792182,0.00024875085,0.00035464996,0.0009298172,0.00018036355,0.00052371854,0.00033484027],"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":[0.00016045524,0.00013460215,0.0011086843,0.0007168055,0.000045021454,0.0008029766,0.0004456045,0.21899953,0.52884334,0.13978252,0.0028820958,0.10607837],"study_design_scores_gemma":[0.00000763261,0.00020824667,0.0012507032,0.00004418054,0.0000325006,0.00083824736,0.000057649,0.8616531,0.0898137,0.03294494,0.013095937,0.00005322867],"about_ca_topic_score_codex":0.0003507128,"about_ca_topic_score_gemma":0.00024022978,"teacher_disagreement_score":0.00065760163,"about_ca_system_score_codex":0.00027834077,"about_ca_system_score_gemma":0.00024439284,"threshold_uncertainty_score":0.0021998286},"labels":[],"label_agreement":null},{"id":"W34670487","doi":"10.1115/1.802717.ch66","title":"Some Aspects of Russian Regulation and Codes in Nuclear Power","year":2009,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); China; Nuclear power; Perspective (graphical); Graphics; Political science; Engineering; Computer science; Law; Physics; Programming language; Nuclear physics; Computer graphics (images); Artificial intelligence","score_opus":0.012558164708933128,"score_gpt":0.19977486200647912,"score_spread":0.187216697297546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34670487","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060740523,0.024886342,0.0034483995,0.0029036456,0.00071819976,0.000016761152,0.000053352043,0.000060032937,0.96183926],"genre_scores_gemma":[0.15812069,0.043096405,0.003267603,0.0022394664,0.0009365116,0.0000956508,0.00023261207,0.00015485863,0.7918562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960357,0.000108912835,0.0000178226,0.00004347306,0.00018133686,0.000044859546],"domain_scores_gemma":[0.99989474,0.00004067542,0.000011318533,0.000011943393,0.000036106878,0.0000051578336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038176784,0.00033776218,0.00018328652,0.0006538025,0.0013860652,0.0015907359,0.00032306695,0.0007379379,0.0054723155],"category_scores_gemma":[0.0005389937,0.0002124125,0.00026135796,0.00089498353,0.001712397,0.0011373818,0.00060030347,0.0014736273,0.0028320812],"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":[0.000008946331,0.000015966762,0.00011035363,0.00007319977,0.000002181745,0.0000845679,0.0017791576,0.0007631651,0.0005824105,0.9304015,0.031358574,0.034819968],"study_design_scores_gemma":[0.0000018843922,0.000021619573,0.0006793005,0.00017756653,0.00000346195,0.000118550204,0.00033583795,0.0003246871,0.00039545423,0.07445839,0.92347616,0.0000070291844],"about_ca_topic_score_codex":0.005456037,"about_ca_topic_score_gemma":0.005012712,"teacher_disagreement_score":0.0054723155,"about_ca_system_score_codex":0.0021963166,"about_ca_system_score_gemma":0.0015164901,"threshold_uncertainty_score":0.018306673},"labels":[],"label_agreement":null},{"id":"W4230278429","doi":"10.1115/1.802717.ch48","title":"Canadian Boiler and Pressure Vessel Standards","year":2009,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boiler (water heating); Pressure vessel; Environmental science; Nuclear engineering; Waste management; Engineering; Mechanical engineering","score_opus":0.011581068561720937,"score_gpt":0.2089054790120941,"score_spread":0.19732441045037316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230278429","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028299107,0.0029355725,0.0052569187,0.004642698,0.0012379518,0.00017205274,0.0069736172,0.00054806384,0.9754032],"genre_scores_gemma":[0.021766577,0.0026963833,0.007985768,0.0008292089,0.0000798688,0.00006681037,0.004661217,0.00021891073,0.96169525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99436224,0.0001492048,0.00011808927,0.00028585305,0.004626207,0.0004584363],"domain_scores_gemma":[0.99359494,0.0001581075,0.00007916024,0.00020533192,0.0057557332,0.0002067583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020744917,0.0008501018,0.00043926912,0.00478529,0.005026832,0.0037988634,0.0022937625,0.0017446171,0.044460107],"category_scores_gemma":[0.004865062,0.0006324686,0.00048909103,0.005566685,0.0012500146,0.001532288,0.00076411176,0.0021506862,0.008829547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003463079,0.00003934548,0.00075601984,0.00010351513,0.000005553586,0.000050956278,0.0003586886,0.0012289074,0.0006459323,0.11483819,0.7697671,0.11217106],"study_design_scores_gemma":[0.0000031731838,0.000007493086,0.0020817672,0.00005659178,0.00000446471,0.000022196855,0.00013771206,0.00035403259,0.00034937062,0.002601229,0.99436176,0.000020199754],"about_ca_topic_score_codex":0.97061294,"about_ca_topic_score_gemma":0.98450077,"teacher_disagreement_score":0.044460107,"about_ca_system_score_codex":0.0434929,"about_ca_system_score_gemma":0.08381136,"threshold_uncertainty_score":0.3155645},"labels":[],"label_agreement":null},{"id":"W4234640723","doi":"10.1115/1.860380_ch6","title":"Discussion","year":2015,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interview; Psychology; Anxiety; Social psychology; Psychoanalysis; Sociology; Political science; Psychiatry; Law","score_opus":0.09557149245213695,"score_gpt":0.3150929779207644,"score_spread":0.21952148546862746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234640723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022248311,0.014084153,0.01130913,0.12838791,0.01850268,0.0017595793,0.0072097965,0.0010027826,0.7954957],"genre_scores_gemma":[0.20365466,0.01350652,0.011136593,0.1545657,0.00738023,0.0038196878,0.00766161,0.0011372339,0.59713775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99333715,0.0022174153,0.00041622223,0.0010677383,0.0018245823,0.0011369897],"domain_scores_gemma":[0.9907601,0.0030438176,0.00044444317,0.00073122326,0.0033016969,0.0017187576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007843236,0.00067199697,0.0006544299,0.0015714474,0.0037172574,0.0058026393,0.0026473678,0.003691988,0.24872285],"category_scores_gemma":[0.02739229,0.0002820604,0.0010544545,0.0012593343,0.0015299997,0.004912804,0.005218519,0.0031488365,0.061591595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048234282,0.00017066803,0.007211741,0.0014329175,0.000040194067,0.0013206422,0.007224397,0.00016384335,0.00037937769,0.05787107,0.5569325,0.3667703],"study_design_scores_gemma":[0.000035208202,0.00006260543,0.002129213,0.001348989,0.000017392893,0.001067477,0.006073621,0.000058632766,0.00023383737,0.007050898,0.98190767,0.000014523855],"about_ca_topic_score_codex":0.00340708,"about_ca_topic_score_gemma":0.0038883623,"teacher_disagreement_score":0.24872285,"about_ca_system_score_codex":0.00512616,"about_ca_system_score_gemma":0.006570842,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4238538321","doi":"10.1115/1.802717","title":"Companion Guide to the ASME Boiler and Pressure Vessel Code, Volume 3, Third Edition","year":2009,"lang":"en","type":"book","venue":"ASME Press eBooks","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sandia National Laboratories; International Atomic Energy Agency; International Science and Technology Center; European Commission","keywords":"Piping; Engineering; Boiler (water heating); Code (set theory); Section (typography); Pressure vessel; Volume (thermodynamics); Mechanical engineering; Computer science; Programming language; Physics; Operating system","score_opus":0.013618062331079811,"score_gpt":0.23047964406170426,"score_spread":0.21686158173062445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238538321","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011860147,0.016564546,0.057788018,0.0022032277,0.010042503,0.0004799864,0.009278731,0.0065846336,0.8958724],"genre_scores_gemma":[0.0015614323,0.0046676546,0.010924372,0.00042945388,0.00039869262,0.00012141778,0.0039861184,0.001120274,0.97679067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915946,0.000048681064,0.000048180627,0.00008970664,0.0006200706,0.00003380143],"domain_scores_gemma":[0.9989182,0.00010445793,0.00003746328,0.00010307558,0.0007926581,0.000044209435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005366643,0.0012145275,0.0007763847,0.0019864985,0.00092085346,0.0023286396,0.0011394466,0.00095931214,0.18694712],"category_scores_gemma":[0.0021259056,0.0006952918,0.0003798514,0.0025260542,0.0004977455,0.0025349834,0.00074764347,0.0017085065,0.21224883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001037933,0.00002482394,0.00005836094,0.00013764779,0.0000014182377,0.00002944589,0.000070848175,0.00031545624,0.0011126188,0.0048455764,0.86019343,0.13319999],"study_design_scores_gemma":[0.0000011836524,0.000006152089,0.00008956705,0.000033635377,6.860445e-7,0.000049802773,0.000013508695,0.000104753155,0.00012209857,0.000576063,0.99899954,0.0000030526494],"about_ca_topic_score_codex":0.0075144353,"about_ca_topic_score_gemma":0.014024329,"teacher_disagreement_score":0.18694712,"about_ca_system_score_codex":0.00090501655,"about_ca_system_score_gemma":0.0025084217,"threshold_uncertainty_score":0.6254004},"labels":[],"label_agreement":null},{"id":"W4247068225","doi":"10.1115/1.861073","title":"Global Applications of the ASME Boiler & Pressure Vessel Code","year":2016,"lang":"en","type":"book","venue":"ASME Press eBooks","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shanghai Ocean University; European Commission","keywords":"Engineering; Directive; Boiler (water heating); Harmonization; Mechanical engineering; Economy; Geography; Operations research; Waste management; Computer science; Physics","score_opus":0.0199170781162775,"score_gpt":0.25167463184523514,"score_spread":0.23175755372895765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247068225","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011759438,0.0095345285,0.015123484,0.0020855463,0.006595355,0.00012367022,0.0009671864,0.0014203181,0.962974],"genre_scores_gemma":[0.0044571403,0.008433942,0.0057520824,0.0005060727,0.0006017817,0.000058714864,0.0008155014,0.0006025156,0.97877216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994087,0.000030598425,0.000016686683,0.000057000812,0.0004555447,0.00003144299],"domain_scores_gemma":[0.9996049,0.00006498054,0.000019650915,0.000045184715,0.00023133791,0.000034070672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002390075,0.00081446907,0.0003562392,0.0010595728,0.0006574829,0.0022985407,0.0006152314,0.0009287117,0.06879488],"category_scores_gemma":[0.0008050051,0.00033270734,0.0003527329,0.0016027541,0.0005227766,0.0016665102,0.00087081373,0.0021342328,0.053454407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014137669,0.00002431734,0.00014809164,0.00019707523,0.0000035899081,0.00007639108,0.00013523575,0.00091684033,0.0022127575,0.024964908,0.7011124,0.27019426],"study_design_scores_gemma":[0.0000010321262,0.0000092381,0.00015936155,0.000050827384,0.0000010282446,0.00005932233,0.000018215538,0.00022576607,0.00025133096,0.0013094898,0.99791104,0.0000032736434],"about_ca_topic_score_codex":0.0029415078,"about_ca_topic_score_gemma":0.0055506723,"teacher_disagreement_score":0.06879488,"about_ca_system_score_codex":0.0007844035,"about_ca_system_score_gemma":0.001604197,"threshold_uncertainty_score":0.23014176},"labels":[],"label_agreement":null},{"id":"W4381197648","doi":"10.1115/1.886519_ch2","title":"Section VII—Recommended Guidelines for the Care of Power Boilers","year":2023,"lang":"en","type":"book-chapter","venue":"ASME Press eBooks","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boiler (water heating); Engineering; Waste management; Combustion; Coal; Process engineering; Chemistry","score_opus":0.09396190688878457,"score_gpt":0.3001044529954605,"score_spread":0.20614254610667593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381197648","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004386418,0.04725166,0.18634166,0.03260406,0.032020297,0.0055906745,0.0076062614,0.01476042,0.6694386],"genre_scores_gemma":[0.024264585,0.04510635,0.24531259,0.018508801,0.0053705266,0.0057165683,0.013936856,0.0036199924,0.6381638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99150145,0.0019504344,0.0010945322,0.00038061666,0.004658588,0.00041438645],"domain_scores_gemma":[0.9862679,0.0020748805,0.0007439016,0.0009329691,0.009567954,0.00041250157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005397285,0.0018988204,0.0010158477,0.0028705618,0.0020476056,0.0030277616,0.004323175,0.006284039,0.077848606],"category_scores_gemma":[0.017131215,0.001259275,0.0007783467,0.0020523553,0.0013209733,0.0026522698,0.0017068004,0.0038746912,0.09603207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006668502,0.00014827288,0.00046637165,0.0008947237,0.000008430905,0.00030738272,0.00042560152,0.0015604371,0.0040537044,0.014290161,0.7870489,0.19072933],"study_design_scores_gemma":[0.000006210945,0.000034331693,0.00034754293,0.00057759084,0.0000030035483,0.00011222392,0.00008972067,0.00019538407,0.000581583,0.0014251712,0.9966119,0.000015407004],"about_ca_topic_score_codex":0.010334476,"about_ca_topic_score_gemma":0.013963541,"teacher_disagreement_score":0.077848606,"about_ca_system_score_codex":0.0019198194,"about_ca_system_score_gemma":0.006069655,"threshold_uncertainty_score":0.26042956},"labels":[],"label_agreement":null}]}