{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":27,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":27,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"3988f084d947","filters":{"venue":"ASME eBooks"}},"results":[{"id":"W2065488527","doi":"10.1115/1.802939","title":"Handbook on Stiffness & Damping in Mechanical Design","year":2010,"lang":"en","type":"book","venue":"ASME eBooks","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Mechatronics; Stiffness; Robotics; Machine design; Field (mathematics); Engineering; Mechanical engineering; Artificial intelligence; Section (typography); Control engineering; Computer science; Engineering ethics; Structural engineering; Robot; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.04713654018769551,"gpt":0.2647073179733898,"spread":0.2175707777856943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004274245,0.0004351223,0.0004969953,0.0004306461,0.00006315971,0.00008810491,0.0004617888,0.0008938158,0.0002445405],"category_scores_gemma":[0.0001276639,0.000445697,0.0001214727,0.00005909523,0.00003754376,0.00003569478,0.00008257695,0.002454046,0.0006484984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333094,"about_ca_system_score_gemma":0.0002010551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004665893,"about_ca_topic_score_gemma":0.00005229102,"domain_scores_codex":[0.9980927,0.00005262385,0.0004404133,0.0004247565,0.0004487851,0.0005407381],"domain_scores_gemma":[0.9985749,0.0004299826,0.00003305982,0.0007035293,0.00004173751,0.0002167547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003053988,0.0002421649,7.093231e-7,0.002475833,0.0007015769,0.0005259715,0.000844454,0.2477809,0.1155872,0.2054177,0.1360648,0.2900533],"study_design_scores_gemma":[0.001904123,0.0002618854,0.000008125645,0.003388127,0.00006961502,0.00003610123,0.000006309409,0.2653033,0.01981958,0.02776331,0.6788054,0.002634104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003121786,0.000304423,0.3670048,0.00003849978,0.001843884,0.001483888,0.00004543637,0.001453905,0.6275129],"genre_scores_gemma":[0.009827041,0.00006627423,0.0113959,0.00007938694,0.0008966004,0.0003951059,0.0001307969,0.0004845919,0.9767243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5427406,"threshold_uncertainty_score":0.9998474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386142642","doi":"10.1115/1.862tsc","title":"Thermal Spreading and Contact Resistance: Fundamentals and Applications","year":2023,"lang":"en","type":"book","venue":"ASME eBooks","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"Université de Poitiers; Universidade Federal de Santa Catarina; Memorial University of Newfoundland; College of Engineering, Michigan State University; Simon Fraser University; University of Waterloo; Strong; Michigan State University; Massachusetts Institute of Technology","keywords":"Thermal contact conductance; Thermal resistance; Contact resistance; Interfacial thermal resistance; Mechanical engineering; Materials science; Heat transfer; Isotropy; Thermal; Thermal contact; Thermal conductivity; Tribology; Electronics; Thermal mass; Heat flux; Engineering physics; Mechanics; Nanotechnology; Composite material; Optics; Engineering; Electrical engineering; Physics; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.01200490280711049,"gpt":0.2240190511526476,"spread":0.2120141483455372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006939735,0.0002264687,0.0002335969,0.0001121953,0.0002114238,0.00007647972,0.00007105896,0.0001841747,0.00004597183],"category_scores_gemma":[0.000004145409,0.000241576,0.00005066394,0.00002175342,0.00004992147,0.00006262486,0.00003217503,0.0002803431,0.00009657008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244359,"about_ca_system_score_gemma":0.00003649712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009105864,"about_ca_topic_score_gemma":0.0001340963,"domain_scores_codex":[0.9992338,0.00001171494,0.0002240074,0.0002387428,0.0001098322,0.0001819158],"domain_scores_gemma":[0.9994441,0.0001825202,0.00004968103,0.0002082787,0.0000259686,0.00008950412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001281859,0.00007832388,0.003209134,0.004602985,0.003607919,0.0001542893,0.01248955,0.0009766783,0.04237968,0.1720791,0.6775691,0.08272504],"study_design_scores_gemma":[0.0002112844,0.00001957373,0.001179793,0.0002961973,0.0001003468,0.000009524466,0.0002027373,0.00017154,0.0003253359,0.003555987,0.9934919,0.0004358054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004148786,0.001316675,0.0006015027,0.0000208221,0.0004541979,0.0005362695,0.0001279879,0.0006917263,0.992102],"genre_scores_gemma":[0.03714647,0.0003600426,0.0001160722,0.00002233714,0.0003016397,0.0001423766,0.00004807355,0.0001080446,0.9617549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3159228,"threshold_uncertainty_score":0.9851184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398205649","doi":"10.1115/1.887738_ch6","title":"Combining Asset Integrity Management and Resilience in Coping with Extreme Climate Events in Electrical Power Grids","year":2024,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Polytechnique Montréal; Hydro-Québec","funders":"","keywords":"Integrity management; Resilience (materials science); Coping (psychology); Psychology; Engineering; Materials science; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01311890692143268,"gpt":0.2144327101369257,"spread":0.2013138032154931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004443315,0.0003630071,0.0004733676,0.000317812,0.00002672355,0.00003386331,0.0001974416,0.0002501704,0.00000929996],"category_scores_gemma":[0.000007643332,0.0003312751,0.00004996938,0.00005104454,0.00006144698,0.00006063138,0.0001475895,0.001068239,0.00003205087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123586,"about_ca_system_score_gemma":0.00002393211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002553462,"about_ca_topic_score_gemma":0.0003323046,"domain_scores_codex":[0.9983026,0.00002043562,0.0004668018,0.0004979527,0.0002519507,0.0004602585],"domain_scores_gemma":[0.9994708,0.00006653392,0.00005020016,0.0003191628,0.00001944144,0.00007383683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002194124,0.00005641847,0.008652869,0.004528633,0.0003319811,0.002153372,0.00210692,0.0005320277,0.0001004971,0.9750978,0.001550674,0.004669379],"study_design_scores_gemma":[0.01172893,0.002439815,0.0526132,0.1184627,0.000666623,0.0009083528,0.001013453,0.02483176,0.0005335885,0.2331995,0.541893,0.01170912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01320747,0.001564217,0.0005661938,0.00005320455,0.0006302911,0.0009442127,0.00002192509,0.0002792536,0.9827332],"genre_scores_gemma":[0.9475789,0.0002671457,0.0002916646,0.00006571651,0.0000246208,0.00007618738,0.000008950418,0.00009787581,0.05158894],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9343714,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385811455","doi":"10.1115/1.862tsc_ch1","title":"How to Use this Book","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Thermal conduction; Constriction; Thermal contact; Heat transfer; Thermal contact conductance; Mechanics; Thermal resistance; Materials science; Contact resistance; Transient (computer programming); Thermal; Boundary (topology); Thermodynamics; Physics; Composite material; Mathematics; Layer (electronics); Computer science; Mathematical analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.03085632046364638,"gpt":0.2159767125530467,"spread":0.1851203920894003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004712749,0.0003625815,0.0002994841,0.0002582766,0.0001235495,0.0001625812,0.0001676701,0.0003281173,0.0005610399],"category_scores_gemma":[0.00002525577,0.0003850437,0.0001986778,0.00001796383,0.0000244139,0.0001468891,0.00004922662,0.0004621188,0.003826119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375245,"about_ca_system_score_gemma":0.00002888121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003442082,"about_ca_topic_score_gemma":0.0001659756,"domain_scores_codex":[0.9989549,0.00000641401,0.000232721,0.000297277,0.0002333625,0.0002753343],"domain_scores_gemma":[0.9990929,0.0001428965,0.00004158508,0.0004725923,0.00008155646,0.0001684348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008007513,0.000003877014,0.00001774994,0.00007093699,0.0003279057,0.00008128534,0.0008483279,0.0004036834,0.000588342,0.03583209,0.9569214,0.00489641],"study_design_scores_gemma":[0.00005578191,0.00002757663,0.0000329567,0.0001385342,0.00004590871,0.000008873059,0.00001707106,0.0001312947,0.0003192199,0.001066846,0.9977531,0.0004027782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001013716,0.0001183698,0.0008633129,0.0001884626,0.002909962,0.0003318745,0.00009322826,0.001598106,0.9937953],"genre_scores_gemma":[0.001428239,0.0001474017,0.0003235866,0.0001836579,0.0003573078,0.00003261525,0.00002611399,0.0002426974,0.9972584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04083178,"threshold_uncertainty_score":0.9998602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385805716","doi":"10.1115/1.862tsc_ch4","title":"Rectangular Flux Channels","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Flux (metallurgy); Focus (optics); Channel (broadcasting); Computer science; Geometry; Materials science; Physics; Telecommunications; Mathematics; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.01949606501500539,"gpt":0.20006031593011,"spread":0.1805642509151046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004520791,0.0002406302,0.0002177022,0.0001055643,0.0000492558,0.00003471588,0.0001810142,0.0002627192,0.00008812248],"category_scores_gemma":[0.00001016403,0.0002733238,0.0001008798,0.00001178999,0.00002800928,0.000009564822,0.00004591637,0.000287741,0.004396157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003667128,"about_ca_system_score_gemma":0.00001618596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002141182,"about_ca_topic_score_gemma":0.000009084093,"domain_scores_codex":[0.9992741,0.000001625406,0.0001846968,0.0002008105,0.0001343556,0.000204401],"domain_scores_gemma":[0.9994084,0.00009964634,0.0000296423,0.0003524492,0.0000262295,0.0000835941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[8.867385e-7,0.000003186874,3.46575e-7,0.00008872693,0.0002121111,0.00009585706,0.0001093762,0.001184034,0.0006605561,0.8412251,0.1383314,0.01808836],"study_design_scores_gemma":[0.00007106659,0.00001028517,0.000002410243,0.000129863,0.00004664591,0.000005380647,0.000002192761,0.001157764,0.002751832,0.07681372,0.9186368,0.0003720394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001944765,0.00006359714,0.0001077838,0.00004828678,0.0007295523,0.0002288336,0.0001487238,0.0008629254,0.9976158],"genre_scores_gemma":[0.007289176,0.00007629249,0.000209532,0.00004676949,0.0004690273,0.00009246593,0.0001494003,0.0002117982,0.9914556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7803054,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3168271105","doi":"10.1115/1.884836","title":"Fundamentals of CANDU Reactor Physics","year":2021,"lang":"en","type":"book","venue":"ASME eBooks","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nuclear engineering; Nuclear physics; Physics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01129888773253141,"gpt":0.1775207583994352,"spread":0.1662218706669038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002990888,0.0002978616,0.0004564061,0.00004288025,0.00001397538,0.00002624577,0.0001552906,0.0001838054,0.00006996052],"category_scores_gemma":[0.000002209186,0.0003387887,0.0001704247,0.00002541665,0.00003009413,0.00003173708,0.00005688491,0.0003621335,0.00003652866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614023,"about_ca_system_score_gemma":0.00009176095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001292297,"about_ca_topic_score_gemma":0.000004276675,"domain_scores_codex":[0.9991472,0.00000436099,0.000249805,0.0001741816,0.0002009783,0.0002234483],"domain_scores_gemma":[0.9994107,0.00002988765,0.00006023269,0.0003819311,0.0000390436,0.00007817091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001553141,0.0001081457,0.00003823421,0.006183299,0.003857318,0.0002476992,0.002498221,0.002250247,0.3272239,0.2421569,0.2552254,0.1601951],"study_design_scores_gemma":[0.0002030418,0.00002605661,0.00001712084,0.000543013,0.00009029665,0.000004908281,0.00001641011,0.0004986242,0.01229474,0.001748359,0.9839789,0.0005785066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001207109,0.0003703993,0.0001550326,0.000001297143,0.0007040346,0.0001149533,0.0001144428,0.0002099001,0.9971228],"genre_scores_gemma":[0.2838241,0.0001608098,0.0005203178,0.00003745286,0.002103461,0.00002616893,0.000434578,0.0007694577,0.7121236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7287536,"threshold_uncertainty_score":0.9999064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385811499","doi":"10.1115/1.862tsc_ch3","title":"Circular Flux Tubes and Disks","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Orthotropic material; Isotropy; Heat flux; Flux (metallurgy); Materials science; Mechanics; Heat transfer; Thermodynamics; Physics; Optics; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.01537502848436013,"gpt":0.1892584883702585,"spread":0.1738834598858983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005335861,0.0002298872,0.0002263684,0.0001350491,0.00004057349,0.00001615173,0.00009806841,0.0003144388,0.00007605313],"category_scores_gemma":[0.00000685612,0.0002572935,0.00006207103,0.0000092663,0.00004864295,0.00002020482,0.00003662897,0.0003452431,0.0003902858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002318646,"about_ca_system_score_gemma":0.000008786336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001382972,"about_ca_topic_score_gemma":0.000002412696,"domain_scores_codex":[0.9993806,0.000002849682,0.0001686954,0.0001898644,0.00008501799,0.0001730093],"domain_scores_gemma":[0.999611,0.00005311682,0.00001257512,0.0002411475,0.0000142156,0.00006792308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006534384,0.000005511825,0.0001450694,0.001157352,0.001360678,0.0003178611,0.0009871885,0.004824137,0.004884984,0.8985775,0.0167569,0.07097629],"study_design_scores_gemma":[0.0003958382,0.00003454285,0.001654493,0.000286377,0.0001905456,0.00007616357,0.00001415453,0.003309432,0.001332928,0.02164866,0.9698246,0.001232289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007641065,0.001129147,0.001575621,0.00002695945,0.0007257982,0.0001769492,0.00003449016,0.001475842,0.9940911],"genre_scores_gemma":[0.1829654,0.0001505026,0.0001395447,0.00003463362,0.0003431812,0.00003309338,0.00007056323,0.0002334502,0.8160297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9530677,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398205715","doi":"10.1115/1.887738_ch1","title":"Asset Management Through the Lens of Complex System Governance","year":2024,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Corporate governance; Lens (geology); Business; Through-the-lens metering; Asset management; Asset (computer security); Finance; Computer science; Computer security; Optics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.04960145725165572,"gpt":0.2150041470776926,"spread":0.1654026898260369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000312006,0.0003854496,0.0007658988,0.000098914,0.0001252684,0.00007194183,0.0006233755,0.0002024368,0.0001875492],"category_scores_gemma":[0.000003221049,0.0003513481,0.0003986926,0.00003643527,0.0001547224,0.00006842752,0.0003124809,0.0003497872,0.002820913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250618,"about_ca_system_score_gemma":0.00001329771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001718077,"about_ca_topic_score_gemma":0.00004418617,"domain_scores_codex":[0.9979432,0.000004848776,0.0009950442,0.0006040197,0.0001312489,0.0003216721],"domain_scores_gemma":[0.9981714,0.0000293741,0.0008242008,0.0009168531,0.00003446269,0.00002373646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008430875,0.000007467709,0.00001159228,0.0007011699,0.0003362974,0.00003813539,0.0001774376,0.000008534482,2.816569e-7,0.9832675,0.01318565,0.002257433],"study_design_scores_gemma":[0.0001518217,0.00003532685,0.0003994486,0.0003585518,0.00006020806,0.000002442832,0.00003977238,0.00004208304,0.000003592534,0.2337889,0.7648273,0.0002905577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002815108,0.003525895,0.0004197121,0.0002818933,0.001269707,0.0007075914,0.001008602,0.00007595407,0.9926825],"genre_scores_gemma":[0.1577444,0.000753546,0.0002382796,0.0003024915,0.0002944971,0.00006104998,0.00003411386,0.0001027905,0.8404689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7516416,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385805710","doi":"10.1115/1.862tsc_ch10","title":"Introduction to Thermal Contact Resistance","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Timeline; Resistance (ecology); Aerospace; Empirical research; Engineering; Balance (ability); History; Aerospace engineering; Psychology; Archaeology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01326944214358592,"gpt":0.2093532150088298,"spread":0.1960837728652439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000927164,0.000274294,0.0002526929,0.0001968314,0.0001879114,0.00003519326,0.0001446308,0.0001643469,0.0003411809],"category_scores_gemma":[0.00001017199,0.000308456,0.0001293279,0.00002316564,0.00001515586,0.00004422191,0.00003712278,0.0004759072,0.002102458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177532,"about_ca_system_score_gemma":0.00002918056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001152115,"about_ca_topic_score_gemma":0.0002128627,"domain_scores_codex":[0.9989482,0.00001122616,0.000287545,0.0003052978,0.0002270222,0.0002207056],"domain_scores_gemma":[0.9993379,0.00005336725,0.00005150443,0.0003930694,0.00007363324,0.00009057776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007272229,0.000007881233,0.000008781185,0.000104251,0.0003849303,0.00005059557,0.00120967,0.008096687,0.007830085,0.09857441,0.8789251,0.004734907],"study_design_scores_gemma":[0.00007510607,0.00003381102,0.00009224733,0.00007092587,0.00003612114,0.000006196063,0.00003726114,0.00007481124,0.0005446602,0.001716383,0.996973,0.0003394418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008194058,0.00009764088,0.0005104227,0.0003769758,0.005404895,0.0003272078,0.00008302141,0.001143461,0.991237],"genre_scores_gemma":[0.0186717,0.00001871219,0.0001421391,0.00005159021,0.002121097,0.00004856693,0.00003401939,0.0001701515,0.978742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.118048,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406325290","doi":"10.1115/1.888179_bm","title":"Back Matter","year":2025,"lang":"en","type":"paratext","venue":"ASME eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Centre for Energy Advancement through Technological Innovation; U.S. Department of Energy; U.S. Department of Defense","keywords":"Index (typography); Computer science; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.03682343726899229,"gpt":0.2146257904819443,"spread":0.177802353212952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001935873,0.0002950118,0.0007502901,0.0003131476,0.0001309637,0.0001670494,0.000453498,0.0002606036,0.6132774],"category_scores_gemma":[0.000007083745,0.0003491722,0.0002621665,0.00005329186,0.0001276705,0.00005393292,0.0003019557,0.0002294361,0.9725718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143071,"about_ca_system_score_gemma":0.00003937446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001598728,"about_ca_topic_score_gemma":0.000003285908,"domain_scores_codex":[0.9981754,0.00000761077,0.0006221797,0.0007726005,0.00002128215,0.0004008894],"domain_scores_gemma":[0.9989536,0.00003064865,0.0003467914,0.000584443,0.00002088413,0.00006361849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002856184,0.000009639476,0.0002002953,0.00007517861,0.0001558878,6.021784e-7,0.0001309186,0.000002789987,1.868895e-7,0.00818415,0.9911367,0.0001008189],"study_design_scores_gemma":[0.0002305198,0.000007896529,0.000065396,0.00005122144,0.000009725536,6.558084e-7,0.00004619846,0.00000920695,0.00001011066,0.0006454341,0.9985666,0.0003570884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000408334,0.001650608,0.00007021969,0.0001684285,0.01649812,0.0002112562,0.002194015,0.000008947973,0.9791576],"genre_scores_gemma":[0.0002475184,0.0001298714,0.0001383231,0.001364191,0.0003113392,0.00003408474,0.00008256431,0.00002816899,0.9976639],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3592945,"threshold_uncertainty_score":0.999896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385811772","doi":"10.1115/1.862tsc_ch5","title":"Orthotropic Media","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Laser and Thermal Forming Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Orthotropic material; Thermal conduction; Anisotropy; Microelectronics; Field (mathematics); Principal axis theorem; Materials science; Condensed matter physics; Physics; Mathematics; Composite material; Geometry; Optics; Thermodynamics; Optoelectronics; Pure mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01975735927736901,"gpt":0.1965629081767169,"spread":0.1768055488993479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004457968,0.0002561968,0.0002398523,0.0001161146,0.0000225618,0.0000177788,0.0001952347,0.0002930988,0.0001895735],"category_scores_gemma":[0.000003710912,0.0002467857,0.0001212243,0.000006574312,0.00003557746,0.00001874765,0.00005841431,0.0003412182,0.001157291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003734153,"about_ca_system_score_gemma":0.00001465736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005229852,"about_ca_topic_score_gemma":0.00003516234,"domain_scores_codex":[0.9993018,0.000002123173,0.0001877179,0.0001528201,0.0001561794,0.000199393],"domain_scores_gemma":[0.9995291,0.00003698467,0.00002422078,0.0003256919,0.00001737742,0.00006668428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004227299,0.000001861616,0.000007859559,0.0002192434,0.0002663455,0.0002867075,0.0004353527,0.00001481278,0.0002559288,0.9042864,0.02118268,0.07303859],"study_design_scores_gemma":[0.0001070077,0.00002793649,0.00003096944,0.000265789,0.00006251753,0.00001134292,0.000001930407,0.00007744679,0.002337723,0.2071384,0.78935,0.0005889037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001561438,0.00007638535,0.00008472413,0.000004761636,0.0007039324,0.000123946,0.00004053923,0.003385981,0.9954236],"genre_scores_gemma":[0.02606191,0.0000997659,0.0002986852,0.00003930733,0.0004328417,0.00002406871,0.00005374936,0.0002881592,0.9727015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7681673,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385811447","doi":"10.1115/1.862tsc_ch8","title":"Applications with Nonuniform Conductance in the Sink Plane","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Heat sink; Fin; Heat transfer coefficient; Mechanics; Materials science; Heat transfer; Thermal resistance; Conductance; Convection; Sink (geography); Thermal conductivity; Convective heat transfer; Thermodynamics; Physics; Condensed matter physics; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.0169193635185605,"gpt":0.1998773113042217,"spread":0.1829579477856612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006251059,0.0001702043,0.0001459464,0.00007679544,0.00003785108,0.00002325708,0.0001591293,0.0001436411,0.00003117822],"category_scores_gemma":[5.814885e-7,0.0001268286,0.00002660598,0.00002326282,0.00003620471,0.00002185079,0.000004874215,0.0003122427,0.0001535377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002845984,"about_ca_system_score_gemma":0.00002418567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006422359,"about_ca_topic_score_gemma":0.0003198414,"domain_scores_codex":[0.9994358,0.000003278582,0.0001531893,0.0001346735,0.0001327014,0.000140379],"domain_scores_gemma":[0.9996333,0.00005132584,0.000009271163,0.0002626704,0.00001730035,0.00002616419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001817194,0.00001116305,0.00002371523,0.0004329709,0.0001752656,0.0001127435,0.002632113,0.01272252,0.0001226049,0.9560227,0.002770502,0.02495552],"study_design_scores_gemma":[0.000930709,0.0001126016,0.0001640825,0.0005215616,0.0001362578,0.00006319854,0.0001333183,0.002641147,0.00029278,0.01901846,0.9748088,0.001177143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002123114,0.00004693648,0.007502915,0.00004755316,0.00005235582,0.0005293802,0.00005618955,0.0002411435,0.9915023],"genre_scores_gemma":[0.1481459,0.000404488,0.001970605,0.0005561807,0.0006522248,0.0009959955,0.000930711,0.0005374685,0.8458064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9720383,"threshold_uncertainty_score":0.5171922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385811454","doi":"10.1115/1.862tsc_ch12","title":"Contact of Nonconforming Smooth Solids","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Thermal contact conductance; Materials science; Contact resistance; Thermal; Point (geometry); Thermal contact; Contact theory; Contact area; Mechanics; Thermal resistance; Composite material; Structural engineering; Mathematics; Thermodynamics; Engineering; Geometry; Physics; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02085092153897158,"gpt":0.2249483475740608,"spread":0.2040974260350892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007331106,0.0002847829,0.0003857998,0.0002088858,0.00007247728,0.00001815402,0.0001425682,0.0002985303,0.0003008971],"category_scores_gemma":[0.000009063732,0.0002991314,0.0002219719,0.00001362893,0.00003277383,0.000060052,0.00002952652,0.0003874089,0.0004766318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008546378,"about_ca_system_score_gemma":0.00005182546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005317139,"about_ca_topic_score_gemma":0.0001392887,"domain_scores_codex":[0.9989879,0.000003979304,0.0004333729,0.0001698714,0.0001952317,0.0002096272],"domain_scores_gemma":[0.999312,0.000124977,0.0001016368,0.0003091668,0.00007806485,0.00007412827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009215116,0.00004280636,0.0003705408,0.002033887,0.003543763,0.0002909671,0.009426855,0.004943072,0.01718237,0.7520097,0.1047947,0.1052691],"study_design_scores_gemma":[0.0003140784,0.0001070117,0.0001752387,0.0007132412,0.0001530396,0.0000179454,0.0001515619,0.001390504,0.003429543,0.007010488,0.985799,0.0007383662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008658096,0.00007383021,0.0004674128,0.000006935893,0.001788112,0.0001678818,0.00006264824,0.0005316685,0.9960357],"genre_scores_gemma":[0.100532,0.0001202872,0.0001377736,0.00001726889,0.0002671624,0.0000117178,0.00003049178,0.0001735105,0.8987097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8810043,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385812049","doi":"10.1115/1.862tsc_bm","title":"Back Matter","year":2023,"lang":"en","type":"paratext","venue":"ASME eBooks","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01520263823690468,"gpt":0.2265438825859062,"spread":0.2113412443490015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004525746,0.0002973748,0.000304779,0.0001618382,0.00003978769,0.00005032861,0.00036387,0.0004358418,0.002903977],"category_scores_gemma":[0.000002724393,0.0003034576,0.00009433638,0.00005492512,0.00004836022,0.00001431589,0.00008934738,0.0006724406,0.4416414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008967762,"about_ca_system_score_gemma":0.00002615113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001327655,"about_ca_topic_score_gemma":0.000005366332,"domain_scores_codex":[0.9989722,0.000009316009,0.0001795117,0.0002353329,0.00009995073,0.0005036288],"domain_scores_gemma":[0.9993733,0.00003255648,0.0000255649,0.0005230359,0.00001032843,0.00003520648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[3.54759e-7,9.514466e-7,0.000003195377,0.0001654132,0.00007600964,0.000003269167,0.00003902424,0.0003154387,0.0002224078,0.00003724227,0.998177,0.0009596806],"study_design_scores_gemma":[0.00009961448,0.00001666486,0.00001750554,0.0002142137,0.00001653818,0.000008188878,0.00001323764,0.0002763604,0.004716201,0.0002435211,0.9939001,0.0004778578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001156671,0.0007306025,0.0003454832,0.00007710117,0.002372183,0.0001155173,0.00002877707,0.001145628,0.994028],"genre_scores_gemma":[0.01042443,0.0001784787,0.0002135742,0.00005634441,0.0002194881,0.00005288255,0.00004868621,0.0001907361,0.9886154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4387375,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398205633","doi":"10.1115/1.887738_ch5","title":"System-Theoretic Process Analysis (STPA): An Innovative Top-Down Hazard Assessment Method for Based on the System-Theoretic Accident Model and Processes (STAMP) - A Bibliometric Review","year":2024,"lang":"en","type":"review","venue":"ASME eBooks","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; Université du Québec à Trois-Rivières","funders":"","keywords":"Accident (philosophy); Process (computing); Computer science; Hazard; Hazard analysis; Industrial engineering; Engineering; Reliability engineering; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.1247413270330673,"gpt":0.4799657752296734,"spread":0.3552244481966061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication"],"consensus_categories":["metaepi_narrow","bibliometrics"],"category_scores_codex":[0.02723492,0.001442849,0.006683598,0.0385066,0.0007972306,0.00206769,0.003253584,0.0005136596,0.00007058564],"category_scores_gemma":[0.005116354,0.0007251181,0.002096473,0.1210512,0.0003756433,0.0002823258,0.0003828059,0.0009858469,0.00008104339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601819,"about_ca_system_score_gemma":0.002986922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003021692,"about_ca_topic_score_gemma":0.0000507713,"domain_scores_codex":[0.9842857,0.003761178,0.004171971,0.002899654,0.004027437,0.0008541058],"domain_scores_gemma":[0.9796535,0.01035127,0.002973371,0.003028302,0.00361212,0.0003813761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004449716,0.0001174201,0.000025018,0.2053169,0.003659666,0.00003755448,0.0004655529,0.001225251,1.234473e-7,0.08447106,0.0009011918,0.7037358],"study_design_scores_gemma":[0.0005980816,0.0008289926,0.00000928907,0.1386741,0.1002602,0.00009253,0.003055282,0.6252158,0.000005536565,0.02232151,0.1061763,0.002762409],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001364714,0.8046088,0.1840095,0.0004012474,0.0001756271,0.005211208,0.0004780481,0.0001918004,0.004910212],"genre_scores_gemma":[0.007987235,0.9766144,0.007064277,0.0004639573,0.0001610853,0.006053943,0.0002032284,0.0001812637,0.00127068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7009733,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385805685","doi":"10.1115/1.862tsc_ch7","title":"Transient Thermal Spreading Resistance","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Advancements in Semiconductor Devices and Circuit Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Transient (computer programming); Thermal resistance; Microelectronics; Centroid; Thermal; Materials science; Spreading resistance profiling; Transient analysis; Mechanics; Engineering physics; Transient response; Electrical engineering; Engineering; Computer science; Thermodynamics; Optoelectronics; Physics; Mathematics; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.02897946349074362,"gpt":0.2156370085163372,"spread":0.1866575450255935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000838563,0.0003868653,0.0003399348,0.00009712419,0.00006514666,0.00003364682,0.0002689505,0.0002517613,0.0002630323],"category_scores_gemma":[0.000001985421,0.0004148602,0.0001442699,0.00001265515,0.00005337192,0.00004618655,0.00001929529,0.0004084057,0.0004997127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104087,"about_ca_system_score_gemma":0.00001811641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001051432,"about_ca_topic_score_gemma":0.00002095513,"domain_scores_codex":[0.9987285,0.000005339996,0.0003311391,0.0003258004,0.0002671959,0.0003420549],"domain_scores_gemma":[0.9993425,0.00005184941,0.00006131219,0.0004342101,0.00002590934,0.00008420918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003479321,0.00001186004,0.000008244248,0.001611977,0.001584426,0.0006936181,0.00296328,0.003150442,0.0404562,0.7944241,0.03492134,0.1201398],"study_design_scores_gemma":[0.0002361652,0.00001910771,0.000009999325,0.000650755,0.00009736311,0.000003653127,0.00002487232,0.00008666622,0.001607202,0.0139142,0.9825375,0.0008124888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001549483,0.0007496004,0.0006690756,0.0000050228,0.00124138,0.0002600057,0.00005330416,0.0007621709,0.9961045],"genre_scores_gemma":[0.02319559,0.0001062823,0.0001490204,0.00005909058,0.000369694,0.00002826505,0.00002491409,0.0003001117,0.975767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9476162,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398205676","doi":"10.1115/1.887738_ch10","title":"Reliability Analysis of Steam Generator Level Control Valves","year":2024,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Power Generation; University of Waterloo","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Boiler (water heating); Generator (circuit theory); Computer science; Environmental science; Nuclear engineering; Automotive engineering; Engineering; Waste management; Physics; Power (physics); Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.02081782908859815,"gpt":0.2168068243051195,"spread":0.1959889952165214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002844786,0.0003627038,0.001067133,0.0003315623,0.00002268853,0.00002540505,0.0002070002,0.0003731716,0.0002955348],"category_scores_gemma":[0.00001327694,0.0003238768,0.0006502823,0.00004024383,0.00006551248,0.0000173449,0.00002897987,0.0002879795,0.0001898627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009021841,"about_ca_system_score_gemma":0.00005618935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004606952,"about_ca_topic_score_gemma":0.00005012736,"domain_scores_codex":[0.9984318,0.00001713986,0.0007357417,0.0003086991,0.0003120145,0.0001946189],"domain_scores_gemma":[0.9988832,0.00014844,0.0001113228,0.0006844337,0.00007586653,0.00009669091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006301106,0.00006706163,0.0003767948,0.01253348,0.1278152,0.0002166457,0.008459896,0.2274694,0.008956539,0.5088895,0.04612768,0.05902481],"study_design_scores_gemma":[0.001199979,0.0001851938,0.0006941193,0.001725464,0.02433313,0.0000166201,0.0001228438,0.2155472,0.001339874,0.02327447,0.7287471,0.002813936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001501495,0.00147832,0.002756461,0.00000954751,0.0008970932,0.0003672737,0.0006864697,0.0002866654,0.9920167],"genre_scores_gemma":[0.5756066,0.00001840201,0.0001017445,0.00002284173,0.0002162703,0.00002404373,0.00003334498,0.00009055407,0.4238862],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6826195,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385805670","doi":"10.1115/1.862tsc_ch11","title":"Conforming Rough Surface Models","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Materials science; Thermal contact conductance; Joint (building); Conductance; Rough surface; Contact resistance; Composite material; Surface (topology); Thermal; Thermal resistance; Structural engineering; Condensed matter physics; Engineering; Thermodynamics; Mathematics; Physics; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.03887336086910972,"gpt":0.2170882959808263,"spread":0.1782149351117166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000849518,0.0004003385,0.0003622755,0.0001227125,0.0001590691,0.00005610739,0.0001833884,0.0004032892,0.000237086],"category_scores_gemma":[0.000005262083,0.0004376333,0.0002121971,0.00001685708,0.00003907926,0.0001543008,0.00004556603,0.0005739598,0.001601552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354081,"about_ca_system_score_gemma":0.0000484293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005188686,"about_ca_topic_score_gemma":0.0001008073,"domain_scores_codex":[0.9987492,0.000005404081,0.0004041444,0.0002714143,0.0002547491,0.0003151176],"domain_scores_gemma":[0.9992107,0.0001227149,0.0000707998,0.000401583,0.00008474963,0.0001094721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000175674,0.000009381314,0.00001150812,0.0003149582,0.0009163974,0.0001302062,0.003154923,0.3817279,0.0005980985,0.529325,0.07386747,0.009926635],"study_design_scores_gemma":[0.0002361116,0.00003774727,0.000006263562,0.000425715,0.0001263377,0.00003468349,0.000117446,0.07207144,0.0006186636,0.06189316,0.8633419,0.001090544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004980703,0.0001581294,0.002240445,0.00001646149,0.002208495,0.0002234982,0.00006863588,0.001536807,0.9930494],"genre_scores_gemma":[0.02905113,0.0002295035,0.000363813,0.00002835403,0.0002429012,0.00001005405,0.00004587407,0.0002508688,0.9697775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7894744,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385805666","doi":"10.1115/1.862tsc_ch9","title":"Further Applications of Spreading Resistance","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Thermal conductivity; Péclet number; Thermal; Materials science; Mass transport; Thermal resistance; Tribology; Thermal diffusivity; Nanotechnology; SPHERES; Thermal contact conductance; Chemical physics; Mechanics; Composite material; Engineering physics; Thermodynamics; Chemistry; Aerospace engineering; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01503690181130027,"gpt":0.216338981311508,"spread":0.2013020795002077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005600578,0.0002068792,0.0002405966,0.0001664071,0.00007109795,0.0000131482,0.0001444128,0.0002056501,0.0002100203],"category_scores_gemma":[0.000004741862,0.0002305951,0.0001373155,0.00002390209,0.00004488595,0.00003220766,0.0000200695,0.0002635331,0.0005987151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006552918,"about_ca_system_score_gemma":0.00002328565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000928465,"about_ca_topic_score_gemma":0.0002195765,"domain_scores_codex":[0.9991883,0.000004391003,0.0003196382,0.0001880962,0.0001546348,0.0001449653],"domain_scores_gemma":[0.9992856,0.0001122973,0.00008359916,0.0003925069,0.00007453933,0.00005147694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002853605,0.00002623847,0.00009290034,0.001194332,0.001299489,0.00002723415,0.003591471,0.002453313,0.005542691,0.811593,0.1497788,0.02437204],"study_design_scores_gemma":[0.00006525377,0.000007449169,0.00003327425,0.0002532659,0.00006222096,0.000002224564,0.00005082289,0.00009715584,0.0008092686,0.02224286,0.9760911,0.0002850768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004414139,0.0002904876,0.003863972,0.00001679627,0.0004619717,0.0002491192,0.0000772756,0.0005378562,0.9944584],"genre_scores_gemma":[0.01583874,0.0001893914,0.0004636977,0.000007245957,0.0001921939,0.00006403118,0.00002206925,0.0001440848,0.9830785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8263124,"threshold_uncertainty_score":0.9403397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398205544","doi":"10.1115/1.887738_ch17","title":"Dig Effectiveness and Repair Criteria for Dents in Gas Pipelines","year":2024,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Energy","funders":"","keywords":"Pipeline transport; Computer science; Forensic engineering; Engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0242121107545173,"gpt":0.2650803074790175,"spread":0.2408681967245002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005891154,0.0003696973,0.0005183364,0.0001180573,0.00007575679,0.0002115953,0.0001851327,0.0002902302,0.0003230794],"category_scores_gemma":[0.00002514685,0.0002994374,0.0001277305,0.000006756346,0.00009234779,0.00005450872,0.0002564978,0.000124902,0.0001651253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005271887,"about_ca_system_score_gemma":0.00003813534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008919887,"about_ca_topic_score_gemma":0.00007400696,"domain_scores_codex":[0.9984544,0.00003452609,0.0003906034,0.0006526322,0.0001687066,0.000299143],"domain_scores_gemma":[0.9993846,0.00008111399,0.00009102383,0.0003060344,0.00006306939,0.0000741058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000582311,0.00001646329,0.000004938852,0.004120151,0.00005181685,0.000137021,0.000293098,7.012445e-7,0.6175662,0.372649,0.0009455528,0.003632648],"study_design_scores_gemma":[0.00126262,0.000645993,0.0000295215,0.00351859,0.0002042936,0.0000604567,0.00002830055,0.0002054175,0.1729666,0.4867326,0.3330773,0.001268301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3163733,0.002836426,0.0008848947,0.0002964688,0.01974793,0.008014855,0.001236373,0.001559548,0.6490502],"genre_scores_gemma":[0.2687421,0.00004819705,0.001895851,0.0001870511,0.001156405,0.0004435964,0.00004183201,0.0002841879,0.7272007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4445996,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170516354","doi":"10.1115/1.862025_ch8","title":"Mesoscale Lattice Structure Design and Simulation with the Support of a Property Database","year":2021,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Crystal structure; Lattice (music); Reciprocal lattice; Fabrication; Truss; Empty lattice approximation; Materials science; Homogeneous; Particle in a one-dimensional lattice; Structural engineering; Statistical physics; Engineering; Crystallography; Physics; Diffraction; Chemistry; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.01275235740242118,"gpt":0.1944937924988333,"spread":0.1817414350964121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004390129,0.0002223773,0.0002231739,0.00003490731,0.0000460255,0.00002858612,0.000105141,0.0001208884,0.0001569181],"category_scores_gemma":[0.000001816567,0.000121712,0.00003841094,0.000008640156,0.00007254563,0.00002533816,0.000048446,0.0002569113,0.000001092653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000118889,"about_ca_system_score_gemma":0.00003411993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005287031,"about_ca_topic_score_gemma":0.00002892926,"domain_scores_codex":[0.9993879,0.00001471987,0.0001395991,0.0001789001,0.0001725994,0.0001063415],"domain_scores_gemma":[0.9994597,0.00006453651,0.00004865854,0.0003393007,0.00004959118,0.00003825841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008169319,0.00003004921,0.00009405726,0.0053356,0.005017237,0.0007969427,0.008600339,0.5343444,0.1824792,0.07024579,0.0128017,0.1794377],"study_design_scores_gemma":[0.002106864,0.0005935454,0.0002073003,0.0009024107,0.002106665,0.0004613775,0.0001192751,0.09791412,0.08623218,0.005760872,0.801042,0.002553452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0086957,0.002441858,0.04998712,0.00009704255,0.0003872125,0.002331149,0.0004572402,0.0003444034,0.9352583],"genre_scores_gemma":[0.7827461,0.00001960118,0.003928151,0.00007948789,0.0001542757,0.000007455509,0.0001937269,0.0001353033,0.2127359],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7882403,"threshold_uncertainty_score":0.4963271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2293316272","doi":"","title":"Effect of the Microstructure of Porous Composite Electrodes on the Electric Power Density of Solid Oxide Fuel Cells","year":2011,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Solid oxide fuel cell; Power density; Electrode; Microstructure; Porosity; Composite number; Composite material; Yttria-stabilized zirconia; Oxide; Electrochemistry; Metallurgy; Power (physics); Anode; Thermodynamics; Chemistry; Ceramic","retraction":null,"screen_n_in":null,"score":{"opus":0.007690957497219527,"gpt":0.2231831476311062,"spread":0.2154921901338867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000672023,0.0005824518,0.001021594,0.0001153961,0.0001070282,0.00001250431,0.001273683,0.0003594793,0.000360881],"category_scores_gemma":[0.00004717846,0.0003359353,0.0003700237,0.00004036351,0.0006765055,0.00003289156,0.0003541801,0.000563003,0.00005137839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000878336,"about_ca_system_score_gemma":0.0001141164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003954303,"about_ca_topic_score_gemma":0.000009664273,"domain_scores_codex":[0.9972869,0.0002453757,0.0008209896,0.0005141376,0.0006812939,0.000451346],"domain_scores_gemma":[0.9960059,0.0005710429,0.001656267,0.001478995,0.000232609,0.0000551966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003391777,0.00001862371,0.00003055309,0.0002505416,0.00009106261,0.000004894389,0.0002096807,0.000009679345,0.9916201,0.007013981,0.000274685,0.000137078],"study_design_scores_gemma":[0.0002915977,0.0007310411,0.0001432695,0.0002616098,0.0001977357,0.00001511245,0.000002966636,8.820143e-7,0.987628,0.009404016,0.001048683,0.0002750508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8272914,0.000397046,0.00004211144,0.000009831606,0.0006718067,0.00136087,0.0001813766,0.00003297567,0.1700126],"genre_scores_gemma":[0.9553887,0.00003349636,0.0002694042,0.0001515374,0.00004768675,0.000009157402,0.00000348571,0.00009139608,0.04400516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280973,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398205642","doi":"10.1115/1.887738_ch2","title":"Evaluating Hydro-Québec’s Decarbonization Pathways Using Integrated Asset-Centric Electrical Power System Evolution Modeling","year":2024,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Electric Power System Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Asset (computer security); Electric power system; Power (physics); Computer science; Physics; Thermodynamics; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.0273962096152785,"gpt":0.2344486963760432,"spread":0.2070524867607647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005786729,0.0008377401,0.0007617665,0.001088952,0.0001802916,0.0002164388,0.0003065078,0.0009481044,0.00003640125],"category_scores_gemma":[0.00006682985,0.0009036085,0.0002595401,0.0002755476,0.00002335163,0.0001447012,0.00007638984,0.001081823,0.0002230092],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006555161,"about_ca_system_score_gemma":0.0008174872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250903,"about_ca_topic_score_gemma":0.00007839494,"domain_scores_codex":[0.9963363,0.00007484431,0.001255739,0.0007884866,0.0008640295,0.0006805803],"domain_scores_gemma":[0.9984918,0.00009336037,0.0002693048,0.0005657357,0.0004069757,0.0001728555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001658523,0.000008417963,0.000006094066,0.0004965921,0.0004620087,0.00007241633,0.0002945542,0.9018025,0.004097431,0.09018326,0.0001781184,0.002382052],"study_design_scores_gemma":[0.0002719419,0.00008427385,2.830584e-7,0.001607959,0.0004479632,0.0001321184,0.00002160373,0.9948995,0.000263843,0.0009485492,0.0005127084,0.0008093317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00208692,0.007107741,0.5500022,0.000004324827,0.002053926,0.001286987,0.00003409316,0.002604368,0.4348194],"genre_scores_gemma":[0.9676009,0.00002033435,0.002107207,0.00000896752,0.0003610422,0.00005055782,0.0001404368,0.0005939705,0.02911662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9655139,"threshold_uncertainty_score":0.9993414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406325302","doi":"10.1115/1.888179_ch5","title":"Hydro Power Generation","year":2025,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydropower; Modernization theory; Renewable energy; Engineering; Modular design; Electricity generation; Population; Power (physics); Civil engineering; Electrical engineering; Computer science; Economic growth; Economics; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.01250894692946579,"gpt":0.1990929937883424,"spread":0.1865840468588766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005323964,0.0002647712,0.0002144064,0.0001801379,0.00004058787,0.000043222,0.0001304138,0.0002515293,0.0007586023],"category_scores_gemma":[0.000005950615,0.0003127962,0.0001004803,0.000008242443,0.00002609345,0.00003038894,0.00003601461,0.0002774976,0.0004925511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454184,"about_ca_system_score_gemma":0.00003639222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001170815,"about_ca_topic_score_gemma":0.000007811803,"domain_scores_codex":[0.9991888,0.00000410095,0.0002680647,0.0002142524,0.0001713796,0.0001534353],"domain_scores_gemma":[0.9994693,0.0000307488,0.00004104205,0.000361283,0.00004651134,0.00005116235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002140441,0.000002690724,8.59456e-7,0.00006897893,0.0002232286,0.00001714841,0.0003085316,0.001090131,0.002147836,0.8408445,0.139719,0.01557495],"study_design_scores_gemma":[0.000142433,0.00001662758,0.000003534014,0.00006700803,0.00004472636,0.000002723433,0.000002458894,0.0008249377,0.0009415742,0.01432246,0.9832441,0.0003873785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007779471,0.0002436136,0.0006672929,0.00002268582,0.001422976,0.0002175179,0.00004153337,0.0003962578,0.9969103],"genre_scores_gemma":[0.02082054,0.00001324987,0.0004752722,0.0001924,0.0003317511,0.00002922907,0.00009849546,0.0000936904,0.9779454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8435252,"threshold_uncertainty_score":0.9999324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398205530","doi":"10.1115/1.887738_pt5.i1","title":"Remaining Technical Gaps for Electric Power Utilities","year":2024,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electric power; Electrical engineering; Power (physics); Environmental science; Computer science; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01461602961086299,"gpt":0.2128195459917141,"spread":0.1982035163808511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001326109,0.0004040144,0.000466855,0.0003393544,0.00004987706,0.00006628836,0.0002860181,0.0007439418,0.00004214444],"category_scores_gemma":[0.00001882934,0.0003821181,0.0002633748,0.00001841934,0.00005898788,0.00002398926,0.00008875223,0.0006363424,0.0001481052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307332,"about_ca_system_score_gemma":0.00003462739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000249809,"about_ca_topic_score_gemma":0.00001156672,"domain_scores_codex":[0.998725,0.000001830467,0.0003764349,0.0003387607,0.0001678808,0.0003900728],"domain_scores_gemma":[0.9992957,0.00009923933,0.00004520611,0.0004776682,0.00003566778,0.00004656786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004089889,0.000001223595,3.210757e-7,0.0004041115,0.000182149,0.00003548634,0.00008100733,0.000003435231,0.0008682278,0.9716121,0.02216307,0.004644778],"study_design_scores_gemma":[0.00008170431,0.00009613149,8.023762e-7,0.0005088632,0.00005939367,0.00004805083,0.00002719081,0.0001455801,0.000973867,0.1377911,0.8598278,0.0004394672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004697117,0.006305989,0.0007061395,0.00002265689,0.001103339,0.0004590119,0.00005137289,0.00349573,0.9878088],"genre_scores_gemma":[0.2590832,0.00005201068,0.000400176,0.00001780464,0.0001716883,0.0001474289,0.00001061693,0.0002285781,0.7398885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8376647,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385811686","doi":"10.1115/1.862tsc_ch6","title":"Multisource Analysis for Microelectronic Devices","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Microelectronics; Substrate (aquarium); Materials science; Computer science; Engineering physics; Engineering; Nanotechnology; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.03815950170241759,"gpt":0.2471625913927226,"spread":0.2090030896903051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005493909,0.0004641988,0.0008503956,0.0002488012,0.0001878279,0.0002049862,0.0007394197,0.0003614041,0.00209918],"category_scores_gemma":[0.00003737635,0.0004127111,0.0004744883,0.00001725534,0.0001496279,0.00005482842,0.0002484725,0.0001536015,0.004499743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064357,"about_ca_system_score_gemma":0.0000993871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009903424,"about_ca_topic_score_gemma":0.0002668984,"domain_scores_codex":[0.9977708,0.0000378951,0.0005710621,0.0007308851,0.0002999903,0.0005893465],"domain_scores_gemma":[0.9984807,0.0001844126,0.0004230085,0.0006898587,0.0001225977,0.00009946983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002342938,0.00001195219,0.0000112412,0.0003461887,0.001498354,0.00002085334,0.0003554345,0.0001075767,0.9700063,0.02126475,0.002417077,0.003725989],"study_design_scores_gemma":[0.0009128289,0.0003688381,0.0001058448,0.000294041,0.003591162,0.000009502393,0.00003487419,0.00004685607,0.3412828,0.007250368,0.6441895,0.001913297],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2051759,0.001600996,0.0008670807,0.0004225971,0.003640211,0.004491596,0.002483561,0.002832663,0.7784854],"genre_scores_gemma":[0.1152151,0.000009850549,0.0006667468,0.0002215007,0.0004158109,0.0001130453,0.00008848023,0.0002063624,0.8830631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6417724,"threshold_uncertainty_score":0.9998325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385812093","doi":"10.1115/1.862tsc_ch2","title":"Thermal Spreading in Isotropic Half-Space Regions","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Isotropy; Annulus (botany); Adiabatic process; Planar; Space (punctuation); Geometry; Half-space; Surface (topology); Physics; Materials science; Optics; Mathematics; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.02096513119100221,"gpt":0.2064433506127777,"spread":0.1854782194217755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004974206,0.0002490649,0.0002494102,0.0002218147,0.00003509365,0.00002530655,0.0001224649,0.0003085519,0.00006031489],"category_scores_gemma":[0.00000333403,0.0002767229,0.00009010513,0.00002010577,0.00002700477,0.00003532976,0.00001739489,0.0004131836,0.0003026794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008164788,"about_ca_system_score_gemma":0.00002482728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003086555,"about_ca_topic_score_gemma":0.0002634743,"domain_scores_codex":[0.9991996,0.000007385524,0.0002186298,0.0002006738,0.0001248041,0.0002488932],"domain_scores_gemma":[0.9996254,0.00004532768,0.00001036562,0.0002461254,0.00001514862,0.00005765868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001364939,0.000007968379,0.00006900979,0.0004371893,0.0002624332,0.0003843135,0.002802183,0.08286396,0.001501897,0.8921778,0.004315728,0.01516387],"study_design_scores_gemma":[0.00549354,0.0003779722,0.001974498,0.007540629,0.0007190036,0.00006436293,0.0002357725,0.1088017,0.006651533,0.06525987,0.7947038,0.008177342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000211699,0.00009127826,0.004001501,0.00007978122,0.0004217428,0.0002325876,0.0000104546,0.0006141574,0.9943368],"genre_scores_gemma":[0.1523246,0.0002053337,0.000443143,0.00005164258,0.000323566,0.00003559906,0.00005609207,0.000325646,0.8462343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8269179,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}