{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":58,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":58,"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","author_layer_release":"2026-06-26"},"query_hash":"c05881d4dc1f","filters":{"venue":"Ceramic transactions /Ceramic transactions"}},"results":[{"id":"W602540425","doi":"10.1002/9780470483428","title":"Materials Innovations in an Emerging Hydrogen Economy","year":2008,"lang":"en","type":"book","venue":"Ceramic transactions /Ceramic transactions","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Materials science; Hydrogen economy; Hydrogen; Nanotechnology; Engineering physics; Hydrogen fuel; Engineering; Organic chemistry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02376093793772809,"gpt":0.2574103572180356,"spread":0.2336494192803075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006598952,0.001345739,0.001747574,0.001811262,0.001201934,0.0004557609,0.001064587,0.001422839,0.01599707],"category_scores_gemma":[0.00000865069,0.001592019,0.0004935305,0.000775073,0.0005215021,0.002026446,0.00001432507,0.001261199,0.001590517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745,"about_ca_system_score_gemma":0.001886969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008161314,"about_ca_topic_score_gemma":0.001710203,"domain_scores_codex":[0.9932773,0.0004013511,0.002515999,0.001862584,0.0005424827,0.001400263],"domain_scores_gemma":[0.996869,0.0001313738,0.000632873,0.001621064,0.0003233387,0.0004223445],"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":[0.0003090771,0.001694775,0.000003518395,0.0007655215,0.000523415,0.0004322538,0.005309358,0.03087942,0.9388056,0.002170677,0.001430362,0.01767607],"study_design_scores_gemma":[0.006495622,0.0006687587,0.0001095503,0.001117059,0.001697406,0.002334118,0.0006828873,0.001457683,0.5426486,0.01170324,0.4231468,0.007938278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6435124,0.001150078,0.2636727,0.0008398394,0.01025646,0.005710688,0.009506924,0.003192022,0.06215883],"genre_scores_gemma":[0.7770758,0.001228663,0.001473283,0.0005156092,0.0009526523,0.001128776,0.001949366,0.0006649743,0.2150109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4217164,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790496330","doi":"10.1002/9781119423829.ch19","title":"Challenges in Spark Plasma Sintering of Cerium (IV) Oxide","year":2018,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Spark plasma sintering; Materials science; Graphite; Sintering; Pellet; Electrical resistivity and conductivity; Oxide; Plasma; Electrical conductor; Cerium; Composite material; Metallurgy; Electrical engineering","authors":[{"name":"Anil Prasad","is_ca":true},{"name":"Linu Malakkal","is_ca":true},{"name":"Lukas Bichler","is_ca":true},{"name":"Jerzy A. Szpunar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03622142200760267,"gpt":0.2748660903620767,"spread":0.238644668354474,"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":[0.000374261,0.001029161,0.00135947,0.001355504,0.0002141019,0.00007656022,0.0009818458,0.0009138559,0.02604707],"category_scores_gemma":[0.00001409041,0.001158788,0.0004748723,0.0006769737,0.0008276246,0.0004294674,0.00001610463,0.0008689545,0.001236295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006046496,"about_ca_system_score_gemma":0.0002521713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008762623,"about_ca_topic_score_gemma":0.007971468,"domain_scores_codex":[0.9950116,0.0002514071,0.001425839,0.001524836,0.0006739816,0.001112313],"domain_scores_gemma":[0.9973094,0.0002060317,0.0006160975,0.001506441,0.0001246053,0.0002373697],"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":[0.00148445,0.007195448,0.00005050801,0.009793965,0.002238584,0.0002534115,0.008100923,0.07442839,0.6550804,0.0008437235,0.01673103,0.2237992],"study_design_scores_gemma":[0.006912131,0.0006911653,0.0004095194,0.005232465,0.001192276,0.0004611835,0.003265425,0.004943477,0.1432534,0.0008627353,0.8280726,0.004703607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007226539,0.003791331,0.6461556,0.0003171842,0.00874541,0.002231028,0.001497136,0.001548121,0.3284876],"genre_scores_gemma":[0.585345,0.01796416,0.02533843,0.00007253953,0.0006030097,0.0005310815,0.0000957427,0.002108233,0.3679418],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8113416,"threshold_uncertainty_score":0.9995413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1499742303","doi":"10.1002/9781118406069.ch6","title":"Electrochemical Deposition and Patterning of Calcium Phosphate Bioceramic Coating","year":2006,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Bioceramic; Materials science; Electrochemistry; Coating; Deposition (geology); Calcium; Nanotechnology; Chemical engineering; Metallurgy; Electrode; Engineering; Chemistry; Physical chemistry","authors":[{"name":"Ke Duan","is_ca":true},{"name":"Yuwei Fan","is_ca":true},{"name":"Rizhi Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006080477734334178,"gpt":0.2006507657832284,"spread":0.1945702880488942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009762608,0.0008229286,0.0009231272,0.0007176215,0.0001544362,0.00009056978,0.0002318832,0.0008285235,0.0008274528],"category_scores_gemma":[0.000002615779,0.001018576,0.0002645764,0.000456697,0.0001846568,0.0001764428,0.000003624102,0.0009117849,0.0000308725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002809194,"about_ca_system_score_gemma":0.00005265889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009663934,"about_ca_topic_score_gemma":0.0004450894,"domain_scores_codex":[0.9974539,0.00005758111,0.0008648969,0.0006170789,0.0003026628,0.0007039141],"domain_scores_gemma":[0.9990274,0.00008994803,0.0001826584,0.000492272,0.00004561689,0.0001620956],"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":[0.00004411177,0.0002983485,0.00001568748,0.003530915,0.001348364,0.00002320831,0.000495714,0.06816012,0.8847483,0.00004989267,0.003528207,0.03775716],"study_design_scores_gemma":[0.005225642,0.000332852,0.0007065696,0.003612747,0.003295836,0.0009185909,0.0002023502,0.1435156,0.792439,0.0001842942,0.04380294,0.005763503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00677855,0.00321142,0.9765595,0.00003299656,0.001402875,0.0006859184,0.0006752947,0.00246286,0.008190636],"genre_scores_gemma":[0.9633174,0.00126559,0.006883536,0.00001529789,0.0002708248,0.0001731848,0.0003582252,0.001524706,0.02619126],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9696759,"threshold_uncertainty_score":0.9992265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1480069652","doi":"10.1002/9780470930991.ch26","title":"Nanocoating Enhanced Optical Fiber Sensors","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Materials science; Refractive index; Optical fiber; Monolayer; Fiber optic sensor; Optoelectronics; Chemical vapor deposition; Grating; Fiber; Optics; Nanotechnology; Composite material","authors":[{"name":"Mateusz Śmietana","is_ca":true},{"name":"Wojtek J. Bock","is_ca":true},{"name":"J. Szmidt","is_ca":false},{"name":"Gary Pickrell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007147633166604518,"gpt":0.2203657729001309,"spread":0.2132181397335264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0001141076,0.001409737,0.001165751,0.00108091,0.0004285081,0.0001452415,0.0005644009,0.002111171,0.02926609],"category_scores_gemma":[0.00001308118,0.001664727,0.0007439385,0.0009255855,0.0004582652,0.0003126854,0.000004446755,0.003887055,0.002139967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608834,"about_ca_system_score_gemma":0.0001400625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000149802,"about_ca_topic_score_gemma":0.00119197,"domain_scores_codex":[0.9957387,0.00007171195,0.001044433,0.001187289,0.0005862688,0.001371619],"domain_scores_gemma":[0.9975497,0.0002811912,0.0001770382,0.001402129,0.00009929002,0.0004907106],"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":[0.00006143266,0.0005422901,5.809376e-7,0.001029948,0.002299789,0.00007854488,0.001398788,0.5218335,0.07157902,0.0001446535,0.01128191,0.3897495],"study_design_scores_gemma":[0.003138442,0.0001201985,0.00003210599,0.0008035812,0.001614831,0.000601934,0.0005605959,0.03087756,0.04133788,0.0001903346,0.9159613,0.004761237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0006447462,0.0003874433,0.6946958,0.00008879537,0.003953432,0.001099254,0.0006075678,0.00560256,0.2929204],"genre_scores_gemma":[0.1264495,0.001582609,0.05392748,0.00007791066,0.0009302135,0.0005214732,0.0002356586,0.004628528,0.8116466],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9046794,"threshold_uncertainty_score":0.9998653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1540420450","doi":"10.1002/9781118751015.ch3","title":"Effect of Cold Work and Aging on a Cobalt‐Nickel Based Alloy","year":2013,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Alloy; Work (physics); Metallurgy; Microstructure; Nickel; Cobalt; Mechanical engineering; Engineering","authors":[{"name":"Andrew Barrow","is_ca":true},{"name":"Rui Yang","is_ca":false},{"name":"L.E. Kay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004764350709653161,"gpt":0.1951384580683387,"spread":0.1903741073586855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001573471,0.001082549,0.001123055,0.000936338,0.0002252061,0.0001113163,0.0003776811,0.0008957174,0.002772427],"category_scores_gemma":[0.000005319475,0.001061899,0.0004432688,0.0006216108,0.0004371336,0.0001688934,0.000003388966,0.001379539,0.0001425664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309782,"about_ca_system_score_gemma":0.00009142532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004000448,"about_ca_topic_score_gemma":0.0002984364,"domain_scores_codex":[0.9972808,0.0001810464,0.0006939753,0.000749371,0.00037884,0.0007159659],"domain_scores_gemma":[0.9983875,0.0003229746,0.0001599767,0.0008385957,0.00005235104,0.0002386137],"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":[0.0008331563,0.0008870874,0.0001484792,0.01594167,0.00833417,0.0000601766,0.002075626,0.5173362,0.08715854,0.0003432437,0.0514805,0.3154011],"study_design_scores_gemma":[0.01603085,0.002471418,0.0007015312,0.008173108,0.006780307,0.0002449025,0.0002786645,0.07926205,0.1518603,0.00003787779,0.7255316,0.008627389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02132226,0.008970871,0.8988945,0.0004508989,0.006562375,0.006429972,0.002233097,0.006772291,0.04836377],"genre_scores_gemma":[0.855306,0.0009516558,0.001166198,0.00007597085,0.0001350265,0.0004083548,0.00007018225,0.001498715,0.1403879],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8977283,"threshold_uncertainty_score":0.9991831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1606873614","doi":"10.1002/9781118408049.ch2","title":"Characterization and Properties of Calcium Silicate Hydrate Polymer Nanocomposites","year":2006,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Silicate; Materials science; Calcium silicate hydrate; Characterization (materials science); Calcium silicate; Nanocomposite; Hydrate; Polymer; Chemical engineering; Calcium; Mineralogy; Polymer science; Nanotechnology; Composite material; Metallurgy; Organic chemistry; Geology; Chemistry","authors":[{"name":"S. C. Mojumdar","is_ca":true},{"name":"Laïla Raki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01401899005210741,"gpt":0.2107161640394599,"spread":0.1966971739873525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001136449,0.0007836478,0.0009356377,0.0007118683,0.0004565476,0.0001906361,0.0004060685,0.0006082457,0.001944933],"category_scores_gemma":[0.000001396399,0.000717723,0.0003211401,0.0004526503,0.0007167623,0.0003918243,0.000009549339,0.0004695694,0.00009884382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003475,"about_ca_system_score_gemma":0.0001692799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707211,"about_ca_topic_score_gemma":0.0007158041,"domain_scores_codex":[0.9969431,0.0001943033,0.0009123705,0.0008972571,0.0003895957,0.0006633332],"domain_scores_gemma":[0.9985754,0.00004014447,0.000453128,0.0006618778,0.00009054156,0.000178928],"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":[0.00008417755,0.0003022091,0.000009393975,0.0004746214,0.0001544391,0.000002454103,0.0003492792,0.0001794952,0.9904183,0.00002870096,0.0002996618,0.007697334],"study_design_scores_gemma":[0.0008098772,0.0001070404,0.0001609377,0.0005846001,0.0005677986,0.00008449612,0.0000527437,0.0007107366,0.9631181,0.00001089663,0.03291539,0.0008773399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1596992,0.03482344,0.7565835,0.0009679469,0.004237692,0.004136164,0.007721065,0.003151298,0.02867976],"genre_scores_gemma":[0.7216014,0.0008053896,0.0003069193,0.00007067679,0.0001547118,0.000186851,0.0001578808,0.0005040096,0.2762122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7562765,"threshold_uncertainty_score":0.9995274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1511242861","doi":"10.1002/9780470551523.ch5","title":"Formation of Electrodeposited Ni‐Al <sub>2</sub> O <sub>3</sub> Composite Coatings","year":2009,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Materials science; Composite number; Metallurgy; Nanotechnology; Chemical engineering; Engineering physics; Polymer science; Composite material; Engineering","authors":[{"name":"Ratan K. Saha","is_ca":true},{"name":"Tahir I. Khan","is_ca":true},{"name":"L. B. Glenesk","is_ca":true},{"name":"Ikram ul Haq","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004423438716936316,"gpt":0.1905896179604595,"spread":0.1861661792435232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002048949,0.001454548,0.001441701,0.001949753,0.0006300022,0.0002023746,0.0005630555,0.00126198,0.0002075503],"category_scores_gemma":[0.00000502258,0.00180858,0.0008860272,0.001841267,0.000233688,0.0007001432,0.000004513977,0.002611218,0.0001593576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008981525,"about_ca_system_score_gemma":0.0002023333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813173,"about_ca_topic_score_gemma":0.001905827,"domain_scores_codex":[0.994746,0.0002058674,0.00166564,0.00101912,0.0008316748,0.001531709],"domain_scores_gemma":[0.9977958,0.0001225466,0.0005370214,0.0009237492,0.0002436311,0.000377212],"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":[0.00008455037,0.0003699668,0.000001150981,0.0005207939,0.000477984,0.000009343645,0.0003873779,0.02288331,0.9009539,0.00004628736,0.008254319,0.06601095],"study_design_scores_gemma":[0.002121585,0.0003490226,0.0001110272,0.000764733,0.001090105,0.000492644,0.00006381483,0.03351014,0.9544722,0.0001171016,0.005120899,0.001786689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0487957,0.001495725,0.9290705,0.000406763,0.0009527066,0.001573483,0.0006240623,0.004252563,0.01282849],"genre_scores_gemma":[0.9872279,0.006279557,0.001072086,0.0003805602,0.0002286104,0.0002803004,0.0009974523,0.001303963,0.002229582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9384322,"threshold_uncertainty_score":0.9998204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1545823786","doi":"10.1002/9780470483428.ch11","title":"Thermodynamic Analysis of a Novel Hydrogen Storage Material: Nanoporous Silicon","year":2008,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Alberta; National Aeronautics and Space Administration","keywords":"Nanoporous; Materials science; Hydrogen storage; Hydrogen; Silicon; Thermodynamics; Catalysis; Engineering physics; Chemical engineering; Nanotechnology; Metallurgy; Engineering; Organic chemistry; Chemistry; Physics","authors":[{"name":"Peter J. Schubert","is_ca":false},{"name":"Alan D. Wilks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01273859467364436,"gpt":0.2428953904069382,"spread":0.2301567957332938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004432449,0.001178682,0.002145236,0.002613785,0.0005423119,0.0001893686,0.001657229,0.001020208,0.03081981],"category_scores_gemma":[0.00001800333,0.001239356,0.001052513,0.003061395,0.001420059,0.0004798812,0.00002208033,0.0006026207,0.0002592404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055877,"about_ca_system_score_gemma":0.0007219519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005129633,"about_ca_topic_score_gemma":0.003400603,"domain_scores_codex":[0.9941,0.0001822336,0.001628375,0.001840346,0.001114038,0.001135004],"domain_scores_gemma":[0.9961438,0.0001737831,0.001069275,0.002088238,0.0002011886,0.000323712],"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":[0.0001131225,0.001252826,0.0000020629,0.0004549452,0.001818607,0.00002739522,0.0009300386,0.03637193,0.9562659,0.00005261834,0.0006402922,0.002070216],"study_design_scores_gemma":[0.00902656,0.0008787278,0.000846975,0.001875075,0.04105434,0.002123571,0.001384769,0.1503701,0.7109427,0.0003181369,0.06977366,0.01140535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1200077,0.000788286,0.8315655,0.0001052598,0.005242597,0.001779456,0.02009581,0.002142581,0.01827279],"genre_scores_gemma":[0.910314,0.001323205,0.00297821,0.00007952034,0.000187876,0.0002934519,0.0005710727,0.0009535652,0.08329907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8285873,"threshold_uncertainty_score":0.9990056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1485291438","doi":"10.1002/9781118019467.ch23","title":"Synthesis of Solar‐Grade Silicon from Rice Husk Ash – An Integrated Process","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Husk; Materials science; Silicon; Process (computing); Chemical engineering; Process engineering; Waste management; Metallurgy; Botany; Engineering; Computer science","authors":[{"name":"K. Larbi","is_ca":true},{"name":"Mansoor Barati","is_ca":true},{"name":"Alex McLean","is_ca":true},{"name":"R. M. Roy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01206904135002703,"gpt":0.2291555426119871,"spread":0.21708650126196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002042282,0.0008611731,0.001158579,0.0008280816,0.0006146984,0.00006459294,0.0007370712,0.001623202,0.04349844],"category_scores_gemma":[0.00002245464,0.0008127503,0.0004453023,0.0007744726,0.0009357411,0.0003707805,0.00000162594,0.002093745,0.0002973185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002414086,"about_ca_system_score_gemma":0.0003169001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04258814,"about_ca_topic_score_gemma":0.2262118,"domain_scores_codex":[0.9966119,0.0003311673,0.0008007927,0.001136099,0.0003902189,0.000729832],"domain_scores_gemma":[0.9977915,0.0005223893,0.0003949483,0.0008751064,0.0001295881,0.0002865112],"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":[0.0008780326,0.003618399,0.005692123,0.00145437,0.009320948,0.0001255519,0.006370587,0.03189416,0.005489167,0.00003794935,0.01216658,0.9229521],"study_design_scores_gemma":[0.01173747,0.002616083,0.1988884,0.003044424,0.02187097,0.001178873,0.0155312,0.04144577,0.02837449,0.005689234,0.6538405,0.01578263],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08494526,0.007242652,0.5829712,0.002069604,0.01511238,0.004443519,0.06046363,0.004208385,0.2385434],"genre_scores_gemma":[0.9250947,0.001624707,0.002104623,0.0001576176,0.0003361287,0.00007378546,0.00131474,0.0002461108,0.06904759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9071695,"threshold_uncertainty_score":0.9996729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2505801721","doi":"10.1002/9780470880456","title":"Innovative Processing and Manufacturing of Advanced Ceramics and Composites","year":2010,"lang":"en","type":"book","venue":"Ceramic transactions /Ceramic transactions","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Ceramic; Materials processing; Manufacturing engineering; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007708488078929173,"gpt":0.2078812986430436,"spread":0.2001728105641144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001165607,0.0008489694,0.0009132971,0.0008463926,0.0004987008,0.0001245476,0.0003129792,0.001032195,0.0001179807],"category_scores_gemma":[0.000006685766,0.0009516156,0.0001711055,0.0002480473,0.0008749535,0.0004012319,0.00001457087,0.002378545,0.000005720417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318266,"about_ca_system_score_gemma":0.0001451057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002571239,"about_ca_topic_score_gemma":0.0001250968,"domain_scores_codex":[0.997655,0.00002798276,0.0007980278,0.0007148533,0.0002625343,0.0005415732],"domain_scores_gemma":[0.9987168,0.000257484,0.0002304395,0.0005096035,0.0001587582,0.0001269306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004273327,0.00008648678,0.000004447148,0.002073171,0.0005928031,0.00000979372,0.001388972,0.02441255,0.009513243,0.0002337785,0.00008188531,0.9615601],"study_design_scores_gemma":[0.007237856,0.0008034317,0.006695016,0.006159048,0.003242383,0.001575399,0.003864854,0.07035206,0.7306443,0.02456411,0.1350666,0.009795003],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1321351,0.002878636,0.8340141,0.0002293825,0.001310337,0.001451995,0.001427405,0.003906562,0.0226465],"genre_scores_gemma":[0.9709838,0.002603168,0.00942681,0.00002064144,0.00007279901,0.00008223631,0.0001210209,0.0002551884,0.01643434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9517651,"threshold_uncertainty_score":0.999923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205118315","doi":"10.1002/9781118370940.ch16","title":"Interfacial Phenomena","year":2006,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Wetting; Surface tension; Materials science; Surface energy; Aluminium; Wetting transition; Surface (topology); Solid surface; Composite material; Metallurgy; Thermodynamics; Chemical physics; Chemistry; Physics","authors":[{"name":"C. Allaire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006334689948262529,"gpt":0.1877344038833708,"spread":0.1813997139351083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007041574,0.00124901,0.0009543324,0.001095393,0.00033814,0.0001939311,0.0006284283,0.001135338,0.009236455],"category_scores_gemma":[0.000001546608,0.001379949,0.0005939929,0.0006484386,0.0004180017,0.0002746911,0.00000434767,0.001777535,0.0007110645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007375533,"about_ca_system_score_gemma":0.0001397643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226695,"about_ca_topic_score_gemma":0.00658213,"domain_scores_codex":[0.9967806,0.00006950338,0.0008486767,0.0008742869,0.000405699,0.001021259],"domain_scores_gemma":[0.9985994,0.00004430714,0.0001277982,0.0009426444,0.00006007738,0.0002257433],"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":[0.0001234651,0.0007266059,0.000007170044,0.002390054,0.005070698,0.0000707452,0.002446512,0.2528697,0.02173053,0.0001455459,0.3615342,0.3528847],"study_design_scores_gemma":[0.001266411,0.00006033738,0.00004062772,0.0002955814,0.0007479229,0.0001777609,0.0001615032,0.006867454,0.00226341,0.0001110853,0.9860437,0.001964235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0001376321,0.003297079,0.7133587,0.00006857823,0.005210704,0.000910815,0.00167937,0.005525821,0.2698113],"genre_scores_gemma":[0.2587192,0.001588874,0.002561967,0.00007680016,0.001205369,0.0003352425,0.0003755216,0.003370618,0.7317664],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7107968,"threshold_uncertainty_score":0.998865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1501808983","doi":"10.1002/9781118019467.ch20","title":"A Novel Purification Method for Production of Solar Grade Silicon","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Silicon; Production (economics); Engineering physics; Solar cell; Process engineering; Nanotechnology; Optoelectronics; Engineering","authors":[{"name":"Shaghayegh Esfahani","is_ca":true},{"name":"Mansoor Barati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01858598257414543,"gpt":0.2533666653155753,"spread":0.2347806827414299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000235168,0.0007206665,0.0008230631,0.001251268,0.0002479586,0.000052841,0.0004781509,0.00166094,0.0009088716],"category_scores_gemma":[0.00001955985,0.0008236861,0.0006299908,0.0007243459,0.0003198238,0.00020912,0.000002184014,0.00154628,0.00002912837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885931,"about_ca_system_score_gemma":0.0001146572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282628,"about_ca_topic_score_gemma":0.002063319,"domain_scores_codex":[0.9975112,0.00004626505,0.0007864615,0.0007997382,0.0002830512,0.0005732504],"domain_scores_gemma":[0.9982988,0.000131702,0.0002162982,0.001128186,0.0001035296,0.0001214313],"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":[0.00004318857,0.000797494,0.000002685605,0.001705765,0.001258923,9.24094e-7,0.0007711465,0.02896049,0.6742286,0.0004387595,0.006122715,0.2856693],"study_design_scores_gemma":[0.002496638,0.0001774641,0.0001429337,0.0004087382,0.001744674,0.0001995206,0.0009826053,0.06908207,0.2893984,0.0005567113,0.6326723,0.002138011],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0003799421,0.0007906645,0.9817836,0.0002772789,0.004442983,0.002064055,0.0009278521,0.003749619,0.005584021],"genre_scores_gemma":[0.294551,0.009054042,0.3382657,0.00008477369,0.001152778,0.004143815,0.0009902437,0.004837612,0.34692],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6435179,"threshold_uncertainty_score":0.9996351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1599396494","doi":"10.1002/9781118380802.ch3","title":"Morphotropic Phase Boundary and Related Properties in Relaxor‐Based Piezoelectric Perovskite Solid Solutions","year":2006,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Phase boundary; Perovskite (structure); Piezoelectricity; Phase (matter); Solid solution; Boundary (topology); Condensed matter physics; Thermodynamics; Composite material; Crystallography; Metallurgy; Mathematical analysis; Mathematics","authors":[{"name":"Alexei A. Bokov","is_ca":true},{"name":"Z.‐G. Ye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01434263340022976,"gpt":0.234648145688436,"spread":0.2203055122882062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004622707,0.001257607,0.001486676,0.002438498,0.001055409,0.0004042778,0.0005745374,0.001359281,0.009083368],"category_scores_gemma":[0.00001727873,0.00129672,0.0004422498,0.002011198,0.0007288374,0.0004388901,0.000008369891,0.001611115,0.0002907508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008115978,"about_ca_system_score_gemma":0.001136541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005923418,"about_ca_topic_score_gemma":0.005033159,"domain_scores_codex":[0.9937342,0.0005641489,0.001610968,0.001664125,0.0006543552,0.001772138],"domain_scores_gemma":[0.9979009,0.0001691675,0.0005135597,0.0009816054,0.0001159386,0.0003188275],"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":[0.001978381,0.01460749,0.00003627094,0.003848688,0.001699514,0.0006047793,0.002634708,0.03887001,0.5597237,0.0005647311,0.07175398,0.3036777],"study_design_scores_gemma":[0.05811305,0.00519157,0.00076938,0.005301476,0.007961072,0.004016988,0.0006512022,0.2956748,0.05147229,0.003400913,0.5499771,0.01747007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02391656,0.02022863,0.8898682,0.000977549,0.004910669,0.00497188,0.002581379,0.003958799,0.04858634],"genre_scores_gemma":[0.8169925,0.002173321,0.0009663675,0.0001156654,0.0001885003,0.0006080555,0.0002838527,0.000826938,0.1778448],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8889018,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1485521874","doi":"10.1002/9780470880456.ch16","title":"Aqueous Processing of TiC Preforms for Advanced Cermet Preparation","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Advanced materials and composites","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Cermet; Materials science; Aqueous solution; Chemical engineering; Metallurgy; Ceramic; Organic chemistry; Engineering","authors":[{"name":"Rachel Collier","is_ca":true},{"name":"Kevin P. Plucknett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005514673711781297,"gpt":0.2313862608990334,"spread":0.2258715871872521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006706807,0.0006453901,0.0007636893,0.0005059705,0.0002369622,0.00007114709,0.0002951388,0.0007360783,0.001333939],"category_scores_gemma":[0.000003081269,0.0006680458,0.0003635101,0.0003427441,0.00014945,0.0003330928,0.000001816595,0.0006178872,0.00002159877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685157,"about_ca_system_score_gemma":0.000121058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007967,"about_ca_topic_score_gemma":0.001094564,"domain_scores_codex":[0.9979501,0.000022326,0.0007357963,0.0005391164,0.0002238435,0.0005287777],"domain_scores_gemma":[0.9989173,0.00006259866,0.0002281024,0.0005611436,0.0001028079,0.0001279825],"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":[0.0002254456,0.0004339343,4.36238e-7,0.004197528,0.0006554394,0.000002374667,0.0007183855,0.2305682,0.2525478,0.00007319331,0.001275988,0.5093013],"study_design_scores_gemma":[0.005574061,0.0006785375,0.00003298777,0.001898403,0.002277587,0.0002174578,0.000323621,0.1214686,0.212866,0.001998203,0.648948,0.00371651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001066803,0.001332022,0.9744252,0.00002947015,0.002150141,0.00174635,0.001330017,0.001762814,0.01615716],"genre_scores_gemma":[0.8247741,0.002114702,0.0406369,0.00003116376,0.0004320743,0.001623788,0.0005480548,0.001949325,0.1278898],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9337883,"threshold_uncertainty_score":0.999579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1516070251","doi":"10.1002/9781118144527.ch2","title":"Characterization of Electrochemical Cycling Induced Graphite Electrode Damage in Lithium‐Ion Cells","year":2011,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Graphite; Electrode; Lithium (medication); Electrochemistry; Ion; Cycling; Characterization (materials science); Chemical engineering; Nanotechnology; Composite material; Physical chemistry; Organic chemistry; Chemistry","authors":[{"name":"Sandeep Bhattacharya","is_ca":true},{"name":"A.R. Riahi","is_ca":true},{"name":"A.T. Alpas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009709785321550124,"gpt":0.214803188204831,"spread":0.2050934028832809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000145822,0.0008453138,0.000997394,0.001636967,0.0001073483,0.00004279448,0.0004571371,0.0009893792,0.00461892],"category_scores_gemma":[0.000002773682,0.001049407,0.0002552761,0.00100976,0.0001390211,0.0003636433,0.000003898588,0.001290544,0.00008074658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821924,"about_ca_system_score_gemma":0.00008572962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043904,"about_ca_topic_score_gemma":0.0005527845,"domain_scores_codex":[0.9967958,0.0001271026,0.001187104,0.000732642,0.0003241579,0.0008331681],"domain_scores_gemma":[0.9986809,0.00005561815,0.0002876899,0.0007861606,0.00005538379,0.0001342711],"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":[0.00004749789,0.0002630641,0.00000399018,0.0004448511,0.000255561,0.000004045978,0.0003621864,0.001347019,0.9942987,0.00001958199,0.0001129412,0.002840563],"study_design_scores_gemma":[0.001302704,0.0001054194,0.0002764772,0.0006489432,0.0003744622,0.000026547,0.00004480907,0.001037063,0.9866509,0.000195819,0.008072186,0.001264687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.101409,0.0001888698,0.8802125,0.00003028314,0.003116171,0.001460185,0.0007354764,0.001562175,0.01128533],"genre_scores_gemma":[0.9692969,0.003191215,0.002102881,0.00005189032,0.00026446,0.0003665159,0.00056365,0.001514491,0.022648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8781097,"threshold_uncertainty_score":0.9991956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1576680660","doi":"10.1002/9781118370940.ch7","title":"Corrosion of Industrial Refractories","year":2006,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Material Properties and Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Corrosion; Metallurgy; Forensic engineering; Engineering","authors":[{"name":"Michel Rigaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02106811842511726,"gpt":0.2351444689677187,"spread":0.2140763505426014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001743217,0.000687612,0.0009034593,0.0005158521,0.000455688,0.000145536,0.0005904287,0.001031826,0.02152966],"category_scores_gemma":[0.000006256889,0.0006687773,0.0004146404,0.000572009,0.0005465999,0.0002323215,0.000007636471,0.0007182852,0.0003582719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155726,"about_ca_system_score_gemma":0.0003101748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008170038,"about_ca_topic_score_gemma":0.002647881,"domain_scores_codex":[0.9967971,0.0001502709,0.00105522,0.0008651653,0.0005151368,0.0006171144],"domain_scores_gemma":[0.9980435,0.00008646824,0.0005578387,0.001019759,0.0001226848,0.0001697292],"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":[0.0003862678,0.00220419,0.00001318314,0.0008615438,0.0002640393,0.00001032913,0.0005937213,0.00538941,0.747099,0.0008711834,0.1980833,0.04422382],"study_design_scores_gemma":[0.001741276,0.0001812048,0.00002499563,0.0005817819,0.0006866919,0.00004533222,0.0002005566,0.0002719584,0.08658618,0.0002623925,0.9082037,0.001213919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003332752,0.0010108,0.8290913,0.000481844,0.00873191,0.002414467,0.008801933,0.002065457,0.1440695],"genre_scores_gemma":[0.5216648,0.0006570753,0.001965536,0.00005352861,0.0008928444,0.0003854696,0.0004346446,0.0009090354,0.4730371],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8271258,"threshold_uncertainty_score":0.9995763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1494908460","doi":"10.1002/9781118996652.ch21","title":"Commercial Phase Change Material for Thermal Energy Storage Applications with Only PCM and Metal Foam Infiltrated PCM in a Latent Heat Thermal Energy Storage System","year":2014,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Phase Change Materials Research","field":"Engineering","cited_by":4,"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":"Thermal energy storage; Materials science; Latent heat; Phase-change material; Phase change; Thermal; Metal foam; Energy storage; Heat energy; Thermal energy; Thermodynamics; Composite material; Mechanics; Metal; Mechanical engineering; Metallurgy; Engineering; Physics","authors":[{"name":"M. Hasan","is_ca":true},{"name":"Latifa Begum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02283487346055397,"gpt":0.2489467918422025,"spread":0.2261119183816485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002446052,0.001198811,0.001378902,0.001483221,0.0004408611,0.000270956,0.0005300865,0.0009784224,0.001591166],"category_scores_gemma":[0.000001517829,0.001217348,0.0003173063,0.000760006,0.0003219437,0.0003368351,0.000009852297,0.0007298742,0.00002157171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007833496,"about_ca_system_score_gemma":0.0002097197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004962923,"about_ca_topic_score_gemma":0.01325956,"domain_scores_codex":[0.996054,0.000315493,0.0009011022,0.001039518,0.000476548,0.001213327],"domain_scores_gemma":[0.998287,0.000139884,0.0001567678,0.0009084594,0.0001094424,0.0003984567],"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":[0.005258165,0.005619128,0.00001285681,0.01195373,0.008852061,0.0003074225,0.005258296,0.1389478,0.4169772,0.002133065,0.002843664,0.4018367],"study_design_scores_gemma":[0.05228505,0.003201503,0.0005943861,0.003762119,0.005484486,0.001682799,0.001390227,0.4231286,0.04069577,0.00008344896,0.4562786,0.01141308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0181782,0.001141081,0.9580394,0.0001288524,0.00187484,0.003342558,0.01166118,0.002146878,0.003486983],"genre_scores_gemma":[0.9829132,0.0007137927,0.0004866988,0.00006379298,0.001103367,0.006843889,0.00171593,0.001412426,0.004746892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.964735,"threshold_uncertainty_score":0.9993215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1544849405","doi":"10.1002/9780470522189.ch15","title":"A Novel Method to Spray Tungsten Carbide Using Low Pressure Cold Spray Technology","year":2009,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Advanced materials and composites","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CenterLine (Canada)","funders":"","keywords":"Tungsten carbide; Gas dynamic cold spray; Materials science; Thermal spraying; Metallurgy; Tungsten; Spray forming; Carbide; Composite material","authors":[{"name":"J. Wang","is_ca":true},{"name":"Julio Villafuerte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007916007492390577,"gpt":0.2412988421226899,"spread":0.2333828346302994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118126,0.001133171,0.001226681,0.001668788,0.0003535807,0.0001593574,0.0006361409,0.001333405,0.002033036],"category_scores_gemma":[0.0000047407,0.001315386,0.0004380781,0.001358337,0.0001239308,0.00025198,0.000006547181,0.001288653,0.0001316563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004013129,"about_ca_system_score_gemma":0.0001795584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004105884,"about_ca_topic_score_gemma":0.000792113,"domain_scores_codex":[0.9966685,0.00007011955,0.0008130008,0.00104401,0.0003572335,0.001047171],"domain_scores_gemma":[0.9981924,0.0000767158,0.0001582937,0.001073386,0.00009660105,0.0004025451],"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":[0.00002385948,0.0002019657,3.440487e-7,0.0003327532,0.0006877676,0.00001348234,0.000119538,0.4137155,0.5712948,0.0001135617,0.001369983,0.01212637],"study_design_scores_gemma":[0.002214796,0.0001867996,0.00001676351,0.001375687,0.002642354,0.0008216299,0.0002251376,0.01944966,0.1412608,0.0001668725,0.82834,0.003299515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001854764,0.001698644,0.9756899,0.0002667409,0.002091718,0.001527981,0.001761007,0.003988905,0.01278965],"genre_scores_gemma":[0.1642803,0.001278243,0.6037462,0.00052417,0.001109483,0.0008725942,0.0001666466,0.004188861,0.2238335],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.82697,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1512507043","doi":"10.1002/9781118996652.ch22","title":"Phase Change Thermal Energy Storage and Recovery in a Complex‐Shaped Double Pipe Heat Exchanger","year":2014,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Phase Change Materials Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Thermal energy storage; Heat exchanger; Phase change; Phase-change material; Energy storage; Thermodynamics; Heat pipe; Thermal; Nuclear engineering; Metallurgy; Heat transfer; Engineering","authors":[{"name":"M. Hasan","is_ca":true},{"name":"Tonny Tabassum","is_ca":true},{"name":"Latifa Begum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04813723944008313,"gpt":0.2790824044975838,"spread":0.2309451650575007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002859933,0.001030848,0.001159419,0.002071875,0.0002471849,0.0002100777,0.0004284134,0.0009702183,0.01509161],"category_scores_gemma":[0.000002404279,0.00118764,0.0003074761,0.0008141468,0.0002636708,0.0004090259,0.000008967058,0.001043397,0.0001535378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005828034,"about_ca_system_score_gemma":0.00007068066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004289171,"about_ca_topic_score_gemma":0.0114005,"domain_scores_codex":[0.9964321,0.0002607435,0.0007231683,0.0009561075,0.0004482055,0.001179704],"domain_scores_gemma":[0.998513,0.0001350726,0.00008305268,0.0008414917,0.0000496994,0.0003776369],"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":[0.002795612,0.006102525,0.000004837933,0.007231863,0.003724053,0.0004441835,0.008398751,0.03355584,0.470075,0.0001034787,0.02219475,0.4453692],"study_design_scores_gemma":[0.02895245,0.0008195154,0.0001872422,0.001397497,0.0008100504,0.0003851067,0.0003490509,0.1976419,0.006254738,0.0001125497,0.7583579,0.004732043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01220304,0.006680157,0.9222555,0.0004780991,0.004300066,0.00318338,0.004923322,0.003805008,0.04217143],"genre_scores_gemma":[0.9257597,0.01130927,0.0004422085,0.0002334324,0.001178737,0.001548729,0.0009677692,0.002223773,0.05633633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9218133,"threshold_uncertainty_score":0.9990574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502234862","doi":"10.1002/9780470880456.ch20","title":"Colloidal Characterization and Aqueous Gel Casting of Barium Titanate Ceramics","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Characterization (materials science); Barium titanate; Ceramic; Aqueous solution; Colloid; Barium; Colloidal particle; Casting; Chemical engineering; Nanotechnology; Mineralogy; Polymer science; Metallurgy; Physical chemistry; Engineering","authors":[{"name":"Cameron Munro","is_ca":true},{"name":"Kevin P. Plucknett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007534967594025045,"gpt":0.2124115803808066,"spread":0.2048766127867815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003509101,0.0008492519,0.001173035,0.0009614038,0.0004945057,0.0002126152,0.0004713925,0.001304676,0.01320846],"category_scores_gemma":[0.00002253473,0.000916748,0.0002871834,0.0008015271,0.000441968,0.0002999358,0.000008557127,0.001115667,0.0001166545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013754,"about_ca_system_score_gemma":0.0004837968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879368,"about_ca_topic_score_gemma":0.001899117,"domain_scores_codex":[0.9962136,0.0002186186,0.001124775,0.001057941,0.0005179095,0.0008671329],"domain_scores_gemma":[0.9979059,0.0001845919,0.0007046624,0.0007464965,0.0001843254,0.0002740615],"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":[0.0001383851,0.0003659974,0.000005297024,0.0007147857,0.0002572992,0.00001709508,0.0005398178,0.0002463485,0.9297667,0.0001934365,0.0007099033,0.0670449],"study_design_scores_gemma":[0.009246291,0.001506611,0.0009534169,0.001758656,0.005523494,0.002951893,0.0006223121,0.03901124,0.3087655,0.0006443077,0.6206441,0.008372182],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02475113,0.0007608488,0.9449802,0.000231423,0.004689321,0.001642488,0.004055649,0.001101443,0.01778749],"genre_scores_gemma":[0.7782492,0.002326042,0.003169429,0.00009662899,0.0004395065,0.000163991,0.0003904617,0.0008546629,0.2143101],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9418108,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1608933318","doi":"10.1002/9780470444191.ch61","title":"Effect of Twinning on the Strain Hardening Behaviors of Two Mg Alloys Deformed Along Four Different Strain Paths","year":2008,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":3,"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":"Materials science; Crystal twinning; Strain hardening exponent; Strain (injury); Composite material; Dynamic strain aging; Metallurgy; Hardening (computing); Crystallography; Strain rate; Microstructure","authors":[{"name":"Lan Jiang","is_ca":true},{"name":"J. J. Jonas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728540184169319,"gpt":0.2491340172484315,"spread":0.2318486154067383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005308221,0.001011611,0.001274692,0.0006036861,0.0007481443,0.00009168347,0.0009608156,0.0005472607,0.01014897],"category_scores_gemma":[0.00001734777,0.0007466737,0.0009130312,0.0005630025,0.0008069079,0.0001652437,0.0000113044,0.001134793,0.00008373547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461142,"about_ca_system_score_gemma":0.0002466622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528541,"about_ca_topic_score_gemma":0.001971046,"domain_scores_codex":[0.9954075,0.0005593933,0.001323234,0.001003372,0.0008563661,0.0008501451],"domain_scores_gemma":[0.9970028,0.0005974369,0.000733128,0.001333501,0.0001150551,0.0002180292],"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":[0.0003315528,0.001400861,0.00004605325,0.001362666,0.0006348566,0.00002495059,0.002283238,0.01441566,0.9117678,0.0005454178,0.001356326,0.06583065],"study_design_scores_gemma":[0.02134814,0.007613155,0.004770716,0.007051548,0.01150267,0.001202598,0.004363565,0.01160312,0.875594,0.0005061552,0.04501812,0.009426172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5280938,0.0007968555,0.4187564,0.0009657211,0.003035426,0.007444102,0.01298794,0.001558179,0.02636167],"genre_scores_gemma":[0.9671832,0.000424909,0.0006917065,0.00005111867,0.0001512537,0.0007614068,0.0001286987,0.0005457327,0.030062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4390894,"threshold_uncertainty_score":0.9994984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801089249","doi":"10.1002/9781119494096.ch26","title":"Nuclear Fuel Modelling and Perspectives on Canadian Efforts in Fuel Development","year":2018,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Nuclear Laboratories; Ontario Tech University","funders":"Canada Research Chairs","keywords":"Nuclear fuel; Nuclear engineering; Ceramic; Scale (ratio); Nuclear reactor; Uranium; Structural material; Materials science; Engineering; Physics; Metallurgy","authors":[{"name":"M.H.A. Piro","is_ca":true},{"name":"Andrew A. Prudil","is_ca":true},{"name":"M. J. Welland","is_ca":true},{"name":"W.R. Richmond","is_ca":true},{"name":"A. Bergeron","is_ca":true},{"name":"E. Torres","is_ca":true},{"name":"Christopher I. Maxwell","is_ca":true},{"name":"Jeremy Pencer","is_ca":true},{"name":"Nigel Harrison","is_ca":true},{"name":"M. Floyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0215188958534596,"gpt":0.2106973126169391,"spread":0.1891784167634795,"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":[0.0002431901,0.0006693756,0.0006437548,0.001090826,0.0005267099,0.0003118021,0.0003373761,0.0006254461,0.02688175],"category_scores_gemma":[0.000002714528,0.0006740957,0.000140927,0.0002938621,0.000396453,0.0002347553,0.000005172636,0.0005227343,0.001422011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006479567,"about_ca_system_score_gemma":0.0004379067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04885834,"about_ca_topic_score_gemma":0.1633352,"domain_scores_codex":[0.9971055,0.0001299479,0.0005772455,0.00105181,0.0003191616,0.000816273],"domain_scores_gemma":[0.9988784,0.0000377408,0.0001382509,0.0005340271,0.00006398294,0.0003475719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005258263,0.009536885,0.00006603177,0.01517742,0.004706724,0.0008658977,0.3927142,0.1762545,0.09661265,0.008373179,0.06367083,0.2267635],"study_design_scores_gemma":[0.001723708,0.0003089678,0.0001907981,0.001267011,0.0002398878,0.0001295089,0.003500218,0.00338796,0.001202599,0.0003381315,0.9855471,0.002164154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.19941,0.01081205,0.1659672,0.002795026,0.01539151,0.007241067,0.003252742,0.004719352,0.5904111],"genre_scores_gemma":[0.8948979,0.002856595,0.00463372,0.000152215,0.00025105,0.0001018314,0.00003140509,0.0008257972,0.09624944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9218763,"threshold_uncertainty_score":0.999571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800765416","doi":"10.1002/9781119494096.ch3","title":"Eco‐Friendly Synthesis of Graphene Using High Pressure Airless Spray System","year":2018,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Graphene research and applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Graphene; Materials science; Nozzle; Supersonic speed; Exfoliation joint; Stack (abstract data type); Environmentally friendly; Nanotechnology; Composite material; Mechanical engineering; Aerospace engineering; Computer science; Engineering","authors":[{"name":"Karanveer S. Aneja","is_ca":false},{"name":"Anand Sawroop Khanna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01261529920596263,"gpt":0.2508545715826294,"spread":0.2382392723766667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000416379,0.000957655,0.001336876,0.00150609,0.0009037657,0.0001818261,0.001171023,0.0009815216,0.01779649],"category_scores_gemma":[0.00001274641,0.0009884828,0.0008085172,0.001539998,0.001146998,0.0003422696,0.00001248251,0.0007311869,0.0006428697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923921,"about_ca_system_score_gemma":0.0005970373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005560511,"about_ca_topic_score_gemma":0.001525656,"domain_scores_codex":[0.994821,0.0004092703,0.001199129,0.001438897,0.000956771,0.001174941],"domain_scores_gemma":[0.9964278,0.0002853918,0.0006545025,0.001827132,0.0003432253,0.0004618904],"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":[0.0007513855,0.006119105,0.00003947502,0.01458113,0.007647882,0.00006969342,0.001381157,0.03814898,0.8393314,0.01025918,0.0400678,0.04160275],"study_design_scores_gemma":[0.005097935,0.0007929811,0.0003904005,0.006987742,0.01246811,0.000817302,0.00302661,0.01178737,0.5398427,0.0008209172,0.4112551,0.006712874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003978678,0.001069255,0.9440835,0.0001400546,0.002317035,0.002109451,0.008965679,0.001642626,0.03569373],"genre_scores_gemma":[0.9205874,0.0005853346,0.01149228,0.00001311513,0.0004105977,0.0007058469,0.00008214528,0.0009394737,0.06518382],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9325912,"threshold_uncertainty_score":0.9992566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1802586285","doi":"10.1002/9780470444191.ch65","title":"An EBSD Study of the Misorientations Related to Dynamic Recrystallization in Mg AM30 Deformed At High Temperatures","year":2008,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":2,"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":"Materials science; Electron backscatter diffraction; Recrystallization (geology); Dynamic recrystallization; Metallurgy; Composite material; Microstructure; Hot working; Geology","authors":[{"name":"Étienne Martin","is_ca":true},{"name":"Stéphane Godet","is_ca":false},{"name":"Lan Jiang","is_ca":true},{"name":"A.M. Elwazri","is_ca":true},{"name":"Pascal Jacques","is_ca":false},{"name":"John J. Jonas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007654229683085735,"gpt":0.2399815540573747,"spread":0.232327324374289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001896604,0.0007204514,0.0007706664,0.000884802,0.001064776,0.000105427,0.0009693467,0.0005542219,0.005508575],"category_scores_gemma":[0.000009752511,0.000616638,0.0002869394,0.002063954,0.0003348512,0.0003120703,0.0000148612,0.0007556865,0.0001337599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007678927,"about_ca_system_score_gemma":0.0003451217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006684807,"about_ca_topic_score_gemma":0.05869984,"domain_scores_codex":[0.9957567,0.0004200129,0.001285506,0.0012057,0.000671999,0.0006600531],"domain_scores_gemma":[0.9974103,0.0000836802,0.0004305558,0.001665689,0.0001726771,0.0002370733],"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":[0.0005849656,0.01348531,0.0003074888,0.0007103619,0.0006035953,0.00002666207,0.02770262,0.3059891,0.6365591,0.0004523033,0.005356647,0.008221916],"study_design_scores_gemma":[0.07663956,0.01391455,0.1585287,0.006964876,0.01380242,0.002622195,0.1104013,0.06019549,0.09858096,0.00302031,0.4246837,0.03064593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028885,0.000441697,0.06783401,0.001055472,0.00360331,0.01031606,0.002672182,0.001306839,0.00988198],"genre_scores_gemma":[0.8851051,0.0003901761,0.0007758457,0.00009909231,0.00003899496,0.001118513,0.0001929074,0.0004481542,0.1118313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5379781,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1493260071","doi":"10.1002/9781118511466.ch25","title":"Injectable Biomimetic Hydrogels with Carbon Nanofibers and Novel Self Assembled Chemistries for Myocardial Applications","year":2012,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Institute for Nanotechnology","funders":"","keywords":"Materials science; Self-healing hydrogels; Nanotechnology; Nanofiber; Carbon nanofiber; Chemical engineering; Polymer chemistry; Carbon nanotube; Engineering","authors":[{"name":"Xiangling Meng","is_ca":false},{"name":"David Stout","is_ca":false},{"name":"Linlin Sun","is_ca":false},{"name":"Hicham Fenniri","is_ca":true},{"name":"Thomas J. Webster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006412951618847838,"gpt":0.2196301238717953,"spread":0.2132171722529475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003105617,0.001033213,0.001081063,0.0006709966,0.0008937564,0.0002218092,0.0006146438,0.001099693,0.001126142],"category_scores_gemma":[0.000002873487,0.00102518,0.0003512712,0.001254583,0.0006081212,0.0002475947,0.00001032985,0.0006720835,0.00006802126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425269,"about_ca_system_score_gemma":0.0006240621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006468052,"about_ca_topic_score_gemma":0.0003801642,"domain_scores_codex":[0.9957124,0.0000735834,0.0008223368,0.001495459,0.0005879329,0.001308282],"domain_scores_gemma":[0.9973069,0.0003626175,0.0004432844,0.001171848,0.0001709612,0.000544347],"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":[0.0002247987,0.00233783,0.00001069109,0.001439108,0.001882927,0.000001939157,0.0006600161,0.0002335119,0.9714566,0.001154247,0.003148047,0.01745031],"study_design_scores_gemma":[0.005804087,0.0003970888,0.00002863518,0.0003863813,0.005358406,0.0004760018,0.000266948,0.001221461,0.2178703,0.0005769054,0.7645266,0.003087179],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005638755,0.001530222,0.9713416,0.0004784797,0.0006693114,0.004252388,0.001960077,0.001944688,0.01725941],"genre_scores_gemma":[0.2818327,0.003673013,0.4305409,0.0004722837,0.002447678,0.0318318,0.001372971,0.004524955,0.2433036],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7613786,"threshold_uncertainty_score":0.999787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1489038799","doi":"10.1002/9781118751015.ch8","title":"Bioactive Rosette Nanotube Composites for Cartilage Applications","year":2013,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Materials science; Rosette (schizont appearance); Composite material; Nanotube; Cartilage; Nanotechnology; Carbon nanotube; Anatomy; Biology","authors":[{"name":"Linlin Sun","is_ca":false},{"name":"Usha D. Hemraz","is_ca":true},{"name":"Hicham Fenniri","is_ca":true},{"name":"Thomas J. Webster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009634830902772182,"gpt":0.2427971448902209,"spread":0.2331623139874487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003097866,0.001307362,0.001363272,0.001005366,0.001057058,0.0006397738,0.001119327,0.00129181,0.01859572],"category_scores_gemma":[0.00001027318,0.001422243,0.0008872628,0.0007507025,0.0005579065,0.0005108761,0.00001193273,0.0007158453,0.002881889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005889068,"about_ca_system_score_gemma":0.00037726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164143,"about_ca_topic_score_gemma":0.000797714,"domain_scores_codex":[0.9946402,0.0003284731,0.001217878,0.001836561,0.000632722,0.00134421],"domain_scores_gemma":[0.9965176,0.000417003,0.0006072816,0.001764396,0.0002841856,0.0004095308],"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":[0.00007893355,0.0007515671,0.000001081909,0.0005524985,0.0004702838,0.000005819251,0.0003648055,0.001733476,0.9696189,0.0004354664,0.01979921,0.006188011],"study_design_scores_gemma":[0.002291169,0.0002081507,0.00002009856,0.0002976838,0.001887019,0.0001457954,0.0004143883,0.001064135,0.4164346,0.0004879702,0.5743799,0.002369103],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001127416,0.000915455,0.9598383,0.0004585772,0.003506827,0.006521191,0.00822897,0.002679978,0.01672324],"genre_scores_gemma":[0.2553875,0.001632051,0.07802508,0.001029835,0.002037657,0.02785589,0.002510291,0.005493749,0.6260279],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8818133,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791551992","doi":"10.1002/9781119423829.ch11","title":"On the Effect of Electric Field During Spark Plasma Sintering — A “faraday Cage” Approach","year":2018,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Advanced materials and composites","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Spark plasma sintering; Sintering; Pellets; Pellet; Electric field; Ceramic; Composite material; Metallurgy; Diffractometer; Scanning electron microscope","authors":[{"name":"Anil Prasad","is_ca":true},{"name":"Somi Doja","is_ca":true},{"name":"Lukas Bichler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003724704988579031,"gpt":0.1861316837790655,"spread":0.1824069787904865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001063791,0.0007630812,0.0007739409,0.0005714019,0.0003222209,0.00007728046,0.0004539595,0.0005110112,0.003643549],"category_scores_gemma":[0.000006220992,0.0006358449,0.0004364659,0.0005601615,0.00009856762,0.0001077923,0.000003574983,0.0008245867,0.0001295822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045313,"about_ca_system_score_gemma":0.00003032273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001477741,"about_ca_topic_score_gemma":0.0001013338,"domain_scores_codex":[0.9979013,0.0001213123,0.0005481043,0.0005458565,0.0002804825,0.0006029391],"domain_scores_gemma":[0.9986002,0.0003632056,0.000136716,0.000767667,0.00002647603,0.0001057467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001176147,0.0007210541,0.000007400439,0.006723058,0.005299755,0.00003898357,0.001250261,0.5181584,0.4026324,0.0003145595,0.01476488,0.04891304],"study_design_scores_gemma":[0.003928088,0.001674841,0.00008188254,0.002000594,0.001817187,0.0004417435,0.0001152981,0.07237922,0.8667969,0.000183405,0.04759575,0.002985158],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05403629,0.0005420549,0.8556975,0.00005175059,0.002418692,0.001413657,0.0002301612,0.00173031,0.08387963],"genre_scores_gemma":[0.9610833,0.0006609299,0.000674944,0.00001676107,0.0002575085,0.0003204492,0.00002338719,0.0007554245,0.03620731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.907047,"threshold_uncertainty_score":0.9996093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1498794714","doi":"10.1002/9781118019467.ch21","title":"Metallurgical Refining of Silicon for Solar Applications by Slagging of Impurity Elements","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Refining (metallurgy); Materials science; Silicon; Impurity; Metallurgy; Slag (welding); Engineering physics; Engineering; Chemistry","authors":[{"name":"M.D. Johnston","is_ca":true},{"name":"Mansoor Barati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008743133229648823,"gpt":0.2291797376072352,"spread":0.2204366043775864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001837164,0.0006270486,0.0009942302,0.0008024944,0.0002033142,0.00003389432,0.0005589312,0.001279582,0.002213963],"category_scores_gemma":[0.000008878038,0.0007194061,0.0006829867,0.0005648782,0.0003624985,0.0001402662,0.000004623236,0.001317434,0.00001645576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227266,"about_ca_system_score_gemma":0.00008758668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983298,"about_ca_topic_score_gemma":0.0006735732,"domain_scores_codex":[0.9974617,0.00003945408,0.00105565,0.0005896487,0.0002904941,0.0005630706],"domain_scores_gemma":[0.998375,0.0002183671,0.0002947956,0.0009003496,0.00008194093,0.0001295404],"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":[0.0001154128,0.00207148,0.00002966614,0.005724961,0.005918077,0.000003267769,0.0007800201,0.02422213,0.3899099,0.002274065,0.01378036,0.5551707],"study_design_scores_gemma":[0.003545808,0.000220192,0.00004266663,0.0004192053,0.001860561,0.00004476931,0.0005641605,0.03629581,0.08213791,0.000924074,0.871968,0.001976895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001206198,0.001844627,0.9757125,0.0000460953,0.000733129,0.001237969,0.003031003,0.001809163,0.01437936],"genre_scores_gemma":[0.9170495,0.004636298,0.01837142,0.00003107034,0.0001290304,0.002038837,0.0007263763,0.001545287,0.05547218],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.957341,"threshold_uncertainty_score":0.9995257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1606956329","doi":"10.1002/9781118144442.ch4","title":"Effect of Coating Parameters on the Electrodeposition of Nickel Containing Nano‐Sized Alumina Particles","year":2011,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Nickel; Nano-; Coating; Chemical engineering; Metallurgy; Nanotechnology; Composite material","authors":[{"name":"Ratan K. Saha","is_ca":true},{"name":"S. Beer Mohamed","is_ca":true},{"name":"Tahir I. Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007758868630642552,"gpt":0.208443681975967,"spread":0.2006848133453245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003602438,0.0007185735,0.0009678819,0.0005880677,0.0002783022,0.00004085984,0.000372769,0.0005158347,0.0009492019],"category_scores_gemma":[0.00001386617,0.0006371894,0.0006132913,0.0006817147,0.0002825326,0.0001291957,0.000002121336,0.001152513,0.000036406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207954,"about_ca_system_score_gemma":0.00009159555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007542677,"about_ca_topic_score_gemma":0.0006005655,"domain_scores_codex":[0.9971156,0.0003862851,0.0008978013,0.000494613,0.0003960234,0.0007097526],"domain_scores_gemma":[0.9981362,0.0006470635,0.0003682502,0.0006568935,0.00007254458,0.0001190541],"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":[0.001158192,0.0006730179,0.00001839589,0.002299689,0.003629399,0.000009059318,0.002380376,0.04335024,0.8257148,0.001130071,0.002465944,0.1171709],"study_design_scores_gemma":[0.002234941,0.001957486,0.00003909944,0.001206693,0.001501641,0.00008207257,0.0001931358,0.01868958,0.9723359,0.0001171884,0.0007132839,0.0009289556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1423535,0.001546326,0.8071775,0.0002084171,0.0010383,0.00263311,0.0004096968,0.002081662,0.0425514],"genre_scores_gemma":[0.9930477,0.000787526,0.0005797367,0.00004665645,0.00004534586,0.0003256582,0.00005940479,0.0005843895,0.004523543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8506942,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1495023853","doi":"10.1002/9780470538371.ch20","title":"Effect of Bismuth on the Tensile Properties and Dry Machining Performance of Al‐12.7 wt% Si Alloy","year":2009,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Aluminum Alloy Microstructure Properties","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 Windsor","funders":"","keywords":"Materials science; Alloy; Bismuth; Machining; Ultimate tensile strength; Metallurgy; Composite material","authors":[{"name":"P. Chen","is_ca":true},{"name":"Henry Hu","is_ca":true},{"name":"A.T. Alpas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008393650928032691,"gpt":0.1870131337357668,"spread":0.1786194828077341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002411168,0.0008644796,0.000993982,0.0006264708,0.0002862317,0.00005304533,0.0004129774,0.0005325348,0.0007482591],"category_scores_gemma":[0.000008003661,0.0006324343,0.0003547772,0.0003597279,0.0006132696,0.0001780244,0.000004415535,0.001306986,0.00002148499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425271,"about_ca_system_score_gemma":0.00007808195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003528626,"about_ca_topic_score_gemma":0.0002890892,"domain_scores_codex":[0.9976328,0.0001749297,0.000726507,0.0005393226,0.0003918388,0.0005345861],"domain_scores_gemma":[0.9986703,0.0001949748,0.0001992293,0.0007724657,0.00005927226,0.0001037659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001022594,0.000403215,0.0001083105,0.007238425,0.004105559,0.00001144294,0.006739325,0.18357,0.3460004,0.00005407579,0.004748593,0.445998],"study_design_scores_gemma":[0.008122513,0.00610196,0.002733991,0.01111085,0.005874843,0.0005672649,0.001359251,0.232285,0.6004727,0.00004631138,0.1250311,0.006294181],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8321379,0.01588543,0.071422,0.0007725718,0.004791132,0.007266545,0.001895194,0.004385117,0.06144409],"genre_scores_gemma":[0.9713901,0.003046013,0.0002952879,0.00007298686,0.00007042813,0.0001106166,0.00002383981,0.0006147402,0.02437597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4397039,"threshold_uncertainty_score":0.9996127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2468567726","doi":"10.1002/9781119236016.ch14","title":"Solution Precursor Plasma Sprayed Superhydrophobic Surface","year":2016,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","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 Toronto","funders":"","keywords":"Materials science; Contact angle; Microstructure; Scanning electron microscope; Oxide; Plasma; Surface (topology); Nanotechnology; Metal; Composite material; Chemical engineering; Metallurgy","authors":[{"name":"Yuxuan Cai","is_ca":true},{"name":"Gisele Azimi","is_ca":true},{"name":"Thomas W. Coyle","is_ca":true},{"name":"J. Mostaghimi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01606510169892778,"gpt":0.2456362473916461,"spread":0.2295711456927183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004184472,0.001360165,0.001257033,0.0008046509,0.0009954615,0.0002935293,0.001009198,0.001499198,0.1162299],"category_scores_gemma":[0.00001292773,0.001299575,0.0008516937,0.0007487975,0.0008300135,0.0005960588,0.00001081131,0.001199522,0.01529901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009208547,"about_ca_system_score_gemma":0.0006243457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970561,"about_ca_topic_score_gemma":0.002794234,"domain_scores_codex":[0.9938073,0.0005241627,0.001234411,0.001990688,0.0009637187,0.001479723],"domain_scores_gemma":[0.9967473,0.000278278,0.0004150365,0.001807153,0.0001880984,0.0005641641],"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":[0.0003415788,0.001561791,0.00001105141,0.0004233423,0.0006223136,0.00003448701,0.001158068,0.008406177,0.9109737,0.0001508503,0.05847071,0.01784598],"study_design_scores_gemma":[0.005432898,0.0002539478,0.00008586961,0.0007491722,0.001213087,0.0003486307,0.0003300137,0.009832689,0.1205306,0.0001856035,0.8571101,0.003927409],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02177848,0.001071394,0.8502414,0.001450611,0.008674759,0.002546315,0.004876383,0.004610825,0.1047498],"genre_scores_gemma":[0.3980948,0.001720593,0.002749736,0.0001140914,0.000299658,0.0002118142,0.0001623319,0.001087104,0.5955599],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8474917,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735960201","doi":"10.1002/9781119407270.ch42","title":"Suspension Plasma Spray of Yttria Stabilized Zirconia Coatings","year":2017,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Agglomerate; Materials science; Suspension (topology); Vaporization; Cubic zirconia; Plasma; Yttria-stabilized zirconia; Breakup; Chemical engineering; Composite material; Deposition (geology); Particle (ecology); Jet (fluid); Microstructure; Metallurgy; Ceramic; Organic chemistry; Chemistry","authors":[{"name":"Pengyun Xu","is_ca":true},{"name":"J. Mostaghimi","is_ca":true},{"name":"Thomas W. Coyle","is_ca":true},{"name":"Larry Pershin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01291226901037218,"gpt":0.23841911480212,"spread":0.2255068457917478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0002603226,0.001300388,0.001639552,0.001275736,0.0006172664,0.0001933921,0.0009134756,0.001742417,0.005652778],"category_scores_gemma":[0.00002521513,0.001471615,0.0008580407,0.0006059182,0.0004790668,0.0003703196,0.000006510377,0.002309601,0.0002334009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005288627,"about_ca_system_score_gemma":0.0003385241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009927829,"about_ca_topic_score_gemma":0.005438245,"domain_scores_codex":[0.9959449,0.000160455,0.001185893,0.001046325,0.0006904672,0.0009719583],"domain_scores_gemma":[0.9967365,0.0002216584,0.000500189,0.002005816,0.0001864913,0.000349371],"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":[0.0001768703,0.001019191,0.0000431759,0.002540443,0.002031925,0.0000711869,0.002940456,0.05609934,0.8605974,0.0001179449,0.04709871,0.02726337],"study_design_scores_gemma":[0.0127835,0.0005137613,0.0005610166,0.005512685,0.005636984,0.0005425659,0.0008640157,0.006457493,0.2299483,0.00007651435,0.7300654,0.007037836],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04201189,0.002072912,0.8318201,0.000368066,0.02030834,0.006140486,0.007024351,0.01190303,0.07835083],"genre_scores_gemma":[0.8214571,0.001335375,0.003980186,0.00001234744,0.000257221,0.0002268902,0.0002598546,0.001810443,0.1706606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8278399,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2501104024","doi":"10.1002/9781119183860.ch29","title":"Electrochemical Behavior of Ti(C,N)‐Ni <sub>3</sub> Al Cermets","year":2015,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Electrochemistry; Cermet; Metallurgy; Physical chemistry; Electrode; Ceramic","authors":[{"name":"M.B. Holmes","is_ca":true},{"name":"Georges J. Kipouros","is_ca":true},{"name":"Zoheir Farhat","is_ca":true},{"name":"Kevin P. Plucknett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01476851691886832,"gpt":0.2556673708299524,"spread":0.2408988539110841,"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":[0.0004091924,0.001099388,0.001546667,0.0009644063,0.0003025639,0.0001448035,0.0007910604,0.001155341,0.01694739],"category_scores_gemma":[0.00001430851,0.001173004,0.0006002698,0.000777821,0.000599358,0.0003323829,0.00001164583,0.0009350934,0.000908631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004140501,"about_ca_system_score_gemma":0.0008392908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007471793,"about_ca_topic_score_gemma":0.001220525,"domain_scores_codex":[0.9949039,0.0002818952,0.001365186,0.001354739,0.0009203331,0.001173898],"domain_scores_gemma":[0.9972458,0.00009584847,0.0005896246,0.001295117,0.0002737639,0.0004997732],"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":[0.0001149979,0.0009141484,6.928174e-7,0.000223739,0.0002064324,0.00001879315,0.0001720379,0.00006614008,0.9543386,0.00002823565,0.0379977,0.005918475],"study_design_scores_gemma":[0.001814295,0.0002231326,0.00001632181,0.0002487054,0.001438752,0.0002703172,0.000082072,0.00005794445,0.8293254,0.0001256726,0.1651813,0.001216059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1243429,0.003332267,0.7297283,0.0007407203,0.01679797,0.006331633,0.01835872,0.005288566,0.09507891],"genre_scores_gemma":[0.8235898,0.002833633,0.00474485,0.0004627852,0.001008242,0.001445528,0.001482231,0.002628424,0.1618045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7249835,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386445674","doi":"10.1002/9781394200306.ch14","title":"Blue and Green Hydrogen Production, Distribution, and Supply for the Glass Industry and the Potential Impact of Hydrogen Fuel Blending in Glass Furnaces","year":2023,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydrogen; Hydrogen production; Renewable energy; Combustor; Combustion; Hydrogen fuel; Natural gas; Production (economics); Environmental science; Waste management; Fuel cells; Materials science; Process engineering; Chemical engineering; Engineering; Chemistry","authors":[{"name":"Michael J. Gallagher","is_ca":false},{"name":"Ashwin Vinod","is_ca":false},{"name":"Anne‐Cécile Roger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01015419798129757,"gpt":0.2546629028328661,"spread":0.2445087048515686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011174,0.0005660118,0.0007450998,0.0003554496,0.0007327085,0.0002183064,0.0005456112,0.0005826352,0.0003365173],"category_scores_gemma":[0.00007268011,0.0004003198,0.0002259679,0.0008515914,0.002340495,0.0004601952,0.00002591842,0.0007152137,0.000007170243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487857,"about_ca_system_score_gemma":0.0003404497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006777582,"about_ca_topic_score_gemma":0.006411087,"domain_scores_codex":[0.9970031,0.0001757929,0.000795857,0.0009763719,0.0004119122,0.0006369596],"domain_scores_gemma":[0.9981829,0.0004944407,0.0004181833,0.000639964,0.0001161838,0.0001483371],"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":[0.005860748,0.002488377,0.001638821,0.01165449,0.007056947,0.00008158389,0.02829576,0.185802,0.6155513,0.002568787,0.005661108,0.1333401],"study_design_scores_gemma":[0.08713496,0.003395033,0.05801505,0.01263401,0.03212455,0.01886757,0.03585426,0.2373289,0.3770675,0.05494578,0.06146857,0.02116376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8112236,0.007716908,0.1514813,0.005179093,0.003989503,0.006276334,0.01295603,0.0009661531,0.0002110648],"genre_scores_gemma":[0.987191,0.004677515,0.0001103177,0.00001745829,0.0002313319,0.0004273123,0.00005211317,0.0002943156,0.006998609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2384838,"threshold_uncertainty_score":0.9998448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1518045322","doi":"10.1002/9780470444191.ch7","title":"The Effects of Texture on the Corrosion Resistance of SS304 Stainless Steel","year":2008,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":1,"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":"Materials science; Corrosion; Texture (cosmology); Metallurgy; Artificial intelligence; Computer science","authors":[{"name":"M. Azzi","is_ca":true},{"name":"Jerzy A. Szpunar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009370326763634374,"gpt":0.2333861690022964,"spread":0.224015842238662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004476003,0.0007013368,0.0008666988,0.0003508955,0.001155795,0.0000762424,0.001178138,0.0005886564,0.003514395],"category_scores_gemma":[0.0000318197,0.0004690603,0.0006949297,0.000751838,0.001208241,0.0001156462,0.000009080274,0.0009999007,0.00011107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728386,"about_ca_system_score_gemma":0.0002827523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076899,"about_ca_topic_score_gemma":0.001223423,"domain_scores_codex":[0.995922,0.0005673154,0.001055978,0.0007478061,0.001056624,0.0006502393],"domain_scores_gemma":[0.9961433,0.001173303,0.000766096,0.001615999,0.0001738404,0.0001274959],"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":[0.0005337885,0.002010429,0.00001088877,0.001581672,0.0003032922,0.00002804031,0.002000882,0.00133757,0.910815,0.002094563,0.05839408,0.02088982],"study_design_scores_gemma":[0.002900731,0.0005971073,0.000199008,0.003364096,0.001878918,0.00006211477,0.001423,0.0002278672,0.6015471,0.0004439759,0.3856538,0.001702262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05224669,0.01722812,0.8148639,0.001922241,0.02157847,0.01174215,0.006214982,0.001697505,0.07250596],"genre_scores_gemma":[0.6241966,0.00772841,0.0002962304,0.00008544231,0.0001167227,0.0004086701,0.00003324345,0.000445939,0.3666887],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8145676,"threshold_uncertainty_score":0.9997761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1485507077","doi":"10.1002/9781118995433.ch9","title":"A Study of Armour Related Properties of Ceramic","year":2014,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada; National Research Council Canada; University of Ottawa","funders":"","keywords":"Armour; Materials science; Ceramic; Composite material; Forensic engineering; Engineering physics; Engineering; Layer (electronics)","authors":[{"name":"Olaniyi Fakolujo","is_ca":true},{"name":"Ali Akbar Merati","is_ca":true},{"name":"Michel Nganbe","is_ca":true},{"name":"Mariusz Bielawski","is_ca":true},{"name":"Manon Bolduc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02431211434228837,"gpt":0.2537645001449907,"spread":0.2294523858027023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000406956,0.001004492,0.001845091,0.001219125,0.0003554379,0.0001056442,0.0008633679,0.0009939468,0.01313798],"category_scores_gemma":[0.0000140092,0.0009567186,0.0005792201,0.0008242714,0.0006400594,0.000291118,0.00001166751,0.0008666689,0.000415122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478685,"about_ca_system_score_gemma":0.000409176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00605563,"about_ca_topic_score_gemma":0.003089393,"domain_scores_codex":[0.9949706,0.0004866467,0.001848097,0.001037947,0.0008151248,0.0008415634],"domain_scores_gemma":[0.9970602,0.0000780598,0.0009654044,0.001400473,0.00022905,0.0002668541],"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":[0.0003076935,0.005001099,0.00002018107,0.001289953,0.0008254338,0.00001658656,0.00777945,0.00307387,0.9757016,0.00006105474,0.001470939,0.004452083],"study_design_scores_gemma":[0.03086009,0.007210152,0.003348753,0.007007793,0.01678579,0.0009017467,0.01808635,0.001259193,0.8533424,0.0003077694,0.05089393,0.009996046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909292,0.0005841499,0.06486052,0.0001580458,0.006232671,0.004578358,0.002178089,0.00181327,0.01030284],"genre_scores_gemma":[0.909423,0.0002300037,0.0003275851,0.0000153141,0.0001057401,0.0002296973,0.00004677983,0.0006943303,0.08892756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223593,"threshold_uncertainty_score":0.9992883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1514376904","doi":"10.1002/9780470444191.ch80","title":"Simulation of Texture Development in Pure Aluminum Deformed by Equal Channel Angular Pressing","year":2008,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Metallurgy and Material Forming","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":"McGill University","funders":"","keywords":"Pressing; Texture (cosmology); Aluminium; Channel (broadcasting); Materials science; Development (topology); Metallurgy; Composite material; Computer science; Mathematics; Artificial intelligence; Mathematical analysis; Telecommunications; Image (mathematics)","authors":[{"name":"Majid Hoseini","is_ca":true},{"name":"Mahmood Meratian","is_ca":false},{"name":"Hualong Li","is_ca":true},{"name":"Jerzy A. Szpunar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01136920088806639,"gpt":0.2167167090038708,"spread":0.2053475081158044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001140836,0.0006972871,0.0008065388,0.0009016513,0.0002218772,0.00003697058,0.0002752439,0.00100926,0.002244891],"category_scores_gemma":[0.000004724419,0.0007778728,0.0002640474,0.0005496171,0.0001350062,0.0003036236,0.000002879596,0.0008258436,0.00004509459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000356605,"about_ca_system_score_gemma":0.0001645318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002421328,"about_ca_topic_score_gemma":0.0009833411,"domain_scores_codex":[0.9975117,0.0000514084,0.0009313142,0.0005081171,0.0003669698,0.0006304714],"domain_scores_gemma":[0.999127,0.00007582732,0.0001763354,0.0004273317,0.00004812786,0.0001453531],"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":[0.00004041266,0.0002664392,0.00000105571,0.0009883493,0.0005240674,0.00001181183,0.002199361,0.9489598,0.007207016,0.00001032396,0.001231939,0.0385594],"study_design_scores_gemma":[0.005259971,0.0001356802,0.0001302341,0.002894254,0.0008609624,0.000174421,0.0006674432,0.4397938,0.03019408,0.0001915671,0.5156516,0.004046007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003382142,0.001903405,0.9809077,0.00001312014,0.001824338,0.0009110861,0.0004799251,0.0008646969,0.00971353],"genre_scores_gemma":[0.9455445,0.001108894,0.001404438,0.00001537931,0.0001252572,0.0001684129,0.0004656348,0.0007150601,0.05045238],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9795033,"threshold_uncertainty_score":0.9994672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1555157570","doi":"10.1002/9781118380925.ch13","title":"Mechanical Properties and Thermal Stability of Surface La <sub>2</sub> O <sub>3</sub> ‐ and Fe <sub>2</sub> O <sub>3</sub> ‐Modified Y‐TZP Ceramics on Annealing in Water at 200°C","year":2006,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Nuclear materials and radiation effects","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Ceramic; Thermal stability; Annealing (glass); Mineralogy; Analytical Chemistry (journal); Crystallography; Composite material; Chemical engineering","authors":[{"name":"Zhenbo Zhao","is_ca":true},{"name":"Cheng Liu","is_ca":true},{"name":"Derek O. Northwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01437323640649781,"gpt":0.2051192049367793,"spread":0.1907459685302815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0014558,0.00189257,0.002264135,0.001021062,0.001145868,0.0005468957,0.000645301,0.002083933,0.0002507345],"category_scores_gemma":[0.00003632375,0.00173095,0.0006576601,0.0007497439,0.001343049,0.0008129568,0.00005731135,0.001733747,0.0001506635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009352703,"about_ca_system_score_gemma":0.0003955089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009773,"about_ca_topic_score_gemma":0.006045946,"domain_scores_codex":[0.9907122,0.001510565,0.002191551,0.002537473,0.001140032,0.001908168],"domain_scores_gemma":[0.9964724,0.0005279426,0.0007372237,0.001424575,0.0002653003,0.0005725775],"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":[0.0007954845,0.0009950405,0.00001275082,0.00118118,0.0002587367,0.00003388664,0.001106599,0.02473257,0.9612675,0.00006108257,0.0002621777,0.009292955],"study_design_scores_gemma":[0.003511154,0.0003729556,0.001216367,0.0007865384,0.0006312094,0.0001558264,0.0002540384,0.006562861,0.983904,0.0001304486,0.0006150631,0.001859504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97883,0.0006425176,0.01096138,0.0003526169,0.002175798,0.002919528,0.002475025,0.0008836224,0.0007595472],"genre_scores_gemma":[0.9944841,0.003045778,0.0002259873,0.0001396055,0.0003113548,0.0002522935,0.0003016818,0.0009731381,0.0002660985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0226365,"threshold_uncertainty_score":0.9993818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1519809437","doi":"10.1002/9780470909898.ch1","title":"A Role for Electrochemical Synthesis in Bioceramic Composite Materials","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Bone Tissue Engineering Materials","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":"Memorial University of Newfoundland","funders":"","keywords":"Bioceramic; Materials science; Ceramic; Composite number; Electrochemistry; Nanotechnology; Composite material; Electrode","authors":[{"name":"M. Ramesh Kumar","is_ca":false},{"name":"Erika F. Merschrod S.","is_ca":false},{"name":"Kristin M. Poduska","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00485457086912883,"gpt":0.1995579202296047,"spread":0.1947033493604758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001944845,0.00114766,0.001399816,0.001380077,0.0001592639,0.0001908937,0.000568338,0.001752007,0.006921612],"category_scores_gemma":[0.00001022641,0.00140859,0.0004215672,0.0005914685,0.000161047,0.0001900865,0.000003635985,0.001311766,0.0002090819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000494294,"about_ca_system_score_gemma":0.0001083815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005170737,"about_ca_topic_score_gemma":0.001748966,"domain_scores_codex":[0.9965435,0.00007356476,0.001028913,0.0008941347,0.0002835788,0.001176281],"domain_scores_gemma":[0.9984608,0.0002409871,0.000133863,0.0008842924,0.00004618801,0.0002339208],"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":[0.0000669261,0.000259444,4.727621e-7,0.001010243,0.0005712684,0.000006530619,0.0001923298,0.008982244,0.9729886,0.00004413349,0.001532418,0.0143454],"study_design_scores_gemma":[0.003129176,0.0001026923,0.0001120542,0.001181984,0.001313531,0.0002864099,0.00008522977,0.0144667,0.7832246,0.0003864215,0.1918944,0.003816841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01127508,0.001903833,0.9483445,0.0001760617,0.006579661,0.003890962,0.005979099,0.007249476,0.01460135],"genre_scores_gemma":[0.898765,0.002197603,0.01552111,0.0000468775,0.001010796,0.004444429,0.0007254343,0.005019863,0.07226887],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9328234,"threshold_uncertainty_score":0.9995439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1532927493","doi":"10.1002/9781118370940.ch15","title":"Bath Penetration of Barrier Refractories for Aluminum Electrolytic Cells","year":2006,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Penetration (warfare); Aluminium; Electrolyte; Metallurgy; Composite material; Electrode; Chemistry","authors":[{"name":"George Oprea","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009468632245434568,"gpt":0.2253844492314046,"spread":0.21591581698597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002114868,0.0006951357,0.0008589136,0.0004748089,0.0005204015,0.0001757932,0.0005180352,0.0007265951,0.009214809],"category_scores_gemma":[0.000005784891,0.000701069,0.0005076483,0.0004141938,0.0003788776,0.0002674713,0.000003862574,0.0004186705,0.0001360369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443939,"about_ca_system_score_gemma":0.0003826927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002888386,"about_ca_topic_score_gemma":0.003105411,"domain_scores_codex":[0.9967833,0.0001058583,0.001037131,0.000934835,0.0004127539,0.0007261169],"domain_scores_gemma":[0.9980828,0.0001335357,0.0005159755,0.0009107845,0.0001929196,0.0001639799],"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":[0.000133901,0.0004900459,5.496346e-7,0.0006840453,0.0001716082,9.384445e-7,0.0002192393,0.00268294,0.9642866,0.0004008797,0.02648853,0.004440677],"study_design_scores_gemma":[0.001391941,0.0002800263,0.00001899627,0.0002193669,0.000900119,0.00002255283,0.0001508027,0.001553289,0.4168327,0.0004943115,0.5770169,0.001118913],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001680157,0.0006148695,0.9544314,0.0002240879,0.002991999,0.002628861,0.006977223,0.000828403,0.02962301],"genre_scores_gemma":[0.5097277,0.0005575161,0.006854994,0.00007305469,0.0006982192,0.001222929,0.0005396736,0.0008911894,0.4794348],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9475764,"threshold_uncertainty_score":0.999544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1509164906","doi":"10.1002/9780470930953.ch13","title":"Synthesis and Characterization of Iron‐Sodium‐Calcium‐Phosphate Glasses and Glass Fibers","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Glass properties and applications","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":"Concordia University; McGill University","funders":"","keywords":"Materials science; Characterization (materials science); Calcium; Sodium; Phosphate glass; Phosphate; Iron phosphate; Mineralogy; Chemical engineering; Metallurgy; Inorganic chemistry; Nanotechnology; Organic chemistry; Optoelectronics; Chemistry","authors":[{"name":"E.A. Aguilar‐Reyes","is_ca":false},{"name":"C.A. León‐Patiño","is_ca":false},{"name":"Christian O. Ruiz‐Cedeño","is_ca":false},{"name":"Showan N. Nazhat","is_ca":true},{"name":"R. A. L. Drew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01048629285814105,"gpt":0.2179005136011944,"spread":0.2074142207430533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001717601,0.0006602949,0.0008031857,0.0004639862,0.0005226421,0.0001917336,0.0004389172,0.000796058,0.006156203],"category_scores_gemma":[0.00001106588,0.0006541982,0.0002109883,0.0003762249,0.0008340183,0.0003457417,0.00001420381,0.0006867922,0.00008024519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008229905,"about_ca_system_score_gemma":0.0001586947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431493,"about_ca_topic_score_gemma":0.001553442,"domain_scores_codex":[0.9972996,0.0001081218,0.000733779,0.0009710272,0.0003410289,0.0005464308],"domain_scores_gemma":[0.9981075,0.0001698925,0.0004156764,0.0009459293,0.0001023086,0.0002586922],"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":[0.00007302981,0.0003884814,0.0000221559,0.0007694967,0.0001811727,0.000002661943,0.0005068637,0.0000737278,0.9497671,0.000260988,0.0005616475,0.04739265],"study_design_scores_gemma":[0.0027458,0.0002705673,0.003995058,0.001276322,0.003059556,0.0003331543,0.0007569196,0.002989125,0.5156983,0.0002926648,0.4653659,0.003216634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.302145,0.002141747,0.6505224,0.003029441,0.004224657,0.004062783,0.009246695,0.002142966,0.02248427],"genre_scores_gemma":[0.8981768,0.004656326,0.004094755,0.0000955457,0.0001856579,0.0006069643,0.0001332168,0.0006477259,0.09140304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6464276,"threshold_uncertainty_score":0.9995909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1511662105","doi":"10.1002/9780470483428.ch3","title":"Materials Issues for Hydrogen R&amp;D in Canada","year":2008,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Catalysis and Hydrodesulfurization Studies","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":"National Research Council Canada","funders":"","keywords":"Hydrogen; Environmental science; Materials science; Chemistry","authors":[{"name":"E. Andrukaitis","is_ca":false},{"name":"Rod McMillan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01352619557503182,"gpt":0.2194635464346923,"spread":0.2059373508596605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007301594,0.0007339233,0.001066157,0.0007946402,0.0002705671,0.00005653103,0.0002946828,0.0004172913,0.004659201],"category_scores_gemma":[0.000003320241,0.0008579523,0.0003113364,0.0006400599,0.0001001958,0.0001364986,0.000002203703,0.0004458613,0.00009428134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108665,"about_ca_system_score_gemma":0.000501299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4840668,"about_ca_topic_score_gemma":0.9615083,"domain_scores_codex":[0.9974605,0.00004358447,0.0008564894,0.0006274561,0.0003199766,0.0006919544],"domain_scores_gemma":[0.9989874,0.00008627069,0.0001148156,0.0006128506,0.00005550967,0.0001431467],"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":[0.0001034853,0.0005309114,0.00002651667,0.002318826,0.005078555,0.00004493563,0.002104595,0.6118504,0.01109568,0.0000643411,0.3353156,0.03146616],"study_design_scores_gemma":[0.00137413,0.00001634336,0.00009672735,0.0002273022,0.0004676725,0.00006365171,0.0002059502,0.002968642,0.004253503,0.00003978453,0.9889686,0.00131777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004104188,0.01172129,0.9166579,0.0005575098,0.006364487,0.003522848,0.01770847,0.002769897,0.03659346],"genre_scores_gemma":[0.5173432,0.03308836,0.001876026,0.0001222951,0.0006209458,0.001604047,0.001643143,0.002250238,0.4414518],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9147818,"threshold_uncertainty_score":0.9993871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1493251538","doi":"10.1002/9781118511466.ch1","title":"Mechanical and Microstructural Characterization of 45S5 Bioglass <sup>®</sup> Scaffolds for Tissue Engineering","year":2012,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Bone Tissue Engineering Materials","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":"National Research Council Canada","funders":"","keywords":"Materials science; Characterization (materials science); Tissue engineering; Composite material; Nanotechnology; Mineralogy; Biomedical engineering; Engineering; Chemistry","authors":[{"name":"E.A. Aguilar‐Reyes","is_ca":false},{"name":"C.A. León‐Patiño","is_ca":false},{"name":"Benito Jacinto‐Diaz","is_ca":false},{"name":"L.‐P. Lefebvre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00667584292185099,"gpt":0.2008146033763905,"spread":0.1941387604545395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001327337,0.0008853705,0.001046085,0.0008376036,0.0001303602,0.00009071356,0.0002813886,0.001024769,0.001876694],"category_scores_gemma":[0.000004049852,0.001056827,0.0002781278,0.0004141626,0.0001143968,0.0003091062,0.000004887262,0.0004193264,0.00003378758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002344275,"about_ca_system_score_gemma":0.00004870025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008361873,"about_ca_topic_score_gemma":0.00003170967,"domain_scores_codex":[0.99754,0.00003779755,0.0008401043,0.0005651829,0.0002342716,0.0007826626],"domain_scores_gemma":[0.9988678,0.00009560047,0.0001464097,0.000572653,0.00006077154,0.0002568004],"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":[0.00005346499,0.0001260317,9.682974e-7,0.00338192,0.001136777,0.000002780373,0.0007130096,0.0644491,0.8933015,0.0002216224,0.0007358302,0.03587694],"study_design_scores_gemma":[0.004047713,0.0002646816,0.0004148062,0.001444106,0.002708579,0.0004935256,0.0001313961,0.205365,0.299475,0.00007302929,0.481487,0.004095215],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01153743,0.0009876618,0.9753717,0.00006401614,0.003126206,0.001664859,0.004566151,0.002221064,0.0004609536],"genre_scores_gemma":[0.9410403,0.001835066,0.01733766,0.00001517715,0.0008761265,0.0005877145,0.0009860784,0.002525999,0.03479592],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.958034,"threshold_uncertainty_score":0.9991882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1491970572","doi":"10.1002/9780470538371.ch17","title":"Exploiting Hall‐Petch Strengthening for Sustainability","year":2009,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Aluminum Alloys Composites Properties","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":"Redlen Technologies (Canada); Integran (Canada); University of Toronto","funders":"","keywords":"Materials science; Nanocrystalline material; Ceramic; Metal; Composite material; Sustainability; Engineering physics; Metallurgy; Nanotechnology; Engineering","authors":[{"name":"Robert Heard","is_ca":false},{"name":"U. Erb","is_ca":true},{"name":"G. Palumbo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01091278821364661,"gpt":0.2215690229257792,"spread":0.2106562347121326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002033102,0.001231507,0.001086574,0.00100176,0.0006216425,0.0002344089,0.0006532482,0.001024052,0.002839326],"category_scores_gemma":[0.0000199819,0.001435697,0.0008736403,0.0006372049,0.0002576697,0.0004003398,0.000004040454,0.001505151,0.00007938601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321194,"about_ca_system_score_gemma":0.0003326848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004569576,"about_ca_topic_score_gemma":0.001545925,"domain_scores_codex":[0.996054,0.0001003485,0.001047136,0.001070653,0.0004250084,0.001302854],"domain_scores_gemma":[0.997883,0.0002500721,0.0001740991,0.001116592,0.0002069343,0.0003693607],"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":[0.0001749732,0.0009437977,0.00000791025,0.004684595,0.003159892,0.00003349085,0.003657147,0.3992038,0.003401198,0.0004776474,0.02108569,0.5631699],"study_design_scores_gemma":[0.005845891,0.0006096865,0.00009379969,0.00191788,0.003067784,0.0003436456,0.004079015,0.2514896,0.004552431,0.004094535,0.7166858,0.007219869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003143102,0.002311702,0.9346092,0.0003008653,0.001910013,0.002419665,0.0008095931,0.006481361,0.05084331],"genre_scores_gemma":[0.7139916,0.001543055,0.01462252,0.0001041637,0.0007778216,0.001463395,0.0003585106,0.002994582,0.2641443],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9199867,"threshold_uncertainty_score":0.9988092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1505374174","doi":"10.1002/9780470640906.ch12","title":"ISO 9001:2000 – Why Do It?","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Library science; Art history; Citation; Engineering physics; Engineering; Materials science; History; Computer science","authors":[{"name":"Kara Joyce Kopplin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01616238163789342,"gpt":0.2334378184685479,"spread":0.2172754368306544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0004984881,0.001336751,0.001208429,0.002488588,0.001057524,0.001142016,0.001120934,0.001562542,0.0671671],"category_scores_gemma":[0.00001234465,0.00146766,0.001009999,0.00165459,0.0004328202,0.001438381,0.00001632965,0.002343586,0.005637859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762999,"about_ca_system_score_gemma":0.0002023701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01289532,"about_ca_topic_score_gemma":0.02836499,"domain_scores_codex":[0.9949852,0.00008576835,0.001240678,0.001572911,0.0008822915,0.001233103],"domain_scores_gemma":[0.9971865,0.0001015409,0.0007090732,0.001714326,0.0001743667,0.0001142251],"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":[0.0001429217,0.002041595,0.00002299717,0.0038614,0.002417337,0.00007175224,0.000689133,0.002266097,0.0006019489,0.008290764,0.8543497,0.1252443],"study_design_scores_gemma":[0.001509475,0.00001920872,0.00004406107,0.0004676633,0.001249748,0.00003420394,0.0006292327,0.001285912,0.00001530958,0.0007755519,0.9924019,0.001567755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003682205,0.0004473272,0.4721208,0.003372299,0.007966165,0.001694637,0.0003595474,0.002531612,0.5114708],"genre_scores_gemma":[0.06784417,0.0008673621,0.000694737,0.005369211,0.00432788,0.0005922426,0.0005420221,0.001899582,0.9178628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.471426,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1481816643","doi":"10.1002/9781118407141.ch13","title":"Joining SI <sub>3</sub> N <sub>4</sub> to an Iron Aluminide Alloy Using Soft Interlayers","year":2006,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Intermetallics and Advanced Alloy Properties","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":"Concordia University; McGill University","funders":"","keywords":"Aluminide; Materials science; Alloy; Metallurgy; Titanium aluminide; Intermetallic","authors":[{"name":"Mathieu Brochu","is_ca":true},{"name":"R. A. L. Drew","is_ca":true},{"name":"Martin Pugh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01272626198027323,"gpt":0.2183811300447913,"spread":0.2056548680645181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0001913809,0.001722106,0.001356959,0.001828552,0.0006763704,0.0003877475,0.000737472,0.0011283,0.0003680745],"category_scores_gemma":[0.000006326239,0.002011022,0.0009259636,0.0009441788,0.0002870645,0.0008145554,0.00001189864,0.00213923,0.0002588853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087475,"about_ca_system_score_gemma":0.0002130511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005015015,"about_ca_topic_score_gemma":0.006708941,"domain_scores_codex":[0.9946865,0.0001459614,0.001374476,0.001513417,0.0006353727,0.00164421],"domain_scores_gemma":[0.9977072,0.00009374811,0.0002429386,0.001225396,0.0001441417,0.0005865644],"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":[0.00003575453,0.0002146529,7.334299e-7,0.0002944284,0.000490502,0.0000244679,0.0003694379,0.3996075,0.5079913,0.00001229974,0.001216334,0.0897426],"study_design_scores_gemma":[0.003252856,0.0006175757,0.00008050657,0.002985125,0.00257539,0.000584421,0.001338465,0.2967728,0.5335572,0.0001664099,0.1507095,0.007359678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08927482,0.000565891,0.8888875,0.0001072482,0.004767157,0.001553057,0.001074413,0.003813266,0.00995667],"genre_scores_gemma":[0.9785752,0.001204514,0.005083085,0.0003395283,0.0007490923,0.0003594644,0.0003216282,0.002930156,0.01043728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8893004,"threshold_uncertainty_score":0.9995525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1531553675","doi":"10.1002/9781118995433.ch16","title":"Synthesis of Diamond and Vertically Aligned Carbon Nanotube Double‐Layered Nanostructures by Hot Filament Chemical Vapor Deposition","year":2014,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Canada Research Chairs","keywords":"Chemical vapor deposition; Carbon nanotube; Diamond; Materials science; Nanotechnology; Nanostructure; Nanotube; Protein filament; Carbon nanotube quantum dot; Carbon fibers; Deposition (geology); Chemical engineering; Composite material; Composite number; Geology","authors":[{"name":"Lizhong Yang","is_ca":true},{"name":"Ch Sateesh Kumar","is_ca":true},{"name":"Q. Yang","is_ca":true},{"name":"Y. S. Li","is_ca":true},{"name":"C. Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005365463576726312,"gpt":0.2125758397401258,"spread":0.2072103761633995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002122897,0.001034264,0.001389648,0.0006329723,0.0002903828,0.0001851421,0.0006220461,0.001192356,0.003388407],"category_scores_gemma":[0.00001750744,0.001085283,0.0004905934,0.0004758709,0.0008462885,0.0001705541,0.00001609222,0.0005537228,0.00003317466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381802,"about_ca_system_score_gemma":0.0002118348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244741,"about_ca_topic_score_gemma":0.0006174414,"domain_scores_codex":[0.99547,0.0002525509,0.001221063,0.001409443,0.0007987096,0.0008482663],"domain_scores_gemma":[0.997436,0.0005087542,0.0004524106,0.001116401,0.0001269986,0.0003594297],"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":[0.0004090445,0.0003886714,0.000003227866,0.0004533437,0.000371141,0.000006679686,0.000229422,0.0003892538,0.9894866,0.00004532533,0.001767817,0.006449449],"study_design_scores_gemma":[0.002061681,0.0001674025,0.00003359079,0.0005806902,0.001477926,0.0001801298,0.00006290763,0.002136643,0.9874543,0.0000896909,0.004537743,0.001217308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3257404,0.006386232,0.6054908,0.001001347,0.008573114,0.005758794,0.009187472,0.003397494,0.03446436],"genre_scores_gemma":[0.9850224,0.0007463239,0.003576948,0.00007591031,0.0001681299,0.0003711755,0.0001375169,0.0006469472,0.009254671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.659282,"threshold_uncertainty_score":0.9991598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1599436545","doi":"10.1002/9781118144602.ch12","title":"Single‐Walled Carbon Nanotube Dispersion Structures for Improved Energy Density in Supercapacitors","year":2011,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supercapacitor; Materials science; Carbon nanotube; Dispersion (optics); Energy density; Nanotechnology; Energy (signal processing); Nanotube; Engineering physics; Capacitance; Optics; Engineering; Electrode; Physical chemistry; Physics","authors":[{"name":"J. J. Moore","is_ca":true},{"name":"John Z. Wen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01523990818445236,"gpt":0.2136189949819531,"spread":0.1983790867975007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002380403,0.0009896134,0.001134297,0.001017473,0.0004142331,0.0001868482,0.0006055097,0.001313629,0.00717935],"category_scores_gemma":[0.00001725847,0.001015212,0.0005422587,0.0005112945,0.0004018126,0.0003379787,0.000006926326,0.0005241655,0.00004040871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000719471,"about_ca_system_score_gemma":0.0002236005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.020869,"about_ca_topic_score_gemma":0.0210833,"domain_scores_codex":[0.9959652,0.0002601194,0.001012234,0.001429868,0.0003457687,0.0009867473],"domain_scores_gemma":[0.9981435,0.0001686507,0.0002879376,0.001003638,0.0001444584,0.0002518379],"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":[0.0003374805,0.0006870633,0.00000527836,0.0002513916,0.0001671628,0.000004243366,0.001108568,0.0001272079,0.9807314,0.00031095,0.001027344,0.01524189],"study_design_scores_gemma":[0.01062368,0.001138452,0.0006244993,0.001078794,0.002368472,0.000278027,0.002200686,0.005708902,0.7686825,0.004331497,0.1962764,0.006688047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09994191,0.001355171,0.8511061,0.0003510212,0.0192485,0.003813789,0.003787644,0.002383589,0.01801228],"genre_scores_gemma":[0.9584192,0.000924203,0.003796885,0.000109186,0.0007177942,0.0006342888,0.0003424201,0.0009631198,0.03409288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8584773,"threshold_uncertainty_score":0.9999829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1604516138","doi":"10.1002/9781118995235.ch1","title":"Bioactive Glass‐Ceramic Scaffolds with High‐Strength for Orthopedic Applications","year":2014,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Bone Tissue Engineering Materials","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":"National Research Council Canada","funders":"","keywords":"Materials science; Ceramic; Bioactive glass; Composite material; Mechanical strength; Nanotechnology","authors":[{"name":"E.A. Aguilar‐Reyes","is_ca":false},{"name":"C.A. León‐Patiño","is_ca":false},{"name":"Esmeralda Villicaña‐Molina","is_ca":false},{"name":"L.‐P. Lefebvre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005306873419719643,"gpt":0.1992621671513018,"spread":0.1939552937315821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0001799695,0.001574648,0.001483629,0.001357965,0.0004750925,0.0002329134,0.0006557029,0.001317811,0.003741804],"category_scores_gemma":[0.000003589091,0.001699719,0.0005462837,0.001027778,0.0003536055,0.0003069376,0.000004561246,0.0009002922,0.0004856378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006839632,"about_ca_system_score_gemma":0.0002147528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000504608,"about_ca_topic_score_gemma":0.001734592,"domain_scores_codex":[0.9958225,0.00009132466,0.001009758,0.001306779,0.0005004507,0.001269144],"domain_scores_gemma":[0.9973905,0.000263249,0.0002613097,0.001515339,0.0001402709,0.0004293248],"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":[0.0003390408,0.001488749,0.00000543525,0.006899824,0.009556037,0.00002790346,0.0009181902,0.6402258,0.01301669,0.001547875,0.03331308,0.2926614],"study_design_scores_gemma":[0.00466517,0.0003767124,0.00008702035,0.0008518161,0.003094716,0.0002420468,0.0001387488,0.02631398,0.004235337,0.0002499462,0.955907,0.00383745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003112248,0.0009234052,0.9703988,0.0001415541,0.002760156,0.003779526,0.004686391,0.006492489,0.01050648],"genre_scores_gemma":[0.6550625,0.003551952,0.04032622,0.0001056968,0.002434927,0.01171345,0.002508111,0.007882846,0.2764143],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9300725,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1600876538","doi":"10.1002/9780470444191.ch75","title":"Modeling Rolling Texture of Twinned Cu Single Crystals","year":2008,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Metallurgy and Material Forming","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":"McMaster University","funders":"","keywords":"Materials science; Texture (cosmology); Composite number; Crystal twinning; Crystallography; Engineering drawing; Metallurgy; Composite material; Computer science; Artificial intelligence; Microstructure; Engineering; Image (mathematics)","authors":[{"name":"Khaled J. Al‐Fadhalah","is_ca":false},{"name":"A.J. Beaudoin","is_ca":false},{"name":"M. Niewczas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01504039387489103,"gpt":0.2053795595837311,"spread":0.1903391657088401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001128559,0.0008890081,0.001132453,0.001056237,0.0003194242,0.00006386136,0.0004098831,0.001119803,0.00578369],"category_scores_gemma":[0.000004099141,0.001007302,0.0006872494,0.000639069,0.0001696796,0.000319962,0.000003187493,0.001044899,0.0001140997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421135,"about_ca_system_score_gemma":0.0001395992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006677712,"about_ca_topic_score_gemma":0.0007863757,"domain_scores_codex":[0.9970881,0.00006973121,0.001061693,0.0006321369,0.0003975902,0.0007507355],"domain_scores_gemma":[0.9987202,0.00005753865,0.0001533028,0.0007719331,0.00008161928,0.0002154657],"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":[0.00003940243,0.0002551331,1.96285e-7,0.0009792951,0.00100835,0.00001650577,0.0006844558,0.9473975,0.03112674,0.00003479068,0.001356943,0.0171007],"study_design_scores_gemma":[0.002944676,0.0001834511,0.000004342292,0.001949436,0.001823429,0.0005442221,0.0005332407,0.7405241,0.01238779,0.0002982345,0.2355206,0.003286483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001526293,0.002212761,0.9320717,0.00002527217,0.003273118,0.0007010989,0.0006856556,0.002127435,0.05737662],"genre_scores_gemma":[0.8756723,0.005467835,0.004391996,0.00002651516,0.0003966141,0.0001211121,0.0001987451,0.00152143,0.1122034],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9276798,"threshold_uncertainty_score":0.9992377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}