{"meta":{"query_hash":"7694fc36268e","filters":{"topic":"Material Selection and Properties"},"cohort_total":158,"direct_labels_cover":0,"predictions_cover":158,"exported":158,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/7694fc36268e","api":"https://metacan.xera.ac/api/v1/cohort?topic=Material+Selection+and+Properties"},"results":[{"id":"W100313787","doi":"","title":"Online Material Selection.","year":2004,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Material Selection and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Computer science; Psychology; Artificial intelligence","score_opus":0.02379042669227017,"score_gpt":0.23299735296601992,"score_spread":0.20920692627374976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W100313787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890689,0.000025209642,0.00028279467,0.001220967,0.0013022497,0.00012293372,0.00002618441,0.00064595434,0.007304767],"genre_scores_gemma":[0.9885001,0.0000039100787,0.004736441,0.00055438955,0.0011250565,0.00001423772,0.000033996515,0.000031021485,0.0050008274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990509,0.00007727815,0.00021230185,0.00024618924,0.00014471712,0.0002685887],"domain_scores_gemma":[0.99967164,0.000004124495,0.000054180917,0.00015122708,0.000021850936,0.000096979],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001300433,0.0001394077,0.00014349732,0.000055177992,0.00016625148,0.00027622562,0.0001979127,0.0000941745,0.020682367],"category_scores_gemma":[0.000019875686,0.00011474206,0.000035165747,0.00013935524,0.000056214565,0.0005066848,0.000055370027,0.00009029964,0.0007855812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095077325,0.00019294658,0.00016588085,0.000012001586,0.0000056904973,0.0000026933583,0.0003843769,0.00005544969,0.99128264,0.005346272,0.001976853,0.00048011445],"study_design_scores_gemma":[0.00062180776,0.00014676467,0.0032762575,0.000016252607,0.000009956602,0.00003534251,0.00008199185,0.00001725961,0.90678495,0.0036891121,0.08505375,0.00026656216],"about_ca_topic_score_codex":0.0005203203,"about_ca_topic_score_gemma":0.00005109642,"teacher_disagreement_score":0.084497705,"about_ca_system_score_codex":0.00004849506,"about_ca_system_score_gemma":0.000092129405,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W1509291146","doi":"","title":"Proses Bubut pada Berbagai Jenis Kayu untuk Furnitur","year":2015,"lang":"id","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Materials science","score_opus":0.36130910917592135,"score_gpt":0.5347174658228002,"score_spread":0.17340835664687887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509291146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9244813,0.0333947,0.000091372975,0.0007546916,0.010095437,0.0014242237,0.00022645293,0.0001761598,0.029355684],"genre_scores_gemma":[0.9669819,0.012330978,0.0002538661,0.0009152902,0.0013320445,0.00010608633,0.000027276536,0.00015520149,0.017897364],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99242365,0.0014256656,0.0020583018,0.001070939,0.0018646109,0.0011568427],"domain_scores_gemma":[0.9942309,0.00024479753,0.0019732022,0.0009933957,0.0014269572,0.0011307339],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0038609596,0.00088140054,0.001787769,0.0007983444,0.0007908653,0.0089860065,0.0049865185,0.00039616498,0.07825668],"category_scores_gemma":[0.0011773949,0.0007359841,0.00031439445,0.0014356249,0.00055146625,0.0052405437,0.002281381,0.0006561606,0.0011623071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013991221,0.0005478197,0.028185852,0.00041857953,0.0001946777,0.000061013983,0.0011511967,0.00007305227,0.772271,0.00010644923,0.19201589,0.0035753949],"study_design_scores_gemma":[0.0012295018,0.00010517386,0.02518527,0.00082450925,0.00019015236,0.00006981173,0.0004057127,0.000033710072,0.6756955,0.0028640023,0.29227182,0.001124818],"about_ca_topic_score_codex":0.0066435807,"about_ca_topic_score_gemma":0.0002963605,"teacher_disagreement_score":0.10025595,"about_ca_system_score_codex":0.0003534489,"about_ca_system_score_gemma":0.0010422823,"threshold_uncertainty_score":0.9999713},"labels":[],"label_agreement":null},{"id":"W1522598642","doi":"","title":"Ädelmetall i portföljen : En jämförande studie om ädelmetallers diversifieringsegenskaper","year":2012,"lang":"sv","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Portfolio; Economics; Geography; Finance; Archaeology","score_opus":0.031469356212352126,"score_gpt":0.26515967163668835,"score_spread":0.23369031542433621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522598642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9297263,0.0044768066,0.0023840393,0.011824616,0.011556362,0.0021581778,0.0024473344,0.0015625401,0.033863828],"genre_scores_gemma":[0.982778,0.00077741925,0.007088174,0.00041919996,0.00045620694,0.00017663035,0.00094045256,0.000064475375,0.0072994023],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99542326,0.00018567355,0.0013591031,0.0010119431,0.000782334,0.0012377084],"domain_scores_gemma":[0.9960495,0.000046246307,0.00093494833,0.0017446713,0.00082305964,0.00040156968],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017691241,0.00068392465,0.0009168321,0.0011009752,0.0006560263,0.00024096739,0.001747625,0.0006784499,0.0070127132],"category_scores_gemma":[0.0013409515,0.0006317122,0.00021599031,0.0011145981,0.0012338961,0.002586866,0.0017791839,0.00054281834,0.0011132618],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010928026,0.0042942516,0.017870374,0.001917912,0.0017409172,0.000038018177,0.0021820152,0.00042829732,0.6276254,0.19815789,0.12371595,0.020936137],"study_design_scores_gemma":[0.0011890583,0.00018908655,0.002294916,0.00014324462,0.00031170624,0.000028066324,0.00062004215,0.00025222168,0.14076616,0.00004539054,0.8533492,0.0008108887],"about_ca_topic_score_codex":0.0011181617,"about_ca_topic_score_gemma":0.00008045268,"teacher_disagreement_score":0.7296333,"about_ca_system_score_codex":0.0002576776,"about_ca_system_score_gemma":0.0002934911,"threshold_uncertainty_score":0.9996645},"labels":[],"label_agreement":null},{"id":"W1530799850","doi":"10.4271/2004-01-0403","title":"Design and Analysis of Fuel Tank Baffles to Reduce the Noise Generated From Fuel Sloshing","year":2004,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Material Selection and Properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"General Motors of Canada","keywords":"Baffle; Slosh dynamics; Fuel tank; Noise (video); Environmental science; Automotive engineering; Marine engineering; Engineering; Computer science; Aerospace engineering; Mechanical engineering","score_opus":0.024118992996260035,"score_gpt":0.2545038709197202,"score_spread":0.23038487792346019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530799850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890447,0.00073080894,0.00003430335,0.0047692526,0.00027904267,0.00088663166,0.00011555261,0.00091511814,0.0032245808],"genre_scores_gemma":[0.9857423,0.00039335797,0.011254908,0.0020541418,0.0001157501,0.00018972797,0.0000330556,0.00006131219,0.00015549778],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99615335,0.00039294764,0.0010107456,0.0010513786,0.0007452495,0.000646334],"domain_scores_gemma":[0.9977649,0.00040014062,0.00026487792,0.0010804428,0.00016832231,0.00032133274],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010549731,0.0005554396,0.0009809302,0.00026997653,0.00041906745,0.00029647377,0.0009726294,0.00045152626,0.0013355077],"category_scores_gemma":[0.00066527014,0.00037457276,0.00025906428,0.0015516011,0.00088114233,0.00037806787,0.00039924684,0.00043893614,0.00008449503],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007938244,0.00015490907,0.000027872855,0.000028103785,0.000113445116,0.000009392032,0.00023684475,0.0008424744,0.9942674,0.0024271172,0.00042210464,0.00067650626],"study_design_scores_gemma":[0.00077331776,0.0012494863,0.88893175,0.00017510274,0.00066568045,0.000024161669,0.0002326614,7.611793e-7,0.094376475,0.0039953687,0.0087660765,0.0008091286],"about_ca_topic_score_codex":0.0007892734,"about_ca_topic_score_gemma":0.041080106,"teacher_disagreement_score":0.89989096,"about_ca_system_score_codex":0.00019106813,"about_ca_system_score_gemma":0.00011985104,"threshold_uncertainty_score":0.9998706},"labels":[],"label_agreement":null},{"id":"W1598726269","doi":"10.1017/cbo9780511498879","title":"A Theory of Argument","year":2006,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Material Selection and Properties","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Argument (complex analysis); Epistemology; Philosophy; Chemistry","score_opus":0.017671987629751754,"score_gpt":0.18515825229210559,"score_spread":0.16748626466235383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598726269","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019282473,0.0000829381,0.00022107548,0.000002689579,0.00044081666,0.00023819818,0.00024751507,0.00010308584,0.99673545],"genre_scores_gemma":[0.0018642783,0.000010733191,0.000058376118,0.000026055628,0.0001196932,7.778768e-7,0.00003320398,0.000021267513,0.9978656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989779,0.00014343839,0.00018833675,0.00028293233,0.00021451863,0.00019290073],"domain_scores_gemma":[0.9992451,0.00003522154,0.0002338946,0.00031153116,0.00011331307,0.000060921673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018622643,0.00020629205,0.00032726527,0.0000939218,0.00010014829,0.000033877033,0.00036349855,0.00020132329,0.00008293253],"category_scores_gemma":[0.000005891096,0.00020515955,0.00011203738,0.0000075155294,0.00023831318,0.000048942646,0.00019117803,0.00011912295,0.000034270855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029385687,0.000020750154,4.167293e-7,0.00026080126,0.000030047458,0.000028293614,0.000050458646,0.0000037543994,0.03908,0.5855716,0.37440172,0.0002583001],"study_design_scores_gemma":[0.00023680924,0.00005516116,0.000004407407,0.00008912579,0.00007407104,0.0000039385122,0.000011207942,0.0000023247878,0.112527125,0.000025911935,0.88676834,0.00020160174],"about_ca_topic_score_codex":0.0002717315,"about_ca_topic_score_gemma":0.0000017427926,"teacher_disagreement_score":0.58554566,"about_ca_system_score_codex":0.00016367037,"about_ca_system_score_gemma":0.00017422343,"threshold_uncertainty_score":0.83661634},"labels":[],"label_agreement":null},{"id":"W1824645296","doi":"","title":"A group decision making approach in multi-criteria material selection","year":2007,"lang":"en","type":"article","venue":"international conference on Modelling and simulation","topic":"Material Selection and Properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rolls-Royce (Canada)","funders":"","keywords":"ELECTRE; Ranking (information retrieval); Selection (genetic algorithm); Rank (graph theory); Group decision-making; Computer science; Set (abstract data type); Process (computing); Function (biology); Material selection; Group (periodic table); Multiple-criteria decision analysis; Operations research; Mathematics; Artificial intelligence; Materials science","score_opus":0.12440053467054671,"score_gpt":0.3592119024133311,"score_spread":0.2348113677427844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1824645296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54359615,0.0000038372546,0.45506284,0.000012026311,0.0004628887,0.00008266882,0.0000053780605,0.000040060688,0.0007341749],"genre_scores_gemma":[0.9793692,0.000013142209,0.02031236,0.000060013906,0.00014520646,0.000007876444,0.000022654442,0.000011498297,0.000058010533],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988631,0.000057068188,0.00034009622,0.00031229266,0.0002476974,0.00017973049],"domain_scores_gemma":[0.9996268,0.000059796457,0.000089173154,0.0000644349,0.0001227586,0.000037018926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768936,0.00012907396,0.00012511013,0.00021524327,0.00010734939,0.00026724397,0.00010103289,0.000098365075,0.00049468677],"category_scores_gemma":[0.00002547942,0.000117571944,0.000020117657,0.00008270042,0.000027286193,0.00027287417,0.000027375214,0.0000889381,0.000015581096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019971596,0.00015284483,0.00068286,0.00001956707,0.000004874649,0.00000228982,0.00069901056,0.7792718,0.19918513,0.008676235,0.000004423893,0.009303841],"study_design_scores_gemma":[0.00043384286,0.000061736784,0.00085138757,0.00008439006,0.0000023472255,0.000004231922,0.00006434707,0.9896283,0.006170564,0.0024568299,0.000102519516,0.00013951366],"about_ca_topic_score_codex":0.00012292508,"about_ca_topic_score_gemma":0.000050665738,"teacher_disagreement_score":0.4357731,"about_ca_system_score_codex":0.00007721687,"about_ca_system_score_gemma":0.000012193876,"threshold_uncertainty_score":0.5416473},"labels":[],"label_agreement":null},{"id":"W1833712047","doi":"10.24908/pceea.v0i0.3974","title":"A GRAPHICAL EXPLORATION OF THE GENERAL PERFORMANCE INDICES FOR BENDING STIFFNESS DESIGN","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"University of Cambridge; McGill University","keywords":"Bending stiffness; Stiffness; Bending; Structural engineering; Computer science; Engineering","score_opus":0.034708690702716746,"score_gpt":0.21577641544240073,"score_spread":0.18106772473968397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833712047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968554,0.000017572978,0.000121433164,0.00044823205,0.0017061987,0.00041400196,0.000011451085,0.000025922624,0.0003998375],"genre_scores_gemma":[0.99790907,0.0000052403243,0.001313565,0.00005856082,0.000114933544,0.00011139602,0.000001556794,0.0000132848645,0.00047240636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999277,0.0000113580345,0.00023102724,0.00011330135,0.00019196939,0.00017533003],"domain_scores_gemma":[0.9991088,0.000020852878,0.00035050715,0.00006266592,0.0003969221,0.000060251168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050676375,0.00008533178,0.000105269304,0.000120701116,0.00021466374,0.000054543245,0.00027339064,0.0000834209,0.00005366766],"category_scores_gemma":[0.00039604717,0.00006277049,0.00004975686,0.00029016307,0.000023360008,0.0003795057,0.000017156253,0.00006452867,0.000001672173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011387023,0.0001411108,0.05178784,0.001169954,0.000073500385,1.06667715e-8,0.018804135,0.001249085,0.8860512,0.032069847,0.006514279,0.0020251905],"study_design_scores_gemma":[0.0002271435,0.00005385355,0.14967865,0.00020471243,0.000047337442,0.000001312403,0.00041414876,0.0033032116,0.8424554,0.0006685289,0.0027360646,0.00020964928],"about_ca_topic_score_codex":0.0034478453,"about_ca_topic_score_gemma":0.00096797646,"teacher_disagreement_score":0.09789081,"about_ca_system_score_codex":0.00034491482,"about_ca_system_score_gemma":0.00029813955,"threshold_uncertainty_score":0.52121335},"labels":[],"label_agreement":null},{"id":"W1922104715","doi":"","title":"Excellent Adhesion of Carbon Fibers to Polyurethane Matrix and Substantial Improvement of the Mechanical Properties of Polyurethane","year":2011,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Polyurethane; Composite material; Materials science; Thermoplastic polyurethane; Ultimate tensile strength; Scanning electron microscope; Polyacrylonitrile; Composite number; Fiber; Adhesion; Thermogravimetric analysis; Polymer; Elastomer; Chemical engineering","score_opus":0.02195578882925086,"score_gpt":0.1867982257327654,"score_spread":0.16484243690351452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1922104715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977031,0.00014934746,0.000034619057,0.00006564692,0.00031109163,0.00028635995,0.00001876573,0.00001864718,0.0014124274],"genre_scores_gemma":[0.99850994,0.00004266894,0.00022868197,0.000012297582,0.000013206454,6.79697e-7,4.4205848e-7,0.00000938756,0.0011827111],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893486,0.00011128924,0.000285969,0.00021716596,0.00026573476,0.00018497992],"domain_scores_gemma":[0.9992912,0.000013682485,0.00022267838,0.0002624466,0.00013146581,0.000078527715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001981114,0.00013113114,0.00027040573,0.00012427368,0.00006236941,0.00000754372,0.00028617497,0.00008115064,0.00024967428],"category_scores_gemma":[0.000026112235,0.0000955057,0.00006305262,0.00026579952,0.00020707735,0.00006843103,0.00020439766,0.000048808695,0.0000011434499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016426236,0.0000672579,0.00010572029,0.00015304175,0.000015323365,0.0000022001802,0.0020477297,0.0000034198995,0.9937745,0.002099897,0.000021641325,0.00006668917],"study_design_scores_gemma":[0.00043203312,0.00045789118,0.00031969385,0.00009739482,0.000046633493,0.0000018443042,0.0014155841,0.000013258791,0.9963606,0.000051645355,0.00069152785,0.00011191057],"about_ca_topic_score_codex":0.0031053151,"about_ca_topic_score_gemma":0.00030075488,"teacher_disagreement_score":0.0028045601,"about_ca_system_score_codex":0.00004414863,"about_ca_system_score_gemma":0.00007349674,"threshold_uncertainty_score":0.46943283},"labels":[],"label_agreement":null},{"id":"W1970845827","doi":"10.1177/0731684404029360","title":"Laser Transmission Welding of Semicrystalline Thermoplastics - Part II: Analysis of Mechanical Performance of Welded Nylon","year":2004,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Material Selection and Properties","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Magna International (Canada)","funders":"","keywords":"Materials science; Laser beam welding; Composite material; Welding; Ultimate tensile strength; Molding (decorative); Nylon 6; Nylon 66; Plastic welding; Polymer; Filler metal; Arc welding","score_opus":0.009602849744870199,"score_gpt":0.2068790209953086,"score_spread":0.19727617125043842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970845827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98819613,0.00009070861,0.011438949,0.000022745902,0.00014450852,0.00003843873,0.000016753193,0.000004169373,0.000047620066],"genre_scores_gemma":[0.99642056,0.00038971534,0.0031032553,0.000009404622,0.000032183383,1.8961295e-7,0.0000034283203,0.00000548222,0.000035755707],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987737,0.000026374477,0.0007546011,0.00007099789,0.00026657345,0.00010777421],"domain_scores_gemma":[0.9988678,0.000096216405,0.00064124784,0.00007141485,0.00025456856,0.000068743095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610181,0.00010369452,0.0004651089,0.00018736241,0.0000675307,0.000015941781,0.00012151736,0.00006810986,0.00018902372],"category_scores_gemma":[0.000034584747,0.00007213789,0.000105071034,0.00022293639,0.00006836568,0.0001029723,0.000032432952,0.00008213593,2.5260192e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000563467,0.000028066086,0.00011096352,0.0001043507,0.000106937674,8.884046e-7,0.00023960622,0.17898548,0.8195426,0.00020858328,0.0000058339324,0.00010321993],"study_design_scores_gemma":[0.00058025523,0.001257901,0.0001453123,0.0002806629,0.00038409635,0.000011352913,0.000041880652,0.0323152,0.9647401,0.000024954163,0.00014358565,0.00007472719],"about_ca_topic_score_codex":0.000016620785,"about_ca_topic_score_gemma":0.0000022010368,"teacher_disagreement_score":0.14667028,"about_ca_system_score_codex":0.0000120258655,"about_ca_system_score_gemma":0.00004568104,"threshold_uncertainty_score":0.29416978},"labels":[],"label_agreement":null},{"id":"W1976805518","doi":"10.1007/bf03266564","title":"Quantitative Morphological Analysis of Carbon Black in Polymers used in Laser Transmission Welding","year":2007,"lang":"en","type":"article","venue":"Welding in the World","topic":"Material Selection and Properties","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Kingston Process Metallurgy (Canada); Royal Military College of Canada","funders":"","keywords":"Materials science; Carbon black; Composite material; Transmission electron microscopy; Polycarbonate; Welding; Polymer; Polyamide; Microstructure; Laser; Aggregate (composite); Carbon fibers; Laser beam welding; Optics; Nanotechnology","score_opus":0.03928615048455336,"score_gpt":0.304230457135966,"score_spread":0.26494430665141266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976805518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958331,0.00006109874,0.00007660155,0.00026315273,0.00010700118,0.0001190697,0.0000014064061,0.000020684885,0.0035178564],"genre_scores_gemma":[0.9994659,0.0000105922545,0.00024581395,0.000097909426,0.000012022624,0.000004886686,0.0000015113095,0.0000070147903,0.00015438614],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865097,0.00029727447,0.00040638677,0.00020001578,0.00019108159,0.00025424844],"domain_scores_gemma":[0.99948555,0.00027272338,0.00008555801,0.000119238786,0.000011457316,0.00002547802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002111995,0.00010009823,0.00027780174,0.0007449767,0.000029307272,0.000025862764,0.00019672512,0.00005421728,0.0005875928],"category_scores_gemma":[0.00005519392,0.00006657233,0.000051770992,0.00197396,0.00009113472,0.000060743696,0.000019272604,0.00013570889,0.00000470192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006960574,0.00013130916,0.039727237,0.000026024545,0.000015801275,0.000044892404,0.010019621,0.014430822,0.9341629,0.0004929472,0.000014355182,0.00023802264],"study_design_scores_gemma":[0.0005988828,0.00011077866,0.066131674,0.00013566307,0.0000489568,0.0000014184279,0.0030772367,0.003740331,0.925448,0.00019069019,0.00031072044,0.00020563976],"about_ca_topic_score_codex":0.0024314763,"about_ca_topic_score_gemma":0.009752313,"teacher_disagreement_score":0.026404437,"about_ca_system_score_codex":0.000056327128,"about_ca_system_score_gemma":0.000010679829,"threshold_uncertainty_score":0.6433729},"labels":[],"label_agreement":null},{"id":"W1986307640","doi":"10.1016/j.knosys.2008.03.028","title":"A new application of ELECTRE III and revised Simos’ procedure for group material selection under weighting uncertainty","year":2008,"lang":"en","type":"article","venue":"Knowledge-Based Systems","topic":"Material Selection and Properties","field":"Materials Science","cited_by":125,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Rolls-Royce (Canada)","funders":"","keywords":"ELECTRE; Computer science; Selection (genetic algorithm); Weighting; Sample (material); Rank (graph theory); Multiple-criteria decision analysis; Process (computing); Task (project management); Function (biology); Reliability (semiconductor); Operations research; Artificial intelligence; Mathematics; Systems engineering","score_opus":0.018760172466167468,"score_gpt":0.24534992327101918,"score_spread":0.22658975080485172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986307640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9252597,0.00062249193,0.07050464,0.000069353584,0.0010057652,0.0018055363,0.000027383816,0.00025108585,0.00045404874],"genre_scores_gemma":[0.997473,0.00001002231,0.00061682495,0.00002580754,0.00068675436,0.00028916466,0.000040418046,0.000030892726,0.0008271286],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850494,0.00015687585,0.00050571864,0.00039129917,0.00015848824,0.0002826736],"domain_scores_gemma":[0.9991214,0.00006950069,0.0002871776,0.00015726573,0.00026283972,0.00010178707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044557225,0.00020365253,0.00037382985,0.00009834112,0.00033028488,0.00008517592,0.00012383211,0.0001453253,0.00009783044],"category_scores_gemma":[0.000044487293,0.00016919657,0.000053777418,0.0002577939,0.000061783685,0.00012426359,0.000017365675,0.00005333626,0.000018568673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006471561,0.00005548264,0.0002498364,0.00095395313,0.000010557547,1.2852848e-7,0.0003222134,0.0003299997,0.9941378,0.0011815194,0.0016302194,0.00048111816],"study_design_scores_gemma":[0.002503412,0.00062554737,0.0003161047,0.0002887595,0.000053441025,0.000042388056,0.00014200275,0.031174792,0.941403,0.00016902018,0.022843856,0.00043770848],"about_ca_topic_score_codex":0.0009391828,"about_ca_topic_score_gemma":0.00020437881,"teacher_disagreement_score":0.0722133,"about_ca_system_score_codex":0.000109633846,"about_ca_system_score_gemma":0.0002533031,"threshold_uncertainty_score":0.6899636},"labels":[],"label_agreement":null},{"id":"W2007875438","doi":"10.5539/jmsr.v4n2p13","title":"Generic Basis Values and Acceptance Criteria for Composite Materials","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Science Research","topic":"Material Selection and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Aeronautics and Space Administration; U.S. Department of Defense","keywords":"Materials science; Basis (linear algebra); Composite number; Set (abstract data type); Identification (biology); Fiber; Process (computing); Process engineering; Manufacturing engineering; Computer science; Composite material; Mathematics; Engineering","score_opus":0.22350739603782496,"score_gpt":0.44032900425208066,"score_spread":0.2168216082142557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007875438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942188,0.00037791784,0.00022767493,0.00074960734,0.003689913,0.00037656625,0.0000624492,0.00002818176,0.0002688819],"genre_scores_gemma":[0.98910767,0.00016854201,0.00917345,0.000100119345,0.0010651995,0.000030622847,0.0000017128734,0.000025666444,0.00032699283],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99557275,0.0007884239,0.0008848673,0.00040606115,0.001526987,0.0008209251],"domain_scores_gemma":[0.9960552,0.00017029443,0.00040836804,0.0002949606,0.0025799137,0.00049130444],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.022193413,0.0002001902,0.0005630696,0.000554199,0.00065073784,0.0021552655,0.0010144421,0.0000916092,0.0011801722],"category_scores_gemma":[0.0014765083,0.00014378237,0.00004209455,0.0005641151,0.0012732256,0.0014292975,0.00035979558,0.00010738923,0.00007339998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008389312,0.000047230067,0.000027239754,0.000094675575,0.0000051437037,0.00000680685,0.0006710581,0.000006545331,0.9938769,0.00024862448,0.0037252079,0.0004516412],"study_design_scores_gemma":[0.00066494686,0.0007662086,0.0005317503,0.00008604353,0.000011013002,0.0001992434,0.00048672664,0.000017072269,0.9908665,0.0031936925,0.0029993854,0.00017742657],"about_ca_topic_score_codex":0.00010486123,"about_ca_topic_score_gemma":0.0000023052623,"teacher_disagreement_score":0.020716906,"about_ca_system_score_codex":0.0002072023,"about_ca_system_score_gemma":0.00068393844,"threshold_uncertainty_score":0.9997329},"labels":[],"label_agreement":null},{"id":"W2013371164","doi":"10.1016/s0261-3069(01)00056-5","title":"Applying the investment methodology for materials (IMM) to aluminium foams","year":2002,"lang":"en","type":"article","venue":"Materials & Design (1980-2015)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Engineering and Physical Sciences Research Council; Cambridge Trust","keywords":"Automotive industry; Investment (military); Scale (ratio); Aluminium; Materials science; Engineering; Metallurgy","score_opus":0.1916144113555462,"score_gpt":0.3261266028706584,"score_spread":0.13451219151511223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013371164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9070064,0.0008335473,0.043400057,0.0065675634,0.02313188,0.016199201,0.0006493526,0.0011093366,0.0011026779],"genre_scores_gemma":[0.89387465,0.000105351915,0.06704258,0.011667346,0.0027031275,0.018051283,0.00006585452,0.00024968965,0.0062401504],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99379134,0.0024580348,0.0012040419,0.0009174838,0.00046509583,0.0011640298],"domain_scores_gemma":[0.9976394,0.00055548595,0.00043116734,0.0008890189,0.0002122707,0.00027265496],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005518347,0.0006073986,0.0009968133,0.00018154611,0.0007191184,0.0010132653,0.00096596323,0.0003030553,0.01250307],"category_scores_gemma":[0.0004919128,0.00041905578,0.00010908934,0.00025181717,0.00021716446,0.00030796265,0.00030088014,0.00008574283,0.0031813083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000445766,0.00007217441,0.0000021890348,0.00011812048,0.000035085457,0.0000040768045,0.0011956029,0.00003630687,0.95884573,0.0035362833,0.035129286,0.0005793641],"study_design_scores_gemma":[0.0005792322,0.0005048051,0.000019749672,0.00004400852,0.000069368514,0.000040727573,0.00020414007,0.0000193111,0.83774644,0.0014913905,0.15878877,0.00049203297],"about_ca_topic_score_codex":0.00060605194,"about_ca_topic_score_gemma":0.000021826962,"teacher_disagreement_score":0.123659484,"about_ca_system_score_codex":0.00014100254,"about_ca_system_score_gemma":0.00006271047,"threshold_uncertainty_score":0.99982613},"labels":[],"label_agreement":null},{"id":"W2015857751","doi":"10.1361/10599490418479","title":"Material Choices for Mars","year":2004,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Material Selection and Properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mars Exploration Program; Space suit; Astrobiology; Materials science; Micrometeoroid; Atmosphere (unit); Atmosphere of Mars; Aerospace engineering; Environmental science; Meteorology; Martian; Spacecraft; Engineering; Space debris; Physics","score_opus":0.010419141268936654,"score_gpt":0.20613088835295837,"score_spread":0.19571174708402173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015857751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958802,0.0001134126,0.00042672156,0.00007891836,0.0033256295,0.00009045554,0.000026195885,0.000033260654,0.00002524562],"genre_scores_gemma":[0.9947533,0.00019765824,0.004053161,0.000039383478,0.0008677815,0.00000870619,0.0000021070277,0.000017505692,0.00006040973],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918157,0.000012517172,0.00039566442,0.00009213175,0.00012140393,0.00019673584],"domain_scores_gemma":[0.9995797,0.00001654082,0.00018217337,0.000067319954,0.000085474116,0.0000687672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005286106,0.00012601679,0.00025425138,0.00008626668,0.00008242211,0.00017900406,0.00012080404,0.000057867903,0.00022726075],"category_scores_gemma":[0.000036084373,0.000094758805,0.000030154917,0.00004103306,0.000024947496,0.000340044,0.000021404318,0.000039592032,0.000009466543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036924047,0.000011713272,0.000015327369,0.00027525204,0.000007386042,0.0000012053436,0.0000982609,0.0022456362,0.99649763,0.00015147837,0.0000467577,0.00028013496],"study_design_scores_gemma":[0.00064103946,0.00045731757,0.00073410355,0.00013097574,0.000014200092,0.00015345716,0.000008508743,0.000041224517,0.986389,0.00004647849,0.011254348,0.0001293504],"about_ca_topic_score_codex":0.000015295618,"about_ca_topic_score_gemma":5.106078e-7,"teacher_disagreement_score":0.01120759,"about_ca_system_score_codex":0.000026945576,"about_ca_system_score_gemma":0.00003128729,"threshold_uncertainty_score":0.38641518},"labels":[],"label_agreement":null},{"id":"W2016471839","doi":"10.1007/s11661-014-2446-3","title":"A Numerical Method for Microstructure Generation of a Binary Aluminum Alloy and Study of Its Mechanical Properties Using the Finite Element Method","year":2014,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Material Selection and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Microstructure; Finite element method; Alloy; Aluminium; Ductility (Earth science); Stress (linguistics); Grain boundary; Modulus; Elastic modulus; Composite material; Structural engineering; Metallurgy; Creep; Engineering","score_opus":0.06499686266850285,"score_gpt":0.30293319570075183,"score_spread":0.23793633303224898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016471839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61157817,0.00006294477,0.38745186,0.00008547271,0.00021572987,0.00055879896,0.000030612468,0.000014533254,0.0000018710158],"genre_scores_gemma":[0.96354246,0.000035019457,0.03607905,0.00004658292,0.000071705814,0.00012777546,0.0000034837162,0.0000146637,0.00007924047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980847,0.00074097037,0.00053964235,0.00029910222,0.00016473142,0.00017085533],"domain_scores_gemma":[0.99943024,0.000101369056,0.0001678181,0.00013347476,0.00011215636,0.000054921096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232885,0.00016238033,0.0004697624,0.000044940807,0.00021931027,0.000107225766,0.00009663953,0.00008368112,0.00049925596],"category_scores_gemma":[0.00004203075,0.00009825345,0.00005335649,0.00008738873,0.00006894931,0.000110563444,0.000022698028,0.000047947917,5.669326e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003672718,0.00016029789,1.8627586e-7,0.00017530328,0.00004473315,2.4712867e-7,0.0006688461,0.0025500117,0.9953412,0.00020356524,0.0000023294035,0.0004860071],"study_design_scores_gemma":[0.0007778866,0.00080804864,0.000018959301,0.000021738353,0.0002022225,0.00003662823,0.00029536878,0.08117946,0.91530555,0.00006359263,0.0011607183,0.0001298267],"about_ca_topic_score_codex":0.0004780203,"about_ca_topic_score_gemma":0.000038882048,"teacher_disagreement_score":0.3519643,"about_ca_system_score_codex":0.000007902789,"about_ca_system_score_gemma":0.000018119814,"threshold_uncertainty_score":0.54665023},"labels":[],"label_agreement":null},{"id":"W2021877979","doi":"10.1007/s00170-014-6582-0","title":"An exponential placement method for materials selection","year":2014,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Material Selection and Properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Selection (genetic algorithm); Exponential function; Weighting; Function (biology); Mathematical optimization; Computer science; Process (computing); Scaling; Algorithm; Mathematics; Machine learning","score_opus":0.011786009833658405,"score_gpt":0.29801001139358535,"score_spread":0.28622400155992694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021877979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.820524,0.0000126201185,0.17497814,0.0016672938,0.0025853626,0.000120828314,0.0000053808894,0.0000715374,0.000034880002],"genre_scores_gemma":[0.9388295,0.000017699653,0.06021625,0.00021292266,0.0005991662,0.000022547663,0.000002457828,0.000014163241,0.00008533625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896264,0.000092828865,0.0003963521,0.0001399569,0.00024194494,0.00016626445],"domain_scores_gemma":[0.999104,0.00007009067,0.00042333896,0.00012945203,0.00024310623,0.00003000865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096855755,0.000108116554,0.00017950058,0.00019798618,0.00012537086,0.000108972024,0.00073462556,0.000071319686,0.00046749355],"category_scores_gemma":[0.00011521826,0.00007135008,0.00004381219,0.000033666067,0.000050020186,0.00024275892,0.00006328554,0.000094081755,0.000011563551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073978916,0.000031037245,0.000002268844,0.000005625812,0.000023333407,6.0543607e-7,0.00005709818,0.003723714,0.97972924,0.0023386122,0.0001269,0.013221805],"study_design_scores_gemma":[0.00060664676,0.00046416136,0.000030480527,0.000017843375,0.000013722154,0.00015389029,0.00009261442,0.00018656212,0.96521413,0.010195806,0.022942042,0.00008207014],"about_ca_topic_score_codex":0.000016058348,"about_ca_topic_score_gemma":0.000010529676,"teacher_disagreement_score":0.11830549,"about_ca_system_score_codex":0.00008233773,"about_ca_system_score_gemma":0.000023855619,"threshold_uncertainty_score":0.51187265},"labels":[],"label_agreement":null},{"id":"W2026127933","doi":"10.1007/s10999-007-9024-4","title":"Gear material selection with uncertain and incomplete data. Material performance indices and decision aid model","year":2006,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Material Selection and Properties","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rolls-Royce (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"ELECTRE; Weighting; Index (typography); Rank (graph theory); Computer science; Sensitivity (control systems); Multiple-criteria decision analysis; Selection (genetic algorithm); Mathematical optimization; Mathematics; Engineering; Artificial intelligence","score_opus":0.03687585291351424,"score_gpt":0.26393130892839806,"score_spread":0.2270554560148838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026127933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97221196,0.000056408742,0.02608926,0.000079128244,0.0012706242,0.00015094026,0.00011377199,0.000015860442,0.000012059194],"genre_scores_gemma":[0.96288025,0.0004685537,0.036106564,0.000058604313,0.00042876563,0.0000061071855,0.000019062209,0.000019192323,0.000012903651],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844134,0.0001267837,0.0005912314,0.00027073774,0.0003822546,0.00018762893],"domain_scores_gemma":[0.99924165,0.00004638259,0.00038445828,0.00009995017,0.00017011199,0.000057441237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013871754,0.00018412637,0.00030518798,0.00021318533,0.00010197117,0.00060729054,0.0003087689,0.00009499876,0.00020836428],"category_scores_gemma":[0.000029372135,0.000135809,0.00000895457,0.000053922904,0.000047573074,0.00075995235,0.00020331,0.00006910629,0.0000017251728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045297113,0.000040664167,0.00008423305,0.000044307137,0.000016565125,0.000018184033,0.00009015067,0.0015591957,0.9902009,0.0015849147,0.00012885619,0.00170236],"study_design_scores_gemma":[0.0025758327,0.0008393032,0.0005596318,0.00035785895,0.0000418919,0.0011831055,0.000051107956,0.03604183,0.9386205,0.0186526,0.00070858,0.0003677281],"about_ca_topic_score_codex":0.00026221512,"about_ca_topic_score_gemma":0.000046022684,"teacher_disagreement_score":0.051580325,"about_ca_system_score_codex":0.00004653408,"about_ca_system_score_gemma":0.00007167611,"threshold_uncertainty_score":0.5856117},"labels":[],"label_agreement":null},{"id":"W2035904979","doi":"10.1177/120633120000300404","title":"Postcards from Algoma Steel Incorporated","year":2000,"lang":"en","type":"article","venue":"Space and Culture","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; World Wide Web; Engineering","score_opus":0.006932904560049235,"score_gpt":0.19826776954873435,"score_spread":0.1913348649886851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035904979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788346,0.00050951826,0.000005130735,0.0006802594,0.00021962654,0.000062642204,0.00005243188,0.00009795133,0.019537818],"genre_scores_gemma":[0.95908517,0.00018997032,0.00035891356,0.0004143667,0.0002355628,0.0000054208317,0.000026460328,0.000007850991,0.0396763],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995254,0.000039323884,0.000071604256,0.00016053404,0.00008967504,0.00011342035],"domain_scores_gemma":[0.9998085,0.000002491422,0.000021984488,0.000088330264,0.000022049842,0.000056630102],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000043360156,0.00008679821,0.000097285745,0.0000073754895,0.000117774194,0.00012607555,0.000060231494,0.00007527616,0.016153745],"category_scores_gemma":[0.0000030072347,0.000057373007,0.000015241858,0.00004591512,0.000039768303,0.000111326815,0.00001359268,0.000043233285,0.0008343061],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009157959,0.000009819783,0.00013159614,0.0000050295926,0.000004885678,0.0000038430376,0.0013762328,0.000005614083,0.9694477,0.00033543966,0.026348798,0.0022394618],"study_design_scores_gemma":[0.00031446578,0.00011207896,0.0014576386,0.0000187355,0.000013217923,0.000010816327,0.00032565455,0.000036377696,0.40907136,0.0012848327,0.5871659,0.00018893076],"about_ca_topic_score_codex":0.0009372821,"about_ca_topic_score_gemma":0.00012403008,"teacher_disagreement_score":0.5608171,"about_ca_system_score_codex":0.000008868356,"about_ca_system_score_gemma":0.000014391645,"threshold_uncertainty_score":0.9999437},"labels":[],"label_agreement":null},{"id":"W2038264149","doi":"10.1179/175355507x196510","title":"Developments in composites: advanced, infrastructural, natural and nano-composites","year":2007,"lang":"en","type":"article","venue":"Materials Technology","topic":"Material Selection and Properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aerospace; Automotive industry; Joint venture; Advanced composite materials; Composite material; Materials science; Composite number; Engineering; Business; Aerospace engineering; Commerce","score_opus":0.005038045030379856,"score_gpt":0.22894222996439395,"score_spread":0.2239041849340141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038264149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997276,0.00031715113,0.000033088923,0.00015805736,0.0012854948,0.00023611636,0.000008307939,0.00031644834,0.0003693013],"genre_scores_gemma":[0.99095273,0.00003852497,0.008638889,0.00016588136,0.000039598035,0.000020243664,0.000011137915,0.000018197674,0.00011478699],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853224,0.000044669014,0.00048926915,0.00034890705,0.00012085826,0.00046403633],"domain_scores_gemma":[0.9995744,0.00002750544,0.00012500718,0.00017563124,0.000052039337,0.000045412853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003866152,0.00020858395,0.0003303662,0.0003612417,0.00014058161,0.00011424051,0.0002479975,0.00019268483,0.00039091767],"category_scores_gemma":[0.00004840813,0.00017411153,0.000011129248,0.00027867264,0.00021876984,0.0002027654,0.00020885971,0.000092484835,0.00009742961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019010078,0.000015040846,0.0025893454,0.000035723682,0.0000033313445,0.00001076253,0.00012614815,0.0000016703739,0.99359185,0.0013771496,0.000026894146,0.002031972],"study_design_scores_gemma":[0.00047200517,0.000072281626,0.009020163,0.000043946013,0.0000027678373,0.00010327281,0.00010770306,0.0000014725146,0.9850794,0.000582434,0.004293354,0.00022116688],"about_ca_topic_score_codex":0.000092087845,"about_ca_topic_score_gemma":0.000105029365,"teacher_disagreement_score":0.0086058,"about_ca_system_score_codex":0.00006656089,"about_ca_system_score_gemma":0.000019673018,"threshold_uncertainty_score":0.7100062},"labels":[],"label_agreement":null},{"id":"W2057758687","doi":"10.1021/cm031032z","title":"Reply to the Comment on Spontaneously Ordered Sol−Gel Composites with Submicrometer Periodicity","year":2003,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Material Selection and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Composite material; Materials science; Sol-gel; Nanotechnology","score_opus":0.01443162377137409,"score_gpt":0.21569344980133706,"score_spread":0.20126182602996298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057758687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942796,0.000019848278,0.000021868664,0.002399268,0.00032480212,0.0002822915,0.00008240217,0.000057240813,0.0025326537],"genre_scores_gemma":[0.9944767,0.0000051123943,0.00058986666,0.0038028306,0.0000800919,0.00004308139,0.000013429551,0.000020928606,0.00096797233],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986769,0.00014232688,0.00035877922,0.00030399347,0.00024419423,0.00027378259],"domain_scores_gemma":[0.9991525,0.000047610745,0.00016461934,0.0004496159,0.000101153746,0.000084511434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052367884,0.00020778387,0.000331678,0.000017471277,0.000202722,0.00019375059,0.00029661355,0.000056338817,0.008024833],"category_scores_gemma":[0.000088740315,0.00012486124,0.00003217868,0.000067774214,0.0001330388,0.000040906412,0.000049763607,0.000047866935,0.00017045478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006481655,0.00007074255,0.000015590258,0.000114592636,0.0000113970755,0.0000070192923,0.00034811915,0.000021654678,0.99273014,0.00003113884,0.0059874607,0.000013997441],"study_design_scores_gemma":[0.00026985168,0.00018055705,0.00004473654,0.000060248956,0.000012278298,0.00010259656,0.00009032241,3.218089e-7,0.8831154,0.000015365302,0.11594645,0.00016184426],"about_ca_topic_score_codex":0.00026509055,"about_ca_topic_score_gemma":0.0000061222404,"teacher_disagreement_score":0.10995899,"about_ca_system_score_codex":0.00004572558,"about_ca_system_score_gemma":0.00004378843,"threshold_uncertainty_score":0.99288195},"labels":[],"label_agreement":null},{"id":"W2070894013","doi":"10.4028/www.scientific.net/msf.539-543.398","title":"A Study of Bubble Entrainment as Related to Runner Velocity in Aluminum Sand Castings Using the Cosworth Process","year":2007,"lang":"en","type":"article","venue":"Materials science forum","topic":"Material Selection and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Bubble; Porosity; Splash; Aluminium; Air entrainment; Metallurgy; Foundry; Entrainment (biomusicology); Mechanics; Composite material; Mechanical engineering; Engineering","score_opus":0.02545867038626641,"score_gpt":0.30766388907679465,"score_spread":0.2822052186905282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070894013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99686736,0.000008533472,0.000025338317,0.00015769093,0.0013211764,0.0009751524,0.000008983676,0.00004407142,0.0005916799],"genre_scores_gemma":[0.9994533,7.680514e-7,0.0001807758,0.00019595913,0.000031198946,0.000028588163,7.184346e-7,0.000013610571,0.0000950923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99721855,0.000116141986,0.0007055644,0.00046708624,0.00073698245,0.0007556695],"domain_scores_gemma":[0.99914557,0.0000323448,0.00024085795,0.0002965035,0.00015645823,0.00012828567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004757257,0.00018392233,0.00030297265,0.00019871528,0.0004971225,0.00028414303,0.0006147253,0.000053814776,0.00090169325],"category_scores_gemma":[0.00022484694,0.0001220781,0.000018259698,0.0010329548,0.00036240474,0.0003521184,0.0002511895,0.000062882595,0.000050054416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001965563,0.00016522835,0.0019536929,0.000019374269,0.0000020368163,0.0000085908605,0.010428305,0.0003631432,0.98665535,0.00009175766,0.000014007445,0.0001019634],"study_design_scores_gemma":[0.0004068221,0.00041340088,0.0031761222,0.000050796825,0.0000071170916,0.000031454176,0.0095948465,0.000055083365,0.98581517,0.00018056738,0.0000967495,0.0001718568],"about_ca_topic_score_codex":0.002416385,"about_ca_topic_score_gemma":0.00039206195,"teacher_disagreement_score":0.0045324103,"about_ca_system_score_codex":0.00015158972,"about_ca_system_score_gemma":0.00019213131,"threshold_uncertainty_score":0.9872909},"labels":[],"label_agreement":null},{"id":"W2079135780","doi":"10.4028/www.scientific.net/msf.690.447","title":"Perspectives for the Application of Variable Thickness Aluminium Tubes in Hydroforming of Complex Tubes","year":2011,"lang":"en","type":"article","venue":"Materials science forum","topic":"Material Selection and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Université Laval","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Hydroforming; Tube (container); Materials science; Bending; Aluminium; Structural engineering; Roof; Mechanical engineering; Composite material; Engineering","score_opus":0.03907803288703124,"score_gpt":0.27022593384723315,"score_spread":0.2311479009602019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079135780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912524,0.00006270984,0.005939405,0.00013629922,0.0006726495,0.00066621753,0.00006240456,0.00003321924,0.001174652],"genre_scores_gemma":[0.99465847,0.0000122163265,0.0050476994,0.00004316811,0.000041950985,0.0001469241,0.0000023693024,0.000010551696,0.000036620815],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984688,0.000063787884,0.0004952114,0.00030824664,0.0002775748,0.00038637864],"domain_scores_gemma":[0.9991796,0.00007736921,0.00013384235,0.00031943087,0.00025452432,0.000035245826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021599082,0.00012763658,0.00029015465,0.00013514618,0.00027833806,0.00007018108,0.0006779013,0.00005201287,0.0008941247],"category_scores_gemma":[0.0001640781,0.000083915664,0.000031103948,0.00040444848,0.00096474006,0.00044245657,0.00015285471,0.000028005918,0.000011546063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016851169,0.000064760476,0.0003144616,0.00007963364,0.0000018481973,4.3548287e-8,0.0031515362,0.0000143193465,0.9682478,0.027812107,0.000020242502,0.00012476045],"study_design_scores_gemma":[0.00019802239,0.00014731167,0.0015384527,0.000028953991,0.000008450546,0.0000039816046,0.004351324,0.00079265033,0.9899453,0.002395768,0.00047953398,0.00011023625],"about_ca_topic_score_codex":0.0030846067,"about_ca_topic_score_gemma":0.00004664147,"teacher_disagreement_score":0.025416339,"about_ca_system_score_codex":0.00003923302,"about_ca_system_score_gemma":0.00012361974,"threshold_uncertainty_score":0.9790038},"labels":[],"label_agreement":null},{"id":"W2144106587","doi":"10.1115/1.4006461","title":"A Combined Finite Element-Multiple Criteria Optimization Approach for Materials Selection of Gas Turbine Components","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Mechanics","topic":"Material Selection and Properties","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rolls-Royce (Canada); Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Finite element method; Design for manufacturability; Operability; Robustness (evolution); Computer science; Material selection; Combustor; Mechanical engineering; Weighting; Aerospace; Mathematical optimization; Process engineering; Materials science; Structural engineering; Engineering; Mathematics; Combustion","score_opus":0.03319069218849299,"score_gpt":0.24975800867944659,"score_spread":0.2165673164909536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144106587","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43137583,0.000026658516,0.56616515,0.00003246512,0.0016132548,0.00057119795,0.00004157406,0.00003211868,0.00014175937],"genre_scores_gemma":[0.8827792,0.000025453739,0.11666513,0.00006435506,0.00035088504,0.000028966204,0.000040920888,0.000024938221,0.000020187996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984601,0.000074686606,0.00078032655,0.00012048932,0.00027955847,0.0002848259],"domain_scores_gemma":[0.9985984,0.000051650542,0.00083903206,0.00010163534,0.00030952142,0.00009975486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260874,0.00015957038,0.00041144405,0.00013107578,0.00010983244,0.000070522634,0.00017003443,0.000101399426,0.0008663151],"category_scores_gemma":[0.00007447937,0.00013037247,0.00006766826,0.0001309077,0.000014896956,0.00025593382,0.000039874067,0.000063650834,0.0000040803034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023981677,0.0002749078,0.0000072645144,0.00015958364,0.000027156902,6.6856735e-8,0.0002585696,0.007651578,0.98678434,0.0021296416,0.00022253352,0.0000861946],"study_design_scores_gemma":[0.0015992785,0.00041258725,0.0000072949565,0.000020908854,0.00006239973,0.000010479535,0.00010509031,0.037923053,0.9588917,0.00040680394,0.00042514593,0.00013528545],"about_ca_topic_score_codex":0.000008832523,"about_ca_topic_score_gemma":3.8318996e-7,"teacher_disagreement_score":0.45140332,"about_ca_system_score_codex":0.000062947656,"about_ca_system_score_gemma":0.000030665156,"threshold_uncertainty_score":0.9485543},"labels":[],"label_agreement":null},{"id":"W2148391344","doi":"10.24908/pceea.v0i0.3574","title":"Enhancing a Junior Level Materials Lab with SEM Iimages","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Charpy impact test; Alloy; Scanning electron microscope; Context (archaeology); Materials science; Metallurgy; Fracture (geology); Scale (ratio); Aluminium; Composite material; Microstructure; Physics; Geology","score_opus":0.015203351703676194,"score_gpt":0.18632359489678554,"score_spread":0.17112024319310934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148391344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992473,0.000022950795,0.000015441992,0.00074309425,0.0016272041,0.00025412207,0.00003931465,0.000090554255,0.004734341],"genre_scores_gemma":[0.9919719,0.0000039742094,0.0022478343,0.00020174496,0.0001577557,0.000056236564,0.0000031754155,0.000028081648,0.005329314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903107,0.000011527704,0.00025474167,0.00017450466,0.00023895175,0.0002892181],"domain_scores_gemma":[0.9989469,0.000013296826,0.00030518102,0.000085921565,0.0005146888,0.00013403241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240133,0.00013819426,0.00016370046,0.0001516538,0.00019326713,0.00016647021,0.0002622753,0.00009760265,0.0008123865],"category_scores_gemma":[0.00036614307,0.00010920984,0.00002938764,0.00026555205,0.000021588066,0.0003096538,0.000024216926,0.0000801792,0.00004290742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010440181,0.00002424119,0.0027439063,0.0001418689,0.000017835253,4.7132744e-8,0.0021510192,0.000005228158,0.9890167,0.0022518071,0.003571571,0.00006531676],"study_design_scores_gemma":[0.000097214084,0.000024474077,0.030308636,0.00011086512,0.000023184162,0.0000044710864,0.00027218004,0.0000063821485,0.9624002,0.000059906775,0.0065292125,0.00016328285],"about_ca_topic_score_codex":0.026591107,"about_ca_topic_score_gemma":0.012518442,"teacher_disagreement_score":0.027564729,"about_ca_system_score_codex":0.00073364296,"about_ca_system_score_gemma":0.00048979296,"threshold_uncertainty_score":0.9798909},"labels":[],"label_agreement":null},{"id":"W2164219305","doi":"10.5897/jmer.9000046","title":"The design and development of G-code checker and cutting simulator for CNC turning operation","year":2010,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Material Selection and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Programmer; Computer science; Point (geometry); Numerical control; Dimension (graph theory); Syntax; Software; Code (set theory); Feature (linguistics); Set (abstract data type); Engineering drawing; Programming language; Engineering; Artificial intelligence; Mechanical engineering; Machining","score_opus":0.07926580792849382,"score_gpt":0.33330497770354006,"score_spread":0.25403916977504626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164219305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8623726,0.000046913774,0.13703313,0.00008309105,0.00017360465,0.00025808814,7.4244707e-7,0.000026695594,0.0000051192],"genre_scores_gemma":[0.9434924,0.000006697248,0.056329563,0.000004001578,0.000051273997,0.000050342296,4.1838638e-7,0.000009834007,0.000055472065],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992972,0.00004551894,0.00015663181,0.00013077015,0.00016638095,0.0002034847],"domain_scores_gemma":[0.99939793,0.0003608897,0.000015855278,0.00007410269,0.00009594834,0.000055256558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029850989,0.000054112927,0.000077125485,0.000031656113,0.00030869755,0.00013651936,0.000085869324,0.00004931554,0.000034969493],"category_scores_gemma":[0.00085262756,0.000035472112,0.000006485014,0.00004481929,0.00003228816,0.000056263852,0.00007765938,0.00013213059,0.0000029962075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036748108,0.0000038185244,0.0000019014715,0.000041017487,0.0000021236765,7.4097386e-8,0.00021706219,0.0007592336,0.9938835,0.0021945126,0.000007388972,0.002852634],"study_design_scores_gemma":[0.00011095805,0.000043277323,0.000032583677,0.000011621281,7.6388716e-7,0.0000014044471,0.000025722256,0.18586256,0.80881494,0.00006062115,0.0049943044,0.000041235427],"about_ca_topic_score_codex":0.0000065302916,"about_ca_topic_score_gemma":0.000005002981,"teacher_disagreement_score":0.18510333,"about_ca_system_score_codex":0.0000107795695,"about_ca_system_score_gemma":0.000040202052,"threshold_uncertainty_score":0.23742832},"labels":[],"label_agreement":null},{"id":"W2222796646","doi":"10.6084/m9.figshare.897967.v1","title":"Metals, marine brds and microplastics","year":2014,"lang":"en","type":"article","venue":"Figshare","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microplastics; Environmental science; Oceanography; Geology","score_opus":0.02110163152634453,"score_gpt":0.21134042519507118,"score_spread":0.19023879366872665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222796646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7342615,0.0006807443,0.00009654954,0.00074729667,0.002297333,0.0007194001,0.12632143,0.0011539109,0.13372183],"genre_scores_gemma":[0.9907517,0.0000042549464,0.0005042482,0.00045305767,0.00027489685,0.000032076725,0.0047242315,0.000015965214,0.0032395846],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961066,0.00003258967,0.00007606934,0.00011272075,0.00006163614,0.00010633912],"domain_scores_gemma":[0.99978185,0.000028323653,0.000027776987,0.000080873826,0.000036264275,0.000044940305],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004391498,0.00006163154,0.00007786457,0.000015858514,0.00006739117,0.000106897,0.00006482484,0.000031264106,0.43630126],"category_scores_gemma":[0.0003273519,0.000047565925,0.0000105031495,0.000030550065,0.0000060319867,0.000057821646,0.000100481644,0.000026186559,0.0035489304],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003339386,0.00001921003,0.00004795056,0.00027626782,0.0000052276123,0.0000019821755,0.000100837155,0.000007652254,0.64233017,0.00022184345,0.35090593,0.006049563],"study_design_scores_gemma":[0.00009106766,0.000041033043,0.0008581518,0.000051730472,0.0000027807412,0.000011467162,0.0000029675048,0.0001569854,0.2543992,0.00006904646,0.7442281,0.0000874192],"about_ca_topic_score_codex":0.000020601146,"about_ca_topic_score_gemma":0.000014744412,"teacher_disagreement_score":0.43275234,"about_ca_system_score_codex":0.000004836867,"about_ca_system_score_gemma":0.000007709043,"threshold_uncertainty_score":0.9972269},"labels":[],"label_agreement":null},{"id":"W2318779468","doi":"10.2514/6.2012-1406","title":"A Case Study on the Application of ICME in Aircraft Design","year":2012,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Process (computing); Computer science; Engineering design process; Design process; Systems engineering; Reliability engineering; Residual; Property (philosophy); Risk analysis (engineering); Industrial engineering; Manufacturing engineering; Engineering; Work in process; Mechanical engineering; Operations management; Business","score_opus":0.08973015006325188,"score_gpt":0.29439714504421594,"score_spread":0.20466699498096405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318779468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995129,0.000005952024,0.003066824,0.00007794824,0.00008556175,0.00038563265,3.7280088e-7,0.000020765168,0.0012279396],"genre_scores_gemma":[0.99948597,3.337488e-7,0.00016614489,0.00009078629,0.000026731042,0.00007331365,7.179099e-8,0.0000029346115,0.00015369267],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999495,0.0001755724,0.00011035432,0.000060963528,0.0000711346,0.00008691682],"domain_scores_gemma":[0.99977,0.000049610215,0.000027825312,0.00012156399,0.000014598402,0.000016392612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000718205,0.000038332313,0.000055165932,0.000021091906,0.00003829274,0.0000129639075,0.000057790367,0.000014008587,0.0006958577],"category_scores_gemma":[0.000020695294,0.000020112533,0.000006568621,0.000074032,0.000016687001,0.00005647102,0.000014210936,0.000019510671,0.00015259278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000775343,0.00044594222,0.0037252114,0.000006341354,0.0000018714804,0.0000042863476,0.004867457,0.00004062874,0.9878335,0.0021245875,0.00025383043,0.0006188222],"study_design_scores_gemma":[0.00019085438,0.00024239362,0.0023782246,0.0000027824037,0.0000039722677,0.000065378634,0.0039679594,0.00019544907,0.9921019,0.00009379157,0.000686183,0.00007107897],"about_ca_topic_score_codex":0.0015066135,"about_ca_topic_score_gemma":0.000091132635,"teacher_disagreement_score":0.0043569873,"about_ca_system_score_codex":0.0000104154615,"about_ca_system_score_gemma":0.0000063500634,"threshold_uncertainty_score":0.7619154},"labels":[],"label_agreement":null},{"id":"W2323830349","doi":"10.2514/6.2016-1232","title":"Role of FEA, Closed-Form, and Empirical Models in Certifying Aircraft Composite Structures","year":2016,"lang":"en","type":"article","venue":"57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Material Selection and Properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Composite number; Finite element method; Computer science; Structural engineering; Engineering; Algorithm","score_opus":0.02511110079866957,"score_gpt":0.2570666746100278,"score_spread":0.23195557381135823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323830349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995407,0.00051875383,0.00040300182,0.00032707243,0.0013042153,0.00063089904,0.00092857936,0.00016393626,0.00031654697],"genre_scores_gemma":[0.99706095,0.00040629227,0.001821245,0.00017622142,0.00021134444,0.000028514514,0.00007866114,0.000063623775,0.00015312505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9957754,0.00038429495,0.0012654789,0.0010864054,0.0005401348,0.000948314],"domain_scores_gemma":[0.9982048,0.00012164352,0.00053186563,0.0005534283,0.0002592944,0.00032894092],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038233818,0.00077466335,0.0012318065,0.0003013328,0.0003523805,0.0005167841,0.0006014561,0.00045506927,0.0015011604],"category_scores_gemma":[0.00009532818,0.0005234279,0.00009004996,0.00017424805,0.0008466224,0.00087557436,0.00046076722,0.00022721,0.000007551069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083816185,0.000011967581,0.00205482,0.0003311796,0.000035891895,0.000007472867,0.001149101,0.00003143906,0.93362164,0.04147163,0.00003263083,0.020414079],"study_design_scores_gemma":[0.0025689225,0.00032879008,0.20195791,0.0003081672,0.00007818167,0.00024647312,0.00040189028,0.0021991336,0.5347856,0.25555944,0.00023941434,0.0013260533],"about_ca_topic_score_codex":0.0021164226,"about_ca_topic_score_gemma":0.0013412677,"teacher_disagreement_score":0.39883602,"about_ca_system_score_codex":0.00014909363,"about_ca_system_score_gemma":0.00015539317,"threshold_uncertainty_score":0.9997217},"labels":[],"label_agreement":null},{"id":"W2340070015","doi":"10.1017/cbo9780511614958.001","title":"Preface","year":2002,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Philosophy","score_opus":0.032524867005638385,"score_gpt":0.18572475255660725,"score_spread":0.15319988555096886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340070015","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005092664,0.00012238347,0.00005270823,0.000013543854,0.0006944601,0.00025463608,0.0001704507,0.0002934693,0.9978891],"genre_scores_gemma":[0.0015085017,0.00011612689,0.00006251786,0.00006873998,0.0001814707,5.7591933e-7,0.000012234711,0.0000396218,0.9980102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988828,0.000042106793,0.0001589998,0.00043041474,0.00023229401,0.00025342577],"domain_scores_gemma":[0.9991879,0.000017687065,0.0001581421,0.0003960822,0.00010556259,0.00013463561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000754209,0.00029399726,0.0003071639,0.000085517364,0.000217595,0.00009792585,0.00041557843,0.00029594766,0.0007579325],"category_scores_gemma":[0.000005248594,0.0003069362,0.00011386239,0.000004076563,0.00018560485,0.000090136746,0.00023606703,0.00020593024,0.0005739186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013297367,0.000009218965,2.2980123e-7,0.00011912722,0.00003362736,0.00009584509,0.00006466546,0.0000024309345,0.020042919,0.82210004,0.15688847,0.0005104519],"study_design_scores_gemma":[0.00021914282,0.00005109692,0.0000011960299,0.00006983804,0.000060152688,0.000014363656,0.0000054052807,0.00001267189,0.031570047,0.000004766547,0.96763766,0.00035366951],"about_ca_topic_score_codex":0.00016325462,"about_ca_topic_score_gemma":0.0000013218868,"teacher_disagreement_score":0.8220953,"about_ca_system_score_codex":0.00012816666,"about_ca_system_score_gemma":0.000037910657,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W2499559475","doi":"10.2514/5.9781600867538.0491.0550","title":"Structures and Materials","year":2010,"lang":"en","type":"book-chapter","venue":"American Institute of Aeronautics and Astronautics, Inc. eBooks","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Materials science; Computer science","score_opus":0.01212863947617303,"score_gpt":0.21850403923856754,"score_spread":0.2063753997623945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499559475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82922286,0.0005700966,0.0003012523,0.00030999197,0.0051578404,0.0009321323,0.0016596501,0.0002338399,0.16161232],"genre_scores_gemma":[0.9195985,0.00040002674,0.0152386725,0.00031612406,0.0006527125,0.000014354594,0.00013028533,0.00012667765,0.06352261],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980724,0.000027179938,0.0006773281,0.00053379894,0.00032347316,0.0003658393],"domain_scores_gemma":[0.9985793,0.000028224431,0.0006635003,0.00038701406,0.00013769383,0.00020426938],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00021155045,0.000520903,0.00088024914,0.00014072495,0.0002551372,0.0001701238,0.0002569491,0.00026553834,0.00063017895],"category_scores_gemma":[0.000020873362,0.00045247053,0.000052459447,0.000012092474,0.003752079,0.000085694344,0.00034283992,0.00033653967,0.000020271795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020655914,0.000017878472,0.00001390486,0.000262443,0.00010563232,0.000010560115,0.0003004846,0.0000018482813,0.52659607,0.43007335,0.0001578616,0.042253416],"study_design_scores_gemma":[0.0005717526,0.0008019375,0.00031368528,0.00018979941,0.00023766117,0.000075677926,0.00005582832,0.000006812544,0.28131428,0.02201808,0.6934809,0.0009335745],"about_ca_topic_score_codex":0.0005623335,"about_ca_topic_score_gemma":0.00019774049,"teacher_disagreement_score":0.6933231,"about_ca_system_score_codex":0.000028908946,"about_ca_system_score_gemma":0.00015897087,"threshold_uncertainty_score":0.9997927},"labels":[],"label_agreement":null},{"id":"W2586710002","doi":"10.1007/978-3-319-52132-9","title":"Proceedings of the 3rd Pan American Materials Congress","year":2017,"lang":"en","type":"book","venue":"˜The œminerals, metals & materials series","topic":"Material Selection and Properties","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Political science; History","score_opus":0.021541321734440694,"score_gpt":0.24286617521235965,"score_spread":0.22132485347791894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586710002","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9107518,0.00055506005,9.905862e-7,0.0010496983,0.017618464,0.002556742,0.0027732311,0.0003917931,0.06430219],"genre_scores_gemma":[0.3058883,0.00038907173,0.00011402777,0.00036835397,0.0020947251,0.00037314883,0.00010072228,0.0002262689,0.6904454],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99418265,0.0005183595,0.0020524124,0.0010850341,0.0011352963,0.0010262398],"domain_scores_gemma":[0.9929159,0.000099065684,0.004458897,0.0016035798,0.00076640735,0.00015610816],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002491694,0.0012769799,0.0027817395,0.0001686493,0.0012212663,0.0026069565,0.0032811626,0.0005000027,0.0076582762],"category_scores_gemma":[0.00022708553,0.0007135798,0.000362969,0.00015499434,0.0034207911,0.00089177425,0.0012221548,0.0002882981,0.0005251075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056683295,0.00004019227,0.0000045162005,0.00076052017,0.00014313354,0.0000035438775,0.0003616489,6.71815e-7,0.9316057,0.0043700496,0.06205686,0.00008636257],"study_design_scores_gemma":[0.00023293393,0.0001948482,0.00011094275,0.000356521,0.0002719523,0.000073532974,0.00009129527,1.1620693e-7,0.66682005,0.0021305736,0.3290937,0.0006235158],"about_ca_topic_score_codex":0.0019036253,"about_ca_topic_score_gemma":0.00037546403,"teacher_disagreement_score":0.6261432,"about_ca_system_score_codex":0.00014915195,"about_ca_system_score_gemma":0.0004555776,"threshold_uncertainty_score":0.9999982},"labels":[],"label_agreement":null},{"id":"W2735969271","doi":"10.11159/ijmem.2017.001","title":"Optimization of Spheroidized Process Parameters for Two AISI 1022 Steel Wires Using Taguchi Approach","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering and Mechatronics","topic":"Material Selection and Properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Taguchi methods; Process (computing); Materials science; Metallurgy; Mechanical engineering; Computer science; Engineering; Composite material","score_opus":0.028071981055577663,"score_gpt":0.28771702581047004,"score_spread":0.25964504475489236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735969271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5638683,0.00009904617,0.4345526,0.00007565691,0.0012654111,0.0000987591,0.000013716846,0.000012809815,0.000013707862],"genre_scores_gemma":[0.8905702,0.000049098508,0.10920449,0.000014132688,0.00012876806,0.000004368238,0.0000019748275,0.000014056011,0.000012916687],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905676,0.000020261983,0.00038478733,0.00011692944,0.00028967758,0.00013156066],"domain_scores_gemma":[0.99898493,0.0000418411,0.00046196586,0.000100736775,0.00034545225,0.0000650835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005453622,0.000104275015,0.0002285266,0.00006522488,0.00008449016,0.00015423246,0.00037417,0.000056365814,0.000027191632],"category_scores_gemma":[0.00042427002,0.00007851386,0.00007598332,0.00001870688,0.00002542738,0.00029858685,0.000053422827,0.000086022104,2.3114639e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031613512,0.000040256025,0.0000022983054,0.000055521752,0.00004999118,8.135844e-7,0.00006119744,0.5087802,0.4846252,0.0051723938,0.0000036866381,0.00089229585],"study_design_scores_gemma":[0.0012053781,0.00015250118,0.0000023371833,0.000096132906,0.000033606026,0.000052512714,0.000061082974,0.55714226,0.44041535,0.00059728243,0.00014055154,0.00010100194],"about_ca_topic_score_codex":0.000021529282,"about_ca_topic_score_gemma":7.6404683e-7,"teacher_disagreement_score":0.3267019,"about_ca_system_score_codex":0.00004580194,"about_ca_system_score_gemma":0.00006511881,"threshold_uncertainty_score":0.32017025},"labels":[],"label_agreement":null},{"id":"W2762340780","doi":"","title":"EXPERIMENTAL POLYMERIC NANOCOMPOSITE MATERIAL SELECTION FOR AUTOMOTIVE BUMPER BEAM USING MULTI-CRITERIA DECISION MAKING METHODS","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Automotive industry; Nanocomposite; Selection (genetic algorithm); Materials science; Beam (structure); Material selection; Composite material; Computer science; Engineering; Structural engineering; Artificial intelligence; Aerospace engineering","score_opus":0.36516577787757,"score_gpt":0.6282510885280751,"score_spread":0.2630853106505051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762340780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625645,0.0014711808,0.02885977,0.000023032366,0.0058154403,0.0008741723,0.00008059664,0.00008528113,0.00022599341],"genre_scores_gemma":[0.9345643,0.00012707066,0.06432047,0.00013905924,0.0005292538,0.00009314634,0.0000066687735,0.00007955772,0.00014049686],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99687696,0.00051457767,0.00095308956,0.00065831095,0.00044961626,0.000547476],"domain_scores_gemma":[0.9973748,0.00015930648,0.0013698374,0.00049645134,0.00041869777,0.00018092597],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018992191,0.00042219256,0.0008558329,0.00045274192,0.0019795466,0.0067575467,0.00224012,0.00017108077,0.01790678],"category_scores_gemma":[0.00036953768,0.0003678847,0.00020136345,0.00022845877,0.00021919158,0.0038720157,0.0011353198,0.00014668006,0.000015370091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016906231,0.00020922103,0.0031589186,0.00005778956,0.000051370796,0.0000028272268,0.00030092074,0.00006904653,0.9873334,0.000009414803,0.0007793608,0.0063370843],"study_design_scores_gemma":[0.0008202014,0.00004865729,0.021827504,0.00040777345,0.000059292423,0.000043974007,0.000065122884,0.0015946447,0.9731646,0.0003076167,0.0011964114,0.00046415866],"about_ca_topic_score_codex":0.0020925072,"about_ca_topic_score_gemma":0.000021604927,"teacher_disagreement_score":0.035460696,"about_ca_system_score_codex":0.0002239132,"about_ca_system_score_gemma":0.00011964042,"threshold_uncertainty_score":0.99987733},"labels":[],"label_agreement":null},{"id":"W2772829677","doi":"","title":"Lightweight Metal/Polymer/Metal Sandwich Composites for Automotive Applications","year":2017,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Politecnico di Torino; University of Windsor","keywords":"Composite material; Materials science; Metal; Automotive industry; Polymer; Metallurgy; Engineering","score_opus":0.027052005203845614,"score_gpt":0.24616012498457296,"score_spread":0.21910811978072733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772829677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912135,0.00027040194,0.00088333775,0.0010439645,0.00041948448,0.0006286742,0.00023738226,0.00014554124,0.0051577417],"genre_scores_gemma":[0.9865622,0.00001996289,0.0020658923,0.00007305751,0.00014498564,0.000008121363,0.000040908446,0.00002474863,0.011060134],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984678,0.00013138418,0.00021382759,0.00049629324,0.0003131171,0.000377567],"domain_scores_gemma":[0.99825686,0.000079675316,0.0004308345,0.00071738043,0.000335278,0.00017994017],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005437448,0.00022710623,0.00040681605,0.00014415348,0.0026999265,0.00020866579,0.0011263138,0.00018623217,0.0024045326],"category_scores_gemma":[0.000081489976,0.00023604024,0.0002210217,0.000110206915,0.0004712782,0.0010780873,0.00035961278,0.00014785155,0.00045168647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003943106,0.00011937655,0.003822145,0.00007713338,0.00007011445,0.0000027982908,0.0006258928,0.0000028995346,0.9921871,0.0018637276,0.00033583725,0.00049867446],"study_design_scores_gemma":[0.0011748908,0.00017745771,0.02541452,0.00003623698,0.00015343675,0.000010013822,0.0002592919,0.000030042836,0.9408308,0.0006500335,0.030926235,0.0003369852],"about_ca_topic_score_codex":0.00022062928,"about_ca_topic_score_gemma":0.00022851724,"teacher_disagreement_score":0.051356237,"about_ca_system_score_codex":0.000075430595,"about_ca_system_score_gemma":0.000074627766,"threshold_uncertainty_score":0.9985984},"labels":[],"label_agreement":null},{"id":"W2775963605","doi":"10.24127/trb.v4i2.72","title":"PENGARUH PENINGKATAN KUALITAS SERAT RESAM TERHADAP KEKUATAN TARIK, FLEXURE DAN IMPACT PADA MATRIKS POLYESTER SEBAGAI BAHAN PEMBUATAN DASHBOARD MOBIL","year":2017,"lang":"id","type":"article","venue":"Turbo Jurnal Program Studi Teknik Mesin","topic":"Material Selection and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Composite material; Physics; Materials science; Nuclear chemistry; Chemistry","score_opus":0.04308099825466907,"score_gpt":0.3504915780597723,"score_spread":0.3074105798051032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775963605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97214025,0.0026703738,0.000025847392,0.0034804228,0.007096424,0.003724029,0.00037425806,0.0009938782,0.009494498],"genre_scores_gemma":[0.9812518,0.00037062386,0.0011273565,0.00046513797,0.002674724,0.0003140638,0.00018269196,0.0003195131,0.01329411],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.98828477,0.00190842,0.0022697686,0.0023266745,0.0022052526,0.0030051055],"domain_scores_gemma":[0.9921884,0.0002789447,0.0020509958,0.0033534048,0.00075464667,0.0013736069],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0037075507,0.0020250564,0.0022543594,0.00036351726,0.005722136,0.010876007,0.003493489,0.0008259875,0.0033000538],"category_scores_gemma":[0.0009634582,0.0015893537,0.00083569495,0.0004915789,0.0013933731,0.0025538988,0.0018064571,0.0017213307,0.000822876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011950114,0.00545956,0.023278868,0.0026860547,0.0027087147,0.0018402429,0.01842813,0.000121690595,0.7678753,0.0006931287,0.096303836,0.06865434],"study_design_scores_gemma":[0.01364356,0.018211346,0.10325019,0.002947663,0.0027481916,0.0021685963,0.010247871,0.0012603758,0.4874067,0.00063749927,0.3473719,0.010106125],"about_ca_topic_score_codex":0.004533748,"about_ca_topic_score_gemma":0.0013459265,"teacher_disagreement_score":0.28046864,"about_ca_system_score_codex":0.00087359716,"about_ca_system_score_gemma":0.00091971847,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W2809767946","doi":"","title":"Utilisation innovatrice de l'aluminium dans les ponts : effets de la variation de la température sur le comportement structural d'un tablier à platelage d'aluminium sur poutres d'acier, à action composite","year":2018,"lang":"fr","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministère des Transports","keywords":"Aluminium; Humanities; Materials science; Metallurgy; Art","score_opus":0.02193329189948522,"score_gpt":0.270081282325043,"score_spread":0.2481479904255578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809767946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97716326,0.00023908523,0.010252873,0.000841119,0.0030605267,0.00049362594,0.0000983317,0.00025614118,0.0075950273],"genre_scores_gemma":[0.9864572,0.00012406183,0.0054662,0.00037888432,0.0010418261,0.000033537355,0.0001082164,0.000058637943,0.006331412],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99488944,0.0023973412,0.00077588373,0.00061608857,0.00048227777,0.000838999],"domain_scores_gemma":[0.998152,0.0003384122,0.00047921974,0.00035325394,0.00044608914,0.00023102904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028076328,0.00048127293,0.0004273925,0.00023385507,0.0009559991,0.0010177514,0.00037101292,0.0007808283,0.002349261],"category_scores_gemma":[0.00021406452,0.0004526322,0.000094969444,0.00063114165,0.00056421803,0.001012949,0.00014336954,0.00040569511,0.000065424596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069657096,0.000290235,0.01465423,0.00025125445,0.00007301911,0.000017930746,0.007167248,0.0003201375,0.9692248,0.0034244298,0.0021393518,0.0017407717],"study_design_scores_gemma":[0.001565164,0.00023330734,0.2695239,0.00008907763,0.00009094585,0.00027911676,0.0006437697,0.011448131,0.6992433,0.0003655576,0.016060224,0.00045752517],"about_ca_topic_score_codex":0.019686893,"about_ca_topic_score_gemma":0.0013099015,"teacher_disagreement_score":0.26998153,"about_ca_system_score_codex":0.00066599,"about_ca_system_score_gemma":0.00072447956,"threshold_uncertainty_score":0.9997925},"labels":[],"label_agreement":null},{"id":"W2910310223","doi":"10.2514/6.2019-0163","title":"Evaluation of the fire resistance of protected carbon/epoxy laminates in small-scale experiments","year":2019,"lang":"en","type":"article","venue":"AIAA Scitech 2019 Forum","topic":"Material Selection and Properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"National Science Council; Natural Sciences and Engineering Research Council of Canada; National Science and Technology Council; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Epoxy; Fire resistance; Scale (ratio); Carbon fibers; Materials science; Resistance (ecology); Environmental science; Composite material; Computer science; Forensic engineering; Engineering; Physics; Composite number; Ecology","score_opus":0.01979087301626317,"score_gpt":0.25162756430957683,"score_spread":0.23183669129331366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910310223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99558926,0.0003263252,0.00000263214,0.000194206,0.00050768105,0.00091221544,0.0000101929645,0.000021785461,0.0024357091],"genre_scores_gemma":[0.99751866,0.000004676285,0.00014495391,0.000023130493,0.000010217273,0.000067805115,0.0000016189985,0.000009840938,0.002219118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99859804,0.0002514875,0.00030849705,0.00019700905,0.00044643352,0.00019853842],"domain_scores_gemma":[0.99916,0.00001777835,0.00020636854,0.00034516677,0.00025341782,0.000017254446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010975342,0.00009572302,0.00017713025,0.000051758256,0.000040039813,0.000019175395,0.00027757208,0.000075551456,0.00043879045],"category_scores_gemma":[0.00009499556,0.00006538259,0.000034564724,0.0002741383,0.00007815052,0.000089850495,0.00009156311,0.000055721062,0.00002148699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057115725,0.000037779835,0.0045044096,0.000048859798,0.0000030112424,3.88394e-8,0.00036703405,0.000034793156,0.99450445,0.00007481144,0.00009585377,0.00027181787],"study_design_scores_gemma":[0.0004480554,0.00006613523,0.010775322,0.00014406089,0.000008610531,4.4588424e-7,0.00022159553,0.0005852509,0.98674387,0.00058424775,0.0003382023,0.00008421501],"about_ca_topic_score_codex":0.0008284758,"about_ca_topic_score_gemma":0.00072070165,"teacher_disagreement_score":0.007760616,"about_ca_system_score_codex":0.000065440974,"about_ca_system_score_gemma":0.00009625265,"threshold_uncertainty_score":0.48044476},"labels":[],"label_agreement":null},{"id":"W3005657173","doi":"10.33262/concienciadigital.v3i1.1.1130","title":"Diseño y selección de cuchillas para el proceso de trituración de neumáticos y análisis de costos de fabricación","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.02687524370554046,"score_gpt":0.277330127369337,"score_spread":0.25045488366379653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005657173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880728,0.00070772466,0.0038400178,0.0022622736,0.00030789827,0.00067237444,0.0002683223,0.00048220478,0.003386375],"genre_scores_gemma":[0.9899928,0.00023079342,0.00072745513,0.0074086133,0.0010944457,0.000116947034,0.000019130517,0.00008744211,0.00032240292],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9949932,0.00045436207,0.0007515412,0.00096250797,0.0005838442,0.0022545222],"domain_scores_gemma":[0.99726623,0.00021180497,0.0003412862,0.0003834909,0.00026045856,0.0015366971],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009864848,0.000627056,0.0006966481,0.00013648545,0.00064099435,0.0017425733,0.001084477,0.00039866337,0.000742312],"category_scores_gemma":[0.002211918,0.00060018466,0.00024982245,0.00086911593,0.00052962074,0.0009777761,0.00025631965,0.00041363342,0.000485625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082241243,0.000212859,0.056020737,0.0005324683,0.00005022751,0.00014355472,0.010629156,0.00032446432,0.9227622,0.00039760998,0.0034389803,0.004665298],"study_design_scores_gemma":[0.0016248312,0.001186359,0.051608544,0.00021939701,0.00019917973,0.0007298532,0.0013315855,0.015570702,0.8810163,0.00054990273,0.044523437,0.0014398824],"about_ca_topic_score_codex":0.0005781639,"about_ca_topic_score_gemma":0.00002663169,"teacher_disagreement_score":0.041745905,"about_ca_system_score_codex":0.0010194915,"about_ca_system_score_gemma":0.0033026612,"threshold_uncertainty_score":0.99964494},"labels":[],"label_agreement":null},{"id":"W3009860356","doi":"","title":"ANALISA KEKERASAN DAN STRUKTUR MIKRO PADUAN SENG (ZN) BIODEGRADABLE UNTUK APLIKASI IMPLAN BIOMEDIS","year":2019,"lang":"id","type":"article","venue":"Ranah Research : Journal of Multidisciplinary Research and Development","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metallurgy; Materials science","score_opus":0.12967916608308527,"score_gpt":0.3890451551922329,"score_spread":0.25936598910914765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009860356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869895,0.0053356057,0.000039567905,0.0027241956,0.0015451587,0.0013946596,0.00007067606,0.000033668854,0.0018669558],"genre_scores_gemma":[0.9784483,0.005065484,0.002953222,0.0000262635,0.00070722325,0.00004427942,0.00004454434,0.00009188656,0.012618813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.984573,0.0035592678,0.0019926878,0.0011467045,0.0056794537,0.0030488726],"domain_scores_gemma":[0.9922245,0.0011490546,0.0004887506,0.00075386086,0.0033854274,0.0019984045],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.023584101,0.0006395608,0.0012284067,0.0025893208,0.0029145405,0.0017818955,0.0016119133,0.00042416688,0.0035093587],"category_scores_gemma":[0.0006093653,0.00047453624,0.00017314815,0.0020560499,0.0015143106,0.0011055197,0.0019984138,0.0024241032,0.0010172048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010823165,0.0016985795,0.027893726,0.0026512658,0.00058203784,0.00094620616,0.015615028,0.0000180631,0.8995096,0.00024571238,0.017652046,0.022364566],"study_design_scores_gemma":[0.009850455,0.012572719,0.071705684,0.0034672748,0.000045619603,0.0012447023,0.046786524,0.0005809461,0.58779246,0.0010820015,0.2629377,0.001933939],"about_ca_topic_score_codex":0.0007652421,"about_ca_topic_score_gemma":0.00039295413,"teacher_disagreement_score":0.31171715,"about_ca_system_score_codex":0.0010238952,"about_ca_system_score_gemma":0.0039843563,"threshold_uncertainty_score":0.99987733},"labels":[],"label_agreement":null},{"id":"W3097089873","doi":"","title":"Eco-efficiency and Materials(2 eco-efficiency_of_products)","year":2001,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Eco-efficiency; Business; Environmental science; Sustainable development; Political science","score_opus":0.016220901306256516,"score_gpt":0.23264898505053333,"score_spread":0.2164280837442768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097089873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707509,0.00016231745,0.0008416244,0.0010821705,0.001476937,0.00018715192,0.0000063306416,0.00028388208,0.025208667],"genre_scores_gemma":[0.9853535,0.000098981625,0.00076127273,0.00042033193,0.0002596336,0.000013364066,0.0000029054765,0.000015827394,0.013074153],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985928,0.000086500055,0.0002926297,0.0004372429,0.00020189943,0.00038890762],"domain_scores_gemma":[0.99949497,0.00001900622,0.0000659678,0.00024614282,0.00006635526,0.00010757438],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005796913,0.0001722789,0.00019932615,0.00007830521,0.00030275734,0.0002985652,0.00020639582,0.00006515849,0.02202964],"category_scores_gemma":[0.000072233684,0.00012822392,0.000019839725,0.00015928363,0.00015968246,0.0002618246,0.00009281346,0.000043532644,0.0014504166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005506144,0.00006764139,0.000059293478,0.000021165111,0.0000015858959,0.000004161071,0.00019925076,0.000009681836,0.99290174,0.003396405,0.0020948243,0.0011891603],"study_design_scores_gemma":[0.0002453871,0.00017604585,0.0005086121,0.00000950489,0.000006778481,0.000107576845,0.00010958793,0.000085783046,0.90126884,0.0005347361,0.09667825,0.00026889393],"about_ca_topic_score_codex":0.00033751095,"about_ca_topic_score_gemma":0.000027884453,"teacher_disagreement_score":0.09458343,"about_ca_system_score_codex":0.000022125058,"about_ca_system_score_gemma":0.000032601365,"threshold_uncertainty_score":0.99932706},"labels":[],"label_agreement":null},{"id":"W3116081802","doi":"10.14288/1.0392603","title":"Reducing Single-Use Plastic Cup Waste at Events Held in the Engineering Student Centre (ESC)","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Plastic waste; Single use; Engineering; Forensic engineering; Waste management; Process engineering","score_opus":0.016201160991795686,"score_gpt":0.16600081219917143,"score_spread":0.14979965120737573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116081802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990668,0.00003517454,0.000037715126,0.00021520177,0.0003095646,0.00016308409,0.000034017474,0.000050545015,0.00008789157],"genre_scores_gemma":[0.9995378,0.00001590657,0.00007371085,0.000072858405,0.000046686488,3.27525e-7,0.0000042953448,0.0000083527475,0.00024001891],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991272,0.00008045848,0.000114296934,0.0002449514,0.00023109814,0.00020201491],"domain_scores_gemma":[0.99965554,0.000050732902,0.00006433916,0.00011492149,0.000041416377,0.00007302585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012747652,0.00004141374,0.00015399535,0.000018696675,0.00014887925,0.00014993097,0.0002924346,0.000043935546,0.00042600714],"category_scores_gemma":[0.00007137009,0.000100143094,0.000043013173,0.00017324666,0.00004366995,0.00025678944,0.00015621426,0.00007178231,0.00005291911],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013950047,0.00031309086,0.018305628,0.00037095763,0.000029787172,0.00027985038,0.0123074865,0.003358652,0.9482983,0.0000030198344,0.0041571315,0.012436622],"study_design_scores_gemma":[0.0013465345,0.00022724866,0.98629665,0.00044982025,0.000038422313,0.000049128827,0.0061995327,0.0016849218,0.0019474457,0.000008129006,0.0013886404,0.00036352087],"about_ca_topic_score_codex":0.020222194,"about_ca_topic_score_gemma":0.03428466,"teacher_disagreement_score":0.96799105,"about_ca_system_score_codex":0.00008081219,"about_ca_system_score_gemma":0.000020196292,"threshold_uncertainty_score":0.98630226},"labels":[],"label_agreement":null},{"id":"W3126365366","doi":"10.22441/jtm.v9i2.8259","title":"PENGARUH KEREKATAN PERPADUAN PELAPISAN EPOKSI PADA PERMUKAAN PIPA ( BASE PIPE) SETELAH DILAKUKAN TES IKATAN KATODIK (KATHODIC DISBONDING TEST) TERHADAP LAJU KOROSI","year":2020,"lang":"id","type":"article","venue":"Jurnal Teknik Mesin","topic":"Material Selection and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physics; Nuclear chemistry; Chemistry","score_opus":0.03735075751967756,"score_gpt":0.2524887236088924,"score_spread":0.21513796608921484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126365366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569369,0.003586035,0.00044247074,0.020725856,0.004969516,0.0017515745,0.00087770994,0.0011461602,0.00956376],"genre_scores_gemma":[0.98154026,0.00054093194,0.0010625715,0.0042512547,0.0026161138,0.00007835676,0.00012180842,0.00030040974,0.0094883125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9899096,0.0015673953,0.0022375793,0.0022148385,0.0017869363,0.0022836707],"domain_scores_gemma":[0.9947143,0.0007245744,0.0010515708,0.0011829565,0.00037012727,0.0019564258],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0018462817,0.001621887,0.0017781478,0.00035788587,0.0022176947,0.0031391345,0.0017912978,0.00060591724,0.011752332],"category_scores_gemma":[0.0021783812,0.0014257422,0.0006067163,0.001168879,0.0007831913,0.0016100875,0.00079944,0.0014558575,0.002392205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060086156,0.00047212592,0.0039432487,0.0007791889,0.00006680652,0.00037353678,0.0063009323,0.000016735301,0.9662464,0.00038963568,0.018809339,0.0020011638],"study_design_scores_gemma":[0.0025339539,0.0024775222,0.0063999887,0.0009582433,0.00046129338,0.0006310624,0.0040272265,0.001773083,0.78710616,0.00021539589,0.19060828,0.002807772],"about_ca_topic_score_codex":0.00069714047,"about_ca_topic_score_gemma":0.00033236388,"teacher_disagreement_score":0.17914024,"about_ca_system_score_codex":0.00055346335,"about_ca_system_score_gemma":0.00086833944,"threshold_uncertainty_score":0.99965286},"labels":[],"label_agreement":null},{"id":"W3152659635","doi":"","title":"Materials Transactions: Preface","year":2001,"lang":"en","type":"article","venue":"Transactions of the Japan Institute of Metals","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Materials science; Metallurgy","score_opus":0.02773204829062078,"score_gpt":0.24544717650374365,"score_spread":0.21771512821312286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152659635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95360017,0.00013061783,0.040546894,0.00034283998,0.003163242,0.00037448472,0.00010142378,0.00007879411,0.0016615363],"genre_scores_gemma":[0.99352074,0.0001757597,0.001364871,0.000042106174,0.000039680457,0.000034660876,0.0000014629339,0.0000151478735,0.004805571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857134,0.00015048758,0.0005885628,0.00019459688,0.00029335075,0.00020163946],"domain_scores_gemma":[0.9991099,0.000023482005,0.00023700691,0.00046248522,0.00011634437,0.000050776565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044680646,0.00016247618,0.00036674633,0.000095531504,0.00024333622,0.00003670638,0.0004425669,0.00008909398,0.009441581],"category_scores_gemma":[0.000022293003,0.00011105177,0.0001701372,0.0003163046,0.0003707157,0.0004855943,0.000006828956,0.000076982746,0.00006734406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014709227,0.000113511254,0.0000044269473,0.00008440678,0.00004045782,1.6961566e-7,0.0003640127,0.003136759,0.9947005,0.00022766161,0.00003161715,0.0011494033],"study_design_scores_gemma":[0.00031176693,0.00007481348,0.00018824058,0.000061196326,0.00011678733,0.00003582082,0.00011278913,0.000019189813,0.98349303,0.00014464019,0.015320032,0.00012168922],"about_ca_topic_score_codex":0.0011834342,"about_ca_topic_score_gemma":0.00017853796,"teacher_disagreement_score":0.039920572,"about_ca_system_score_codex":0.00002639776,"about_ca_system_score_gemma":0.00007313147,"threshold_uncertainty_score":0.9914639},"labels":[],"label_agreement":null},{"id":"W3175577320","doi":"10.5006/c2018-11291","title":"Oil Sands Bitumen Effect on Corrosion","year":2018,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Asphalt; Corrosion; Metallurgy; Materials science; Oil sands; Naphthenic acid; Petroleum engineering; Composite material; Geology","score_opus":0.012242267287693577,"score_gpt":0.2454865615297146,"score_spread":0.23324429424202103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175577320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8267209,0.000005012399,0.000043760043,0.00009536911,0.0013652499,0.000019005558,0.0000011048483,0.00014760619,0.17160201],"genre_scores_gemma":[0.96873516,0.0000030409585,0.00007133306,0.0005728272,0.0002999069,0.00000783705,0.0000011607252,0.0000065673776,0.030302184],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994433,0.000069245434,0.00008504434,0.00014711212,0.00011589517,0.00013943725],"domain_scores_gemma":[0.99976337,0.000020120546,0.000020866253,0.00012382219,0.00002897006,0.000042857166],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022877817,0.000072928924,0.00008331035,0.000026913982,0.00014633851,0.00008555013,0.000083346706,0.000035850953,0.020132158],"category_scores_gemma":[0.00002670518,0.000043456308,0.000016757429,0.000056767036,0.000056967456,0.00006149903,0.00002689324,0.000022464388,0.0054322076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017064021,0.000010467077,0.000048952963,0.0000087504595,3.356661e-7,3.129651e-7,0.000053922886,4.604302e-7,0.9880017,0.00038567404,0.006557736,0.0047610407],"study_design_scores_gemma":[0.00017535174,0.001096442,0.00008343381,0.000012963673,0.0000018217017,0.0000022088366,0.0000037326927,0.00004339462,0.9255389,0.000021843556,0.07295152,0.00006838091],"about_ca_topic_score_codex":0.00010235416,"about_ca_topic_score_gemma":0.00002053393,"teacher_disagreement_score":0.14201427,"about_ca_system_score_codex":0.00001538573,"about_ca_system_score_gemma":0.0000081907265,"threshold_uncertainty_score":0.9953422},"labels":[],"label_agreement":null},{"id":"W35438069","doi":"10.1192/bjo.2022.48","title":"Beläggningar -ett examensarbete i sammarbete med F.O.V Fabrics","year":2010,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Coating; Materials science; Composite material; Polyester","score_opus":0.030335247403931214,"score_gpt":0.29557698370299473,"score_spread":0.2652417362990635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35438069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90289456,0.000032195905,0.000108737135,0.0011153199,0.00424895,0.00077238143,0.000019921343,0.00017275427,0.0906352],"genre_scores_gemma":[0.97188944,0.000013927513,0.0064749806,0.0014755509,0.0004909241,0.00013721405,0.000012016344,0.0000419722,0.019464001],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985671,0.000108128734,0.000295434,0.00039990662,0.00025067912,0.0003787671],"domain_scores_gemma":[0.9991202,0.00003776603,0.00012125353,0.00048794682,0.000094106086,0.00013873455],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000829734,0.00017727626,0.00024096806,0.00005249796,0.0002997273,0.00075259665,0.0009657645,0.00011737268,0.011703642],"category_scores_gemma":[0.000116498966,0.00014170753,0.000039335573,0.0001597038,0.000098199605,0.0003709955,0.00032233523,0.00018559519,0.0023051056],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008293132,0.000031545485,0.00023901957,0.0000108400745,0.00000572176,0.0000025498678,0.00019301803,8.4307203e-7,0.9743437,0.0014524886,0.01820538,0.0054319273],"study_design_scores_gemma":[0.0003831288,0.00007664572,0.0011180303,0.000010755775,0.000007734582,0.000012985365,0.000028541665,0.000024660796,0.43124235,0.0007373755,0.5661359,0.00022193415],"about_ca_topic_score_codex":0.00083255867,"about_ca_topic_score_gemma":0.00030875707,"teacher_disagreement_score":0.5479305,"about_ca_system_score_codex":0.000017384056,"about_ca_system_score_gemma":0.000073827905,"threshold_uncertainty_score":0.99847174},"labels":[],"label_agreement":null},{"id":"W36996326","doi":"10.1021/acs.analchem.2c04201","title":"Aplicación de perfiles pultruidos en la fabricación de cajas frigoríficas","year":2005,"lang":"en","type":"article","venue":"Revista de plásticos modernos: Ciencia y tecnología de polímeros","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Krembil Foundation; Government of Ontario","keywords":"Humanities; Physics; Art","score_opus":0.010713783615468918,"score_gpt":0.25551123605163795,"score_spread":0.24479745243616902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36996326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.936469,0.0010276474,0.05678508,0.0016770294,0.000107905704,0.00051584165,0.00010373234,0.00072916714,0.002584567],"genre_scores_gemma":[0.98263675,0.0003535669,0.013890306,0.0014619051,0.00047678768,0.00020741824,0.000010878256,0.000082553735,0.00087982585],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9954081,0.0008703083,0.0007022371,0.00084112183,0.00048310822,0.0016951147],"domain_scores_gemma":[0.99799633,0.0003308087,0.00027185626,0.0007151035,0.00013923469,0.00054665457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018192122,0.00052407465,0.0006087999,0.00023201734,0.00058506965,0.00075491716,0.0011178923,0.0005048219,0.0019165184],"category_scores_gemma":[0.0013888327,0.0004721591,0.00019199422,0.0003837386,0.0004046843,0.00038397583,0.00023325326,0.00052223634,0.0007644537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011340004,0.00021170836,0.0030732336,0.00010942938,0.000022080738,0.000026631164,0.002004774,0.0005534544,0.9760073,0.0069374708,0.0011877621,0.009752772],"study_design_scores_gemma":[0.0010997676,0.00030616272,0.013654323,0.00021727172,0.00020154924,0.0013391542,0.00049285585,0.028986624,0.77531236,0.0017793247,0.17518312,0.0014274676],"about_ca_topic_score_codex":0.0006263392,"about_ca_topic_score_gemma":0.00004188641,"teacher_disagreement_score":0.2006949,"about_ca_system_score_codex":0.0011350942,"about_ca_system_score_gemma":0.00075314636,"threshold_uncertainty_score":0.999773},"labels":[],"label_agreement":null},{"id":"W37357279","doi":"10.14283/jpad.2023.52","title":"Elasticity evaluation of carbon and aramid fibre-reinforced laminates","year":2009,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Material Selection and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Composite material; Materials science; Aramid; Composite laminates; Elasticity (physics); Epoxy; Stiffness; Composite number; Ultimate tensile strength; Shear (geology); Structural engineering; Fiber; Engineering","score_opus":0.03558639006659636,"score_gpt":0.29565222606750624,"score_spread":0.2600658360009099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37357279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709,0.0021207759,0.00009232314,0.00014929089,0.00015251919,0.00014247035,0.0000039377983,0.000004659827,0.00024406126],"genre_scores_gemma":[0.9997705,0.00006898703,0.0000543122,0.000020179195,0.000045040095,7.670043e-7,6.954905e-7,0.0000029875353,0.000036534453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870783,0.00035138408,0.00041440778,0.00004943818,0.00040478908,0.0000721692],"domain_scores_gemma":[0.99888986,0.000028739812,0.00054023886,0.00009590859,0.00038119804,0.00006405895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015938166,0.00006697715,0.00015384749,0.00005653997,0.00003992776,0.000014589531,0.00010098492,0.000021432115,0.0003618467],"category_scores_gemma":[0.00014033674,0.000042358493,0.000055955177,0.000061540675,0.000078429985,0.00015524148,0.000015364998,0.000039390117,0.000001263317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009691289,0.00007960268,0.000059219215,0.000034173652,0.000054971966,4.5608718e-7,0.00039601594,0.0019501302,0.9900786,0.0003288382,0.000044970002,0.006003857],"study_design_scores_gemma":[0.0008649816,0.00068800274,0.063860886,0.00017148415,0.0015008011,0.000012620665,0.000103570535,0.0034626066,0.92436904,0.0048604878,0.000018097073,0.00008739719],"about_ca_topic_score_codex":0.000016890723,"about_ca_topic_score_gemma":9.646677e-7,"teacher_disagreement_score":0.065709576,"about_ca_system_score_codex":0.000009009248,"about_ca_system_score_gemma":0.000090997644,"threshold_uncertainty_score":0.39619675},"labels":[],"label_agreement":null},{"id":"W4226486851","doi":"10.5281/zenodo.5659289","title":"ECOBULK WP3 Confidential Deliverables","year":2021,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AkzoNobel (Canada)","funders":"European Commission","keywords":"Deliverable; Confidentiality; Computer science; Chemistry; Computer security; Engineering; Systems engineering","score_opus":0.06573690890726817,"score_gpt":0.26937328291749507,"score_spread":0.20363637401022688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226486851","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024261747,0.0013636781,0.0009292688,0.00042289105,0.00406415,0.00070943125,0.0012254221,0.0019973891,0.965026],"genre_scores_gemma":[0.6969031,0.013400099,0.0009969681,0.0009602421,0.008871136,6.7794844e-7,0.03169761,0.0136277,0.23354247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99677813,0.0006072564,0.00048003622,0.0006801883,0.0009813384,0.00047305904],"domain_scores_gemma":[0.99668014,0.000017293218,0.00026125315,0.0005487321,0.0022994108,0.0001931978],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013503392,0.00026550164,0.00036460764,0.00020982478,0.002463622,0.0029314377,0.0010502001,0.00022416867,0.3237662],"category_scores_gemma":[0.0009714248,0.00026559638,0.000106467414,0.00028895485,0.00018653013,0.00023244621,0.0013271639,0.0003455078,0.020736499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007205325,0.000088874556,4.0000745e-7,0.00036185223,0.000051384108,0.000048757687,0.00040016996,0.000020292753,0.15692078,0.0003891415,0.82076615,0.020880146],"study_design_scores_gemma":[0.00021734083,0.00012166846,0.000020634274,0.000108716544,0.000033986027,0.0005175999,0.0001284028,0.000016989845,0.025300521,0.00004032424,0.9731914,0.00030245367],"about_ca_topic_score_codex":0.00043961027,"about_ca_topic_score_gemma":0.0000048409183,"teacher_disagreement_score":0.7314835,"about_ca_system_score_codex":0.0003495705,"about_ca_system_score_gemma":0.000056240253,"threshold_uncertainty_score":0.9999796},"labels":[],"label_agreement":null},{"id":"W4232721874","doi":"10.1063/1.1793211","title":"NEW PRODUCTS","year":2004,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Material Selection and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Order (exchange); Data science; Business","score_opus":0.02775156377974591,"score_gpt":0.26291767449896053,"score_spread":0.23516611071921462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232721874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825637,0.006043084,0.000023034992,0.0009695071,0.0044470476,0.0004608529,0.000009569164,0.000061844505,0.0054213875],"genre_scores_gemma":[0.9781504,0.0056194,0.008525426,0.00054931064,0.00015677059,0.000014286429,0.000018344514,0.000014544146,0.006951504],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884576,0.000033549673,0.00032266282,0.0002624305,0.00035753302,0.00017807203],"domain_scores_gemma":[0.99936885,0.0000017143556,0.00013915835,0.0002905099,0.0001291158,0.000070665556],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061106274,0.000086434906,0.00018660512,0.000047489437,0.00012495623,0.00006157737,0.0002467233,0.000019867644,0.003051111],"category_scores_gemma":[0.00008986205,0.000063468164,0.00003684715,0.00037513633,0.00009966957,0.00021937436,0.00005744389,0.000029550674,0.0010553319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069495823,0.00003664662,0.00001902392,0.0029266414,0.0000029366747,3.5220165e-7,0.000088008375,4.2485874e-7,0.9374312,0.0009986319,0.005968834,0.052520346],"study_design_scores_gemma":[0.00016342946,0.000031674845,0.00004843605,0.0024591242,0.000008259374,0.0000065295944,0.000004717032,2.9721136e-7,0.8656352,0.00037267897,0.13119568,0.000073953626],"about_ca_topic_score_codex":0.0000740807,"about_ca_topic_score_gemma":0.0000024906337,"teacher_disagreement_score":0.12522684,"about_ca_system_score_codex":0.000039821174,"about_ca_system_score_gemma":0.00023869584,"threshold_uncertainty_score":0.9997225},"labels":[],"label_agreement":null},{"id":"W4233562926","doi":"10.32920/ryerson.14644929.v1","title":"Reducing chloride corrosion of stainless steel in the nuclear fuel manufacturing industry : an electrochemical-environmental perspective","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Mitacs","keywords":"Nitric acid; Chloride; Chemistry; Ozone; Nitric oxide; Nitrous acid; Chlorine; Corrosion; Extraction (chemistry); Inorganic chemistry; Chromatography","score_opus":0.01824978615427132,"score_gpt":0.24408603325362843,"score_spread":0.22583624709935712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233562926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662584,0.00009943603,0.000024134653,0.00017214984,0.00039431712,0.00030348534,0.000012967377,0.0000470761,0.002320618],"genre_scores_gemma":[0.99913687,0.000085835105,0.00021093222,0.00014945307,0.00014581185,0.000023611397,0.000024352265,0.000026593707,0.00019655343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981608,0.0002680612,0.0003726538,0.0005606586,0.00034572126,0.000292147],"domain_scores_gemma":[0.99923515,0.00002733379,0.00019068013,0.00045922282,0.000030194125,0.00005739838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046448605,0.00024293309,0.0003258392,0.00007144994,0.000096546326,0.00023795434,0.0004951552,0.00040980687,0.0031687194],"category_scores_gemma":[0.000028467985,0.00017562535,0.000068262176,0.00005568282,0.000112322916,0.0001678457,0.00047370204,0.0008778732,0.00000994247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016612369,0.00013525819,0.000039341383,0.00010492213,0.000003903909,0.0000052725363,0.008110073,0.00013031113,0.99110883,0.0001331067,0.00001557593,0.000047286696],"study_design_scores_gemma":[0.0001481134,0.000073909265,0.0010834401,0.000109226174,0.000013393886,0.000015268497,0.035093334,0.00011363364,0.9627991,0.00026318958,0.00007055349,0.00021684304],"about_ca_topic_score_codex":0.0015938055,"about_ca_topic_score_gemma":0.00007402838,"teacher_disagreement_score":0.028309727,"about_ca_system_score_codex":0.00033836966,"about_ca_system_score_gemma":0.000084847314,"threshold_uncertainty_score":0.99774253},"labels":[],"label_agreement":null},{"id":"W4234768683","doi":"10.1007/978-1-4614-5491-5_200268","title":"Surface Conductivity","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Conductivity; Physics","score_opus":0.12271028273389586,"score_gpt":0.27394244902499215,"score_spread":0.1512321662910963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234768683","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024451616,0.0002937836,0.000024785,0.00011701334,0.0016076369,0.000121015604,0.00003046236,0.00022435233,0.9951358],"genre_scores_gemma":[0.01138339,0.000023696593,0.0002744125,0.000111092224,0.0002177851,0.0000012088358,0.000009093948,0.000029062605,0.98795027],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999179,0.00002141563,0.00016564237,0.00025809777,0.00023342221,0.00014239788],"domain_scores_gemma":[0.99944615,0.000011095225,0.000083676285,0.00022674023,0.00014093086,0.00009139094],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028185223,0.00018620967,0.00025229965,0.000020635152,0.000057359746,0.00008938518,0.00014123511,0.00019512975,0.10253011],"category_scores_gemma":[0.000013378702,0.00013866262,0.000040340048,0.0000071914565,0.00009191576,0.00009769926,0.00007399702,0.000096012445,0.009631302],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008397205,0.000012403756,0.0000010247147,0.000055849025,0.000014089466,0.0000068631616,0.00008237838,0.000014820222,0.4510524,0.2920593,0.25599742,0.00061947794],"study_design_scores_gemma":[0.00007134605,0.000047323698,2.8896997e-7,0.000013458937,0.00000865932,0.000008769592,0.0000033069966,0.000002626082,0.06721355,0.011950757,0.9204684,0.00021149188],"about_ca_topic_score_codex":0.00017466431,"about_ca_topic_score_gemma":0.000049924616,"teacher_disagreement_score":0.664471,"about_ca_system_score_codex":0.00005587343,"about_ca_system_score_gemma":0.00009405814,"threshold_uncertainty_score":0.9911398},"labels":[],"label_agreement":null},{"id":"W4235130472","doi":"10.1063/1.1775793","title":"NEW PRODUCTS","year":2004,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Order (exchange); Data science; Business","score_opus":0.02775156377974591,"score_gpt":0.26291767449896053,"score_spread":0.23516611071921462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235130472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825637,0.006043084,0.000023034992,0.0009695071,0.0044470476,0.0004608529,0.000009569164,0.000061844505,0.0054213875],"genre_scores_gemma":[0.9781504,0.0056194,0.008525426,0.00054931064,0.00015677059,0.000014286429,0.000018344514,0.000014544146,0.006951504],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884576,0.000033549673,0.00032266282,0.0002624305,0.00035753302,0.00017807203],"domain_scores_gemma":[0.99936885,0.0000017143556,0.00013915835,0.0002905099,0.0001291158,0.000070665556],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061106274,0.000086434906,0.00018660512,0.000047489437,0.00012495623,0.00006157737,0.0002467233,0.000019867644,0.003051111],"category_scores_gemma":[0.00008986205,0.000063468164,0.00003684715,0.00037513633,0.00009966957,0.00021937436,0.00005744389,0.000029550674,0.0010553319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069495823,0.00003664662,0.00001902392,0.0029266414,0.0000029366747,3.5220165e-7,0.000088008375,4.2485874e-7,0.9374312,0.0009986319,0.005968834,0.052520346],"study_design_scores_gemma":[0.00016342946,0.000031674845,0.00004843605,0.0024591242,0.000008259374,0.0000065295944,0.000004717032,2.9721136e-7,0.8656352,0.00037267897,0.13119568,0.000073953626],"about_ca_topic_score_codex":0.0000740807,"about_ca_topic_score_gemma":0.0000024906337,"teacher_disagreement_score":0.12522684,"about_ca_system_score_codex":0.000039821174,"about_ca_system_score_gemma":0.00023869584,"threshold_uncertainty_score":0.9997225},"labels":[],"label_agreement":null},{"id":"W4242628483","doi":"10.1063/1.1826066","title":"NEW PRODUCTS","year":2004,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Order (exchange); Business","score_opus":0.02775156377974591,"score_gpt":0.26291767449896053,"score_spread":0.23516611071921462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242628483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825637,0.006043084,0.000023034992,0.0009695071,0.0044470476,0.0004608529,0.000009569164,0.000061844505,0.0054213875],"genre_scores_gemma":[0.9781504,0.0056194,0.008525426,0.00054931064,0.00015677059,0.000014286429,0.000018344514,0.000014544146,0.006951504],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884576,0.000033549673,0.00032266282,0.0002624305,0.00035753302,0.00017807203],"domain_scores_gemma":[0.99936885,0.0000017143556,0.00013915835,0.0002905099,0.0001291158,0.000070665556],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061106274,0.000086434906,0.00018660512,0.000047489437,0.00012495623,0.00006157737,0.0002467233,0.000019867644,0.003051111],"category_scores_gemma":[0.00008986205,0.000063468164,0.00003684715,0.00037513633,0.00009966957,0.00021937436,0.00005744389,0.000029550674,0.0010553319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069495823,0.00003664662,0.00001902392,0.0029266414,0.0000029366747,3.5220165e-7,0.000088008375,4.2485874e-7,0.9374312,0.0009986319,0.005968834,0.052520346],"study_design_scores_gemma":[0.00016342946,0.000031674845,0.00004843605,0.0024591242,0.000008259374,0.0000065295944,0.000004717032,2.9721136e-7,0.8656352,0.00037267897,0.13119568,0.000073953626],"about_ca_topic_score_codex":0.0000740807,"about_ca_topic_score_gemma":0.0000024906337,"teacher_disagreement_score":0.12522684,"about_ca_system_score_codex":0.000039821174,"about_ca_system_score_gemma":0.00023869584,"threshold_uncertainty_score":0.9997225},"labels":[],"label_agreement":null},{"id":"W4243200550","doi":"10.32920/ryerson.14644929","title":"Reducing chloride corrosion of stainless steel in the nuclear fuel manufacturing industry : an electrochemical-environmental perspective","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Mitacs","keywords":"Nitric acid; Chloride; Chemistry; Ozone; Nitric oxide; Nitrous acid; Corrosion; Chlorine; Extraction (chemistry); Inorganic chemistry; Chromatography; Organic chemistry","score_opus":0.01824978615427132,"score_gpt":0.24408603325362843,"score_spread":0.22583624709935712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243200550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662584,0.00009943603,0.000024134653,0.00017214984,0.00039431712,0.00030348534,0.000012967377,0.0000470761,0.002320618],"genre_scores_gemma":[0.99913687,0.000085835105,0.00021093222,0.00014945307,0.00014581185,0.000023611397,0.000024352265,0.000026593707,0.00019655343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981608,0.0002680612,0.0003726538,0.0005606586,0.00034572126,0.000292147],"domain_scores_gemma":[0.99923515,0.00002733379,0.00019068013,0.00045922282,0.000030194125,0.00005739838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046448605,0.00024293309,0.0003258392,0.00007144994,0.000096546326,0.00023795434,0.0004951552,0.00040980687,0.0031687194],"category_scores_gemma":[0.000028467985,0.00017562535,0.000068262176,0.00005568282,0.000112322916,0.0001678457,0.00047370204,0.0008778732,0.00000994247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016612369,0.00013525819,0.000039341383,0.00010492213,0.000003903909,0.0000052725363,0.008110073,0.00013031113,0.99110883,0.0001331067,0.00001557593,0.000047286696],"study_design_scores_gemma":[0.0001481134,0.000073909265,0.0010834401,0.000109226174,0.000013393886,0.000015268497,0.035093334,0.00011363364,0.9627991,0.00026318958,0.00007055349,0.00021684304],"about_ca_topic_score_codex":0.0015938055,"about_ca_topic_score_gemma":0.00007402838,"teacher_disagreement_score":0.028309727,"about_ca_system_score_codex":0.00033836966,"about_ca_system_score_gemma":0.000084847314,"threshold_uncertainty_score":0.99774253},"labels":[],"label_agreement":null},{"id":"W4244631243","doi":"10.11159/mcm16","title":"Proceedings of the 2nd World Congress on Mechanical, Chemical, and Material Engineering","year":2016,"lang":"en","type":"paratext","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Material Selection and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Engineering; Computer science; Engineering physics","score_opus":0.008499841299023148,"score_gpt":0.2056036979247864,"score_spread":0.19710385662576324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244631243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780869,0.000036473342,3.1030282e-7,0.00059924385,0.017135492,0.0012706842,0.0005869496,0.00023125244,0.0020526939],"genre_scores_gemma":[0.9797621,0.0003916582,0.00063428626,0.0002262758,0.002517791,0.00035638356,0.00001769344,0.00033116777,0.015762696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99520856,0.000022791812,0.0014984637,0.0013055777,0.0009366231,0.0010279657],"domain_scores_gemma":[0.9974652,0.00018135196,0.0011202357,0.0004349923,0.0004493136,0.00034892646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065311673,0.0012200222,0.001732815,0.00035579855,0.000251008,0.0007686841,0.0017056287,0.0006512844,0.0017244526],"category_scores_gemma":[0.0004090115,0.0007722653,0.000305557,0.0005314847,0.00044378854,0.0003448901,0.0014286229,0.00072073966,0.00003928431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093937863,0.00009348435,8.828216e-7,0.0025916933,0.00009516611,5.328404e-7,0.000010849219,0.000009736789,0.9649393,0.0062864763,0.024967574,0.000064927764],"study_design_scores_gemma":[0.0009265554,0.00015593693,0.0000013504674,0.0043477304,0.00015506001,0.000021076241,0.000019883444,0.00014234881,0.9374151,0.00017241125,0.055776034,0.00086649513],"about_ca_topic_score_codex":0.000037708884,"about_ca_topic_score_gemma":0.0000025300694,"teacher_disagreement_score":0.030808462,"about_ca_system_score_codex":0.00017327028,"about_ca_system_score_gemma":0.00006442803,"threshold_uncertainty_score":0.99947286},"labels":[],"label_agreement":null},{"id":"W4246891839","doi":"10.1179/000844311x13083153031551","title":"Preface","year":2011,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Materials science","score_opus":0.035883745931750956,"score_gpt":0.19564152708211446,"score_spread":0.15975778115036351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246891839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84030676,0.000076955424,0.00033986344,0.00020603035,0.0009634782,0.0001589718,0.000020597792,0.00014136687,0.15778598],"genre_scores_gemma":[0.99497765,0.000001468799,0.0006293358,0.0004898715,0.000084624735,0.00001887423,0.0000024795836,0.000012459874,0.0037832248],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990101,0.00008978875,0.00017913354,0.00022561682,0.00011306218,0.00038231642],"domain_scores_gemma":[0.999171,0.0000076320475,0.000030298414,0.00019736946,0.000042831456,0.00055083074],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001884619,0.000115770155,0.00014413409,0.0000748773,0.00013258416,0.000084263265,0.00022207135,0.00007521359,0.06390562],"category_scores_gemma":[0.00001080469,0.000091821435,0.00005016588,0.000098791155,0.00008240714,0.00016567837,0.000005222464,0.00006480685,0.004708043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046011584,0.00022914978,0.00027307027,0.00011507139,0.00009994888,0.0007616001,0.018139075,0.000007055645,0.7845648,0.14094268,0.016624486,0.037782937],"study_design_scores_gemma":[0.0006187987,0.001269319,0.005957853,0.00001991602,0.00004364762,0.00016994447,0.00050975295,0.00016378525,0.072097704,0.005214189,0.913083,0.00085205707],"about_ca_topic_score_codex":0.07815445,"about_ca_topic_score_gemma":0.052914787,"teacher_disagreement_score":0.89645857,"about_ca_system_score_codex":0.00005093886,"about_ca_system_score_gemma":0.00011761075,"threshold_uncertainty_score":0.9960669},"labels":[],"label_agreement":null},{"id":"W4247399468","doi":"10.1007/978-1-4020-3995-9_161","title":"Dissolved Material","year":2007,"lang":"en","type":"book-chapter","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Chemistry; Environmental science; Environmental chemistry","score_opus":0.02922746318788049,"score_gpt":0.2560834202585065,"score_spread":0.226855957070626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247399468","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09415623,0.0009659472,0.00004007823,0.00017391932,0.00805798,0.0008859449,0.00042166986,0.00020905945,0.89508915],"genre_scores_gemma":[0.04832501,0.020206816,0.02418631,0.00032087095,0.00361286,0.00006242674,0.0001027716,0.00021395266,0.902969],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99042624,0.00019048869,0.0026690061,0.0019450057,0.0031771837,0.0015920852],"domain_scores_gemma":[0.99533993,0.00036190872,0.0022835666,0.00090016273,0.00060887873,0.0005055701],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00397373,0.001183676,0.0018522731,0.001087044,0.0011626523,0.000381455,0.0027403247,0.00071634067,0.02773255],"category_scores_gemma":[0.000373439,0.0009553893,0.0004634149,0.0009250904,0.009298873,0.0019816644,0.00068658486,0.00048317594,0.00051622203],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004603145,0.0013538535,0.013547388,0.004841731,0.0004390843,0.00031233125,0.010902212,0.0015454366,0.32432073,0.5951093,0.012900872,0.030123916],"study_design_scores_gemma":[0.00063415733,0.004076327,0.002090779,0.0008511691,0.00015890272,0.000095567535,0.00047528767,0.000038799244,0.08100343,0.010526629,0.897861,0.0021879533],"about_ca_topic_score_codex":0.00056374044,"about_ca_topic_score_gemma":0.00174855,"teacher_disagreement_score":0.8849601,"about_ca_system_score_codex":0.00001409078,"about_ca_system_score_gemma":0.0016232108,"threshold_uncertainty_score":0.9992897},"labels":[],"label_agreement":null},{"id":"W4250996271","doi":"10.22541/au.159769439.92954776","title":"Famous Structures","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Laptop; Presentation (obstetrics); Class (philosophy); Point (geometry); Visual arts; Engineering; Computer science; Art; Mathematics; Artificial intelligence","score_opus":0.04729280431780839,"score_gpt":0.2638311687692142,"score_spread":0.2165383644514058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250996271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.829672,0.00038047443,0.002727575,0.0035477367,0.011256544,0.0005684019,0.000101963924,0.0016409984,0.15010436],"genre_scores_gemma":[0.9933394,0.000017856288,0.002285579,0.0010580977,0.00051167316,0.000017176584,0.000016027476,0.000016686172,0.0027375103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914926,0.00005856894,0.00017445757,0.00032260368,0.0001538362,0.00014124428],"domain_scores_gemma":[0.99961174,0.000006366654,0.00006619254,0.00020455755,0.00003827911,0.00007285919],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006381155,0.00015308267,0.00019937899,0.00002251078,0.000059903115,0.0002787606,0.00028088375,0.00014530224,0.026907427],"category_scores_gemma":[0.000030724717,0.00010940101,0.000047761085,0.000026796082,0.000036724636,0.000028969418,0.0004786903,0.00015822341,0.0010377022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048277798,0.0000060579255,0.000009545851,0.0001557397,0.0000065205086,0.0000039420306,0.0002921679,0.000097940996,0.9690265,0.0058602015,0.02375803,0.00073507027],"study_design_scores_gemma":[0.00007065721,0.000034836088,0.00015389928,0.00001081119,0.000010336689,0.000004229997,0.000029922645,0.00009439437,0.9075017,0.027744815,0.0640884,0.00025599156],"about_ca_topic_score_codex":0.0005735155,"about_ca_topic_score_gemma":0.0000243197,"teacher_disagreement_score":0.16366744,"about_ca_system_score_codex":0.000023376242,"about_ca_system_score_gemma":0.00007248309,"threshold_uncertainty_score":0.9997401},"labels":[],"label_agreement":null},{"id":"W4251439153","doi":"10.14351/2015.07.22","title":"Keep it together: an evaluation of the tensile strengths of three select adhesives used in fossil preparation","year":2016,"lang":"en","type":"article","venue":"Collection Forum","topic":"Material Selection and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adhesive; Ultimate tensile strength; Materials science; Composite material; Forensic engineering; Engineering","score_opus":0.04220410899931804,"score_gpt":0.29839935368427006,"score_spread":0.25619524468495203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251439153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968783,0.000046406723,0.00017138767,0.00042689318,0.0005248829,0.0004830792,0.000008995664,0.00002766549,0.001432384],"genre_scores_gemma":[0.99903935,0.000007258276,0.00004191217,0.00002052035,0.000030158735,0.000060669412,0.0000010396745,0.00000793813,0.00079114916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986324,0.00036676633,0.00032383206,0.00017888333,0.0003547057,0.00014342133],"domain_scores_gemma":[0.9991372,0.0000593591,0.00021550516,0.0002136795,0.0003522875,0.000021968155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077978463,0.00008460787,0.00014641127,0.000089164394,0.00013098799,0.000024074843,0.0001263392,0.000072254334,0.0010941566],"category_scores_gemma":[0.000351031,0.000049229886,0.000040815605,0.0003648143,0.00007613276,0.0002662713,0.000025310688,0.000028610446,0.000011894582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027177218,0.00006150147,0.0070553287,0.000010470189,0.0000047127187,1.8492349e-8,0.0006639806,0.0001669771,0.988047,0.00012230367,0.0008841066,0.0027118484],"study_design_scores_gemma":[0.00068270933,0.00030166065,0.010883616,0.0000477108,0.000016598764,0.0000016829805,0.00024024623,0.0021141358,0.98349017,0.0013469931,0.0007986088,0.00007585682],"about_ca_topic_score_codex":0.00039790527,"about_ca_topic_score_gemma":0.00732945,"teacher_disagreement_score":0.0069315447,"about_ca_system_score_codex":0.00010698444,"about_ca_system_score_gemma":0.00019505911,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null},{"id":"W4297628678","doi":"","title":"The 10,000 Year Plan","year":2009,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Geography; Archaeology","score_opus":0.013953974496691317,"score_gpt":0.22155895654930424,"score_spread":0.20760498205261294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297628678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7442938,0.0002139912,0.0007753445,0.00082618464,0.00093215104,0.00023731633,0.00013632335,0.00015722257,0.25242767],"genre_scores_gemma":[0.99842954,0.00003510151,0.00038786515,0.00009241922,0.000019147988,0.0000074232807,0.00013595153,0.000002232403,0.0008903375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895424,0.000027366692,0.0004177102,0.00011182332,0.00032011862,0.00016871653],"domain_scores_gemma":[0.9993272,0.000052142765,0.00019658823,0.00020972293,0.00015106025,0.000063308864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049701496,0.000089906185,0.00013294663,0.00006861182,0.00031254865,0.00019279034,0.00022177874,0.000055192326,0.0005510489],"category_scores_gemma":[0.000076913835,0.000057881985,0.000036201942,0.00018212173,0.0003616381,0.00044300855,0.000052760035,0.00003479141,0.00006196273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014190576,0.00043799254,0.0002986299,0.00011460193,0.000031160296,0.0000011081697,0.000040782408,0.00017342254,0.36041835,0.52132297,0.09291531,0.022826605],"study_design_scores_gemma":[0.0005556183,0.0005809869,0.0349473,0.000051228795,0.000024462766,0.00001608068,0.000020402806,0.00001789565,0.28017282,0.002009813,0.6813487,0.00025474947],"about_ca_topic_score_codex":0.000022588385,"about_ca_topic_score_gemma":0.000010229359,"teacher_disagreement_score":0.5884333,"about_ca_system_score_codex":0.000013300876,"about_ca_system_score_gemma":0.000038101665,"threshold_uncertainty_score":0.6033599},"labels":[],"label_agreement":null},{"id":"W4385402326","doi":"10.55905/rcssv12n2-013","title":"Estudo de materiais alternativos na construção de uma politriz de baixo custo para metalografia de ligas metálicas","year":2023,"lang":"pt","type":"article","venue":"Revista Caribeña de Ciencias Sociales","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Confederation College","funders":"","keywords":"Humanities; Art; Physics","score_opus":0.08849947726743278,"score_gpt":0.33390212010053594,"score_spread":0.24540264283310315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385402326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908708,0.0018429401,0.0017195183,0.0010608543,0.00087794603,0.00080970244,0.00062249566,0.0007317937,0.001463983],"genre_scores_gemma":[0.9908174,0.0018077283,0.0018278417,0.0013672091,0.0010024057,0.00022153484,0.000056820667,0.00013580649,0.0027632385],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9915251,0.0025124953,0.0011684782,0.0010710724,0.00078610575,0.0029367304],"domain_scores_gemma":[0.997016,0.0004193022,0.0006589368,0.00067789486,0.00035158207,0.0008762906],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00609722,0.0008020357,0.0012814719,0.00041601725,0.0014676456,0.0019935048,0.0013521358,0.0006631736,0.0014940355],"category_scores_gemma":[0.0018434228,0.0007986812,0.00051870034,0.0014759969,0.001335212,0.00039832416,0.0005145003,0.00046715626,0.0006017661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018755539,0.00017309158,0.015653435,0.00086374005,0.00023199937,0.00025090575,0.0138794705,0.00006242735,0.94419736,0.01606179,0.006578155,0.001860065],"study_design_scores_gemma":[0.0019217895,0.00065164117,0.050839398,0.000978311,0.0012495262,0.001071182,0.009688088,0.0029096992,0.84856325,0.0060751187,0.07305832,0.002993669],"about_ca_topic_score_codex":0.010700663,"about_ca_topic_score_gemma":0.0003946245,"teacher_disagreement_score":0.09563411,"about_ca_system_score_codex":0.0030036934,"about_ca_system_score_gemma":0.0042904634,"threshold_uncertainty_score":0.99983233},"labels":[],"label_agreement":null},{"id":"W4387491237","doi":"10.1016/j.jalmes.2023.100038","title":"Unveiling the microstructure of LES manufactured parts for sustainable productive business","year":2023,"lang":"en","type":"article","venue":"Journal of Alloys and Metallurgical Systems","topic":"Material Selection and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Microstructure; Materials science; Casting; Foundry; Scanning electron microscope; Metallurgy; Optical microscope; Business; Composite material","score_opus":0.02142163604669306,"score_gpt":0.24473456860709505,"score_spread":0.223312932560402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387491237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963118,0.0012048867,0.00038430898,0.00065600366,0.000956537,0.00034868592,0.0000055168334,0.000014685529,0.000117610565],"genre_scores_gemma":[0.99638987,0.00010632814,0.00007929873,0.000014191614,0.00040336998,0.000009852403,0.0000013497428,0.000008703142,0.0029870286],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989769,0.00011556388,0.00041491096,0.00011134767,0.00019027684,0.00019101804],"domain_scores_gemma":[0.9989045,0.0000802594,0.00034904032,0.00008049962,0.00053357513,0.00005211647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011753121,0.00009663086,0.00032157867,0.000054727418,0.00017942292,0.00014339069,0.00013383722,0.000060172788,0.00008570465],"category_scores_gemma":[0.00017150275,0.000046194084,0.00006929862,0.0001555239,0.00009247602,0.00014253832,0.000037387643,0.00006573022,0.0000022917782],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065144495,0.000031002117,0.000023829345,0.0008823689,0.00008972888,0.000020098003,0.00089238264,0.0037232684,0.9872319,0.0033591953,0.0028464717,0.00024831813],"study_design_scores_gemma":[0.0013687935,0.0005229466,0.0045295153,0.00020269329,0.00016555739,0.0005321977,0.0064833323,0.0007083006,0.18530527,0.0012688932,0.7986316,0.00028087376],"about_ca_topic_score_codex":0.00010575455,"about_ca_topic_score_gemma":0.0000024735755,"teacher_disagreement_score":0.8019266,"about_ca_system_score_codex":0.000014761123,"about_ca_system_score_gemma":0.000043774267,"threshold_uncertainty_score":0.18837401},"labels":[],"label_agreement":null},{"id":"W4389130491","doi":"10.5151/2594-5327-0435","title":"INFLUÊNCIA DA SEVERIDADE DE RESFRIAMENTO NA FASE DE CONVECÇÃO DE ÓLEOS MINERAIS PARA TÊMPERA","year":2007,"lang":"pt","type":"article","venue":"ABM Proceedings","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Physics","score_opus":0.03099349456909697,"score_gpt":0.289924224659413,"score_spread":0.25893073009031603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389130491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109757,0.00042381612,0.00044576012,0.0009927009,0.00086884823,0.000516454,0.00003283848,0.00031330783,0.005308707],"genre_scores_gemma":[0.9824007,0.00016572807,0.0016402837,0.0037315143,0.000931567,0.00007044857,0.0000073055576,0.000085639665,0.010966789],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99617803,0.00007352773,0.0007849054,0.00072084344,0.0005131692,0.0017295304],"domain_scores_gemma":[0.9983234,0.000086564185,0.00034541017,0.00022154501,0.0003465397,0.00067654887],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029885022,0.0005206378,0.0005041915,0.00021129887,0.00051328517,0.0011449761,0.000610307,0.00045428541,0.0032767502],"category_scores_gemma":[0.00063657557,0.0005077148,0.00012519721,0.0004918295,0.00024882433,0.0006589053,0.00019361991,0.00035893766,0.00061005494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084524456,0.00011871781,0.008864105,0.00043589185,0.00003642956,0.000034375462,0.016265212,0.0000040016225,0.9542515,0.0008352602,0.017542947,0.00076626113],"study_design_scores_gemma":[0.0010729156,0.00040578752,0.009062983,0.00025559848,0.00008505438,0.00024532565,0.0026113302,0.0004971878,0.9016619,0.00020432095,0.08316785,0.0007297687],"about_ca_topic_score_codex":0.002284239,"about_ca_topic_score_gemma":0.00007978988,"teacher_disagreement_score":0.0656249,"about_ca_system_score_codex":0.00066893053,"about_ca_system_score_gemma":0.0004371838,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W4400660282","doi":"10.53893/austenit.v16i1.8566","title":"PERANCANGAN KOMPOR BERBAHAN BAKAR OLI BEKAS UNTUK PENGERINGAN GARAM INDUSTRI","year":2024,"lang":"id","type":"article","venue":"Austenit.","topic":"Material Selection and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics","score_opus":0.029085040872098608,"score_gpt":0.26185122043719283,"score_spread":0.2327661795650942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400660282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95314705,0.0035676574,0.000018598146,0.002720238,0.012433041,0.0006777618,0.00013075181,0.00075963064,0.026545258],"genre_scores_gemma":[0.8955248,0.0003937756,0.00015041683,0.00035332458,0.0020975613,0.000060628437,0.000038976723,0.00011885338,0.101261675],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962881,0.00036438333,0.0007509342,0.0009890305,0.00059706316,0.00101049],"domain_scores_gemma":[0.9986137,0.000097273536,0.00013020552,0.0005870761,0.00017225785,0.00039944626],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007598055,0.00059738796,0.00060638017,0.00026742072,0.0005559769,0.0018263437,0.0005622903,0.00049984973,0.02788348],"category_scores_gemma":[0.00011937068,0.00052440143,0.0002002363,0.0006964395,0.0003016731,0.0005678486,0.00025368182,0.0006564132,0.009368796],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025889612,0.00018608046,0.00016719448,0.001325031,0.00015747796,0.000359923,0.005509707,0.000022451117,0.93185735,0.0021113686,0.048441704,0.009602803],"study_design_scores_gemma":[0.00036732524,0.0004141001,0.0005017306,0.0004888062,0.0001336295,0.00016774445,0.00063495286,0.00024377352,0.275637,0.000073114636,0.7206534,0.0006843758],"about_ca_topic_score_codex":0.0016521884,"about_ca_topic_score_gemma":0.00022546049,"teacher_disagreement_score":0.6722117,"about_ca_system_score_codex":0.000228098,"about_ca_system_score_gemma":0.00039973843,"threshold_uncertainty_score":0.99972075},"labels":[],"label_agreement":null},{"id":"W4407178268","doi":"10.71452/590650","title":"Ketahanan terhadap Retak-Tegangan-Korosi Sambungan Las Dissimilar Baja ASTM A36 dengan Baja Stainless 316L Pada Berbagai Variasi Suhu","year":2025,"lang":"id","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material","score_opus":0.014492245745595982,"score_gpt":0.24984566397903699,"score_spread":0.235353418233441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407178268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7305354,0.003204744,0.006384742,0.013633616,0.023187935,0.0039934176,0.00035359184,0.0020620928,0.21664445],"genre_scores_gemma":[0.7861821,0.00047947234,0.0009028497,0.0032834844,0.0005690658,0.00009134723,0.000092933136,0.00012789763,0.20827083],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9916553,0.0016538344,0.0017731922,0.0018946478,0.0010764628,0.0019465886],"domain_scores_gemma":[0.9963167,0.00032791565,0.0005083267,0.0015846846,0.0005928632,0.000669517],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020913784,0.0012595272,0.0014726843,0.00042751723,0.0017430708,0.0026055782,0.0015770709,0.0008183203,0.017352508],"category_scores_gemma":[0.0005408694,0.0010477907,0.00039419447,0.0012733509,0.000608257,0.0010117481,0.00079255697,0.00075670664,0.00081629434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008449576,0.00070355664,0.0008800661,0.0011879074,0.00030805814,0.00009570543,0.0021731537,0.00004401291,0.92379546,0.034769554,0.033151496,0.0020460961],"study_design_scores_gemma":[0.0013624871,0.00044613917,0.0025987404,0.0004805226,0.00031813205,0.000031246665,0.0021505342,0.0004364373,0.74366975,0.0010342894,0.24616286,0.0013088438],"about_ca_topic_score_codex":0.0030709133,"about_ca_topic_score_gemma":0.003770224,"teacher_disagreement_score":0.21301137,"about_ca_system_score_codex":0.0005025671,"about_ca_system_score_gemma":0.0009885189,"threshold_uncertainty_score":0.9999617},"labels":[],"label_agreement":null},{"id":"W4407401724","doi":"10.59350/awk1p-2vt20","title":"John D Norton, The Material Theory of Induction","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Environmental ethics; Law and economics; Economics","score_opus":0.035060178347662285,"score_gpt":0.2506823827364054,"score_spread":0.21562220438874313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407401724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615535,0.000059941147,0.0001443966,0.0002936393,0.011815315,0.00036172432,0.00010366284,0.00013883898,0.025528964],"genre_scores_gemma":[0.9918156,0.000045785233,0.0001596129,0.00017212627,0.0005029686,0.00012574649,0.000042778825,0.000020911362,0.0071144393],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833065,0.0005526712,0.0003768906,0.00028696295,0.0002914924,0.0001613051],"domain_scores_gemma":[0.9991488,0.00003059121,0.00025716456,0.00046313016,0.00007421472,0.00002610783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011243144,0.00016437598,0.00023759114,0.00005668022,0.00021556269,0.00013998068,0.00050139456,0.00012304899,0.13458657],"category_scores_gemma":[0.000040592844,0.00009710084,0.00007585165,0.000071348666,0.00013940794,0.00005752011,0.0009145781,0.00021644746,0.000080922066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043695638,0.00004636971,0.000023381597,0.00015571102,0.000022473656,7.547313e-7,0.0011548318,0.00026311693,0.98003703,0.012865268,0.004028422,0.0009656862],"study_design_scores_gemma":[0.00008806502,0.00009603672,0.00032035765,0.000015790192,0.000032185617,0.000007888783,0.0005081869,0.000009312998,0.933347,0.011211619,0.05416722,0.00019634224],"about_ca_topic_score_codex":0.0012441268,"about_ca_topic_score_gemma":0.000035131474,"teacher_disagreement_score":0.13450566,"about_ca_system_score_codex":0.00006041449,"about_ca_system_score_gemma":0.00011017926,"threshold_uncertainty_score":0.8662045},"labels":[],"label_agreement":null},{"id":"W4410926566","doi":"10.63824/jptsp.v12i1.262","title":"ANALISIS KOROSI BAJA ASTM A 36 PENGARUH ASAM SULFAT DENGAN VARIASI WAKTU PERENDAMAN DI LINGKUNGAN LAUT","year":2025,"lang":"id","type":"article","venue":"JURNAL TEKNIK SIPIL PERTAHANAN","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Nuclear chemistry; Chemistry; Materials science","score_opus":0.017797500868807766,"score_gpt":0.26637169345845174,"score_spread":0.24857419258964397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410926566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95577484,0.0033875308,0.0002901965,0.004567775,0.010216455,0.00094849186,0.00020062824,0.00055028027,0.024063801],"genre_scores_gemma":[0.9400006,0.0010795892,0.00017421119,0.0021743767,0.0016810535,0.00008381319,0.00007256641,0.00014787816,0.05458591],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9918994,0.0014585231,0.0018172772,0.0017079579,0.0012482693,0.001868598],"domain_scores_gemma":[0.9961461,0.0003938361,0.00065290224,0.0012975829,0.0007224363,0.00078717136],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020036495,0.0012460167,0.001573693,0.00078432384,0.002392694,0.0027387885,0.0016872654,0.0007803399,0.006035972],"category_scores_gemma":[0.0010489373,0.0010852782,0.00064278615,0.0014647335,0.0005278412,0.00089833554,0.0006406157,0.001191091,0.0011752482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001326093,0.0007331279,0.0022607571,0.00073539495,0.00040309207,0.0000972202,0.004142487,0.000058146252,0.959202,0.0034348287,0.023920117,0.00368672],"study_design_scores_gemma":[0.0023390874,0.0010521491,0.030053599,0.0011228971,0.00067255896,0.00012835934,0.002445454,0.0010225424,0.60181695,0.00028323088,0.35724732,0.0018158159],"about_ca_topic_score_codex":0.004695677,"about_ca_topic_score_gemma":0.0034532964,"teacher_disagreement_score":0.35738504,"about_ca_system_score_codex":0.0005948079,"about_ca_system_score_gemma":0.000967449,"threshold_uncertainty_score":0.99960244},"labels":[],"label_agreement":null},{"id":"W4415324653","doi":"10.32493/jtc.v8i1.48184","title":"Pengaruh Kedalaman Pemakanan dan Feedrate pada Mesin Frais Terhadap Hasil Getaran dan Kekasaran Permukaan","year":2025,"lang":"","type":"article","venue":"Jurnal Teknik Mesin Cakram","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Analytical Chemistry (journal); Volume (thermodynamics); Curve fitting","score_opus":0.020999820640953026,"score_gpt":0.2708609780971893,"score_spread":0.24986115745623627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415324653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9293213,0.0053555192,0.00042585583,0.009374431,0.015440325,0.0019400249,0.00011472573,0.0007013608,0.03732645],"genre_scores_gemma":[0.9533813,0.0012237959,0.0006801254,0.003054601,0.0014428732,0.00011075087,0.000057550224,0.00020842391,0.039840583],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.988107,0.0022178213,0.0029006766,0.0023952788,0.0017702609,0.0026089118],"domain_scores_gemma":[0.99491465,0.00034697293,0.001079651,0.0019105745,0.00073981896,0.0010083072],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0028674174,0.0018513897,0.0022220945,0.00088476774,0.0032378729,0.004019062,0.0022770455,0.000999942,0.0055089644],"category_scores_gemma":[0.000636995,0.001667092,0.00082325406,0.0016272822,0.0012346955,0.0013798072,0.0007168205,0.0015469777,0.00063569524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017653187,0.0009955193,0.002377501,0.0013818265,0.0004479644,0.00027321978,0.0043008532,0.00016958723,0.9436284,0.005944523,0.02075654,0.017958762],"study_design_scores_gemma":[0.003172851,0.0011788663,0.019618426,0.0014270514,0.00062893314,0.00026425428,0.0023600196,0.001309828,0.5501172,0.0009574603,0.4165852,0.0023799092],"about_ca_topic_score_codex":0.002152989,"about_ca_topic_score_gemma":0.0011947921,"teacher_disagreement_score":0.39582866,"about_ca_system_score_codex":0.0008466,"about_ca_system_score_gemma":0.0016355739,"threshold_uncertainty_score":0.9994231},"labels":[],"label_agreement":null},{"id":"W4416067840","doi":"10.1080/14606925.2025.2579120","title":"An evaluation study of <i>AiLoupe</i> : An AI driven design tool to source and select textile materials","year":2025,"lang":"en","type":"article","venue":"The Design Journal","topic":"Material Selection and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Design tool; Textile; Software tool; Machine tool; Expert system","score_opus":0.04923285443255159,"score_gpt":0.3171820730795894,"score_spread":0.2679492186470378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416067840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92541945,0.00003379079,0.07292653,0.00017585875,0.0004327851,0.00094022957,0.0000026025216,0.000036211182,0.00003254774],"genre_scores_gemma":[0.9973844,0.0000074385343,0.001834661,0.00040296567,0.00014252133,0.0000485179,7.483203e-7,0.000014035063,0.00016469811],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99563783,0.0031325712,0.00042422843,0.00021416396,0.0003680728,0.00022310985],"domain_scores_gemma":[0.9991102,0.000078311736,0.00015576085,0.00026256233,0.00030547468,0.00008767433],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005656746,0.00014532886,0.00024258996,0.0001114761,0.00048053198,0.00054660154,0.00036362352,0.00004636805,0.0011796954],"category_scores_gemma":[0.00013139386,0.000092832706,0.000015844827,0.00020118803,0.000045893717,0.00035509578,0.000043369273,0.00009256891,0.000020163123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082118233,0.00015495745,0.000046385223,0.000007549805,0.000016339705,8.2061223e-7,0.004531802,0.0110159265,0.9780315,0.000020599877,0.001039553,0.0043133884],"study_design_scores_gemma":[0.00090426684,0.0030131221,0.0012936277,0.000041448347,0.00011507766,0.000057648886,0.0012432166,0.0043139537,0.9874651,0.0010541932,0.0003252623,0.00017311233],"about_ca_topic_score_codex":0.00009311533,"about_ca_topic_score_gemma":0.000012308533,"teacher_disagreement_score":0.07196497,"about_ca_system_score_codex":0.000045643348,"about_ca_system_score_gemma":0.00017483234,"threshold_uncertainty_score":0.9997334},"labels":[],"label_agreement":null},{"id":"W4416144252","doi":"10.1007/978-3-032-00102-3_184","title":"Plant Trial Evaluation of Concentric Versus Single-Pipe Sonic Tuyeres in Continuous Copper Converting","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Inro Consultants (Canada)","funders":"","keywords":"Tuyere; Concentric; Momentum (technical analysis); Sonic boom; Aerospace; Key (lock); Portfolio","score_opus":0.08152089488656473,"score_gpt":0.284870887730099,"score_spread":0.20334999284353428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416144252","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.146417,0.0012209044,0.000010641554,0.000100767524,0.008175072,0.0018804737,0.00011607215,0.00012207397,0.841957],"genre_scores_gemma":[0.86725754,0.00009473534,0.00004437366,0.00009185637,0.00029656044,0.000042096348,0.00007495492,0.000028976016,0.1320689],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977096,0.00018475362,0.00082416274,0.0003852003,0.0006344788,0.0002618334],"domain_scores_gemma":[0.9988257,0.0001655835,0.0004148063,0.00022491111,0.00032476286,0.00004420752],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001186914,0.00026733277,0.00061537145,0.00016884453,0.00005960751,0.000078315396,0.00020238337,0.00030027638,0.014608699],"category_scores_gemma":[0.00030981845,0.00022449727,0.00009398738,0.000053523356,0.00011057682,0.00008882018,0.00007956836,0.00014165451,0.00013281142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.21668082,0.000509292,0.000064743654,0.0011777768,0.00033990084,0.000029428898,0.0020354905,0.0001633964,0.61615014,0.101519324,0.025904123,0.035425548],"study_design_scores_gemma":[0.12978236,0.0029151374,0.000016573365,0.0016912017,0.00074031856,0.000009381684,0.00038776646,0.001631868,0.71704334,0.002622634,0.14162232,0.0015370825],"about_ca_topic_score_codex":0.00039020632,"about_ca_topic_score_gemma":0.00038466064,"teacher_disagreement_score":0.7208406,"about_ca_system_score_codex":0.0002797295,"about_ca_system_score_gemma":0.00045630214,"threshold_uncertainty_score":0.98629206},"labels":[],"label_agreement":null},{"id":"W4416885169","doi":"10.37665/ppykpzo82456","title":"Evaluating the Manufacturability and Operational Costs for New Conformal Coating Processes","year":2008,"lang":"","type":"article","venue":"Pan Pacific Symposium","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hain Celestial (Canada)","funders":"","keywords":"Design for manufacturability; Conformal coating; Coating; Conformal map; Process (computing); Electronics","score_opus":0.07630489811716142,"score_gpt":0.3166529547050901,"score_spread":0.24034805658792868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416885169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849105,0.00069967244,0.00089881214,0.004166453,0.002225965,0.0021571694,0.00012783686,0.00009516219,0.004718447],"genre_scores_gemma":[0.9909717,0.00032561345,0.0011837728,0.00029160312,0.0008472738,0.00016919014,0.00003169653,0.000026705873,0.006152448],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972105,0.000322188,0.0008185604,0.0006002004,0.0004956577,0.0005528822],"domain_scores_gemma":[0.99810666,0.00058233185,0.00032614297,0.00030386553,0.00049638905,0.00018460762],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018025163,0.00034579905,0.00035877203,0.00004210312,0.002486887,0.00077388674,0.00028010565,0.00013695353,0.0010352631],"category_scores_gemma":[0.00084939064,0.0002336768,0.00006230145,0.00015824672,0.0005096419,0.0006403064,0.00011578337,0.000139941,0.00006439316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013042494,0.00008934666,0.0017679151,0.00090089976,0.000041700045,0.0000010359939,0.020956583,0.00021596416,0.9655564,0.00053018145,0.003170043,0.005465687],"study_design_scores_gemma":[0.0019925975,0.0017654588,0.00183212,0.00018451824,0.00010903084,0.00034132873,0.003947953,0.008481257,0.95727533,0.0003343661,0.022912696,0.0008233137],"about_ca_topic_score_codex":0.00046782737,"about_ca_topic_score_gemma":0.000040265153,"teacher_disagreement_score":0.019742653,"about_ca_system_score_codex":0.00010631025,"about_ca_system_score_gemma":0.0010047917,"threshold_uncertainty_score":0.9998779},"labels":[],"label_agreement":null},{"id":"W4417434189","doi":"10.1049/pbpo267e_ch11","title":"Sustainable materials for small blades","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"","score_opus":0.02592490621772093,"score_gpt":0.23458375423003636,"score_spread":0.20865884801231543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417434189","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003589001,0.00019942428,0.000477266,0.00029904334,0.001678077,0.000983974,0.00015705096,0.00030303388,0.99554324],"genre_scores_gemma":[0.00084124284,0.00007088647,0.0010022486,0.0004894747,0.00040609812,0.000110733105,0.00004984466,0.00004364535,0.99698585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863523,0.000020416284,0.00039605927,0.00041126268,0.00015795318,0.0003790873],"domain_scores_gemma":[0.99904096,0.000055083667,0.00014177081,0.00028518864,0.00041913296,0.00005783525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048353264,0.00030755147,0.00045221404,0.00012502325,0.00021307242,0.00039893924,0.00027776806,0.0003232529,0.04411726],"category_scores_gemma":[0.0000826873,0.0002425164,0.00009159774,0.000015127434,0.00007161477,0.00007726605,0.00014134528,0.000055083525,0.0004990903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016518125,0.00000653767,4.1019508e-8,0.0007927027,0.000017024642,0.0000029105927,0.000033029617,5.1505793e-7,0.18486463,0.7359583,0.07787054,0.0002886401],"study_design_scores_gemma":[0.00011467733,0.00006582268,1.1270601e-7,0.000057216937,0.000027471466,0.0000017062849,0.000019237335,5.9374844e-7,0.37433222,0.024694555,0.6004854,0.00020098114],"about_ca_topic_score_codex":0.0003291249,"about_ca_topic_score_gemma":0.000060995964,"teacher_disagreement_score":0.7112637,"about_ca_system_score_codex":0.00011540197,"about_ca_system_score_gemma":0.00022113709,"threshold_uncertainty_score":0.9889532},"labels":[],"label_agreement":null},{"id":"W44626263","doi":"10.1007/978-3-319-00777-9_4","title":"The Cohesive Law and Toughness of Engineering and Natural Adhesives","year":2013,"lang":"en","type":"book-chapter","venue":"Conference proceedings of the Society for Experimental Mechanics","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Toughness; Materials science; Adhesive; Natural (archaeology); Composite material; Geology","score_opus":0.015144680868094318,"score_gpt":0.21691605738739386,"score_spread":0.20177137651929955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44626263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92566824,0.03157144,0.00007956085,0.0010328765,0.005646898,0.006725205,0.00027157372,0.00024382214,0.028760387],"genre_scores_gemma":[0.98734075,0.0004304153,0.00061968755,0.000081203434,0.00006775651,0.00007798403,0.0000014447936,0.000034159904,0.011346626],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991592,0.0000020951738,0.00026511008,0.00022718353,0.00017993826,0.00016644632],"domain_scores_gemma":[0.99920636,0.000049778384,0.00033154222,0.00008117473,0.000292383,0.000038742786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015060708,0.00022607586,0.00029716917,0.000008888117,0.00025865517,0.00014442755,0.00030025688,0.00015842084,0.00005925309],"category_scores_gemma":[0.000026270382,0.00013692395,0.00019523031,0.000014170015,0.00027711655,0.00014699895,0.00028664834,0.000114942064,9.301055e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023698885,0.0000031711913,8.957473e-8,0.00017094491,0.000028554952,4.7208313e-9,0.0011269676,7.7070716e-8,0.58938587,0.40909272,0.00012653763,0.00004132545],"study_design_scores_gemma":[0.00018167244,0.00014522146,4.5432137e-7,0.00024004169,0.000044717388,0.0000047884396,0.00204965,0.0005665605,0.9810742,0.010736008,0.0047800434,0.00017663866],"about_ca_topic_score_codex":0.000021074,"about_ca_topic_score_gemma":0.0000010154141,"teacher_disagreement_score":0.39835674,"about_ca_system_score_codex":0.00003037439,"about_ca_system_score_gemma":0.000024988101,"threshold_uncertainty_score":0.5583597},"labels":[],"label_agreement":null},{"id":"W5304859","doi":"10.1254/jjp.18.406","title":"Process-Structure Relationships of Magnesium Alloys","year":2013,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Magnesium; Process (computing); Metallurgy; Materials science; Computer science; Process management; Business","score_opus":0.019336471722568086,"score_gpt":0.2219228376909017,"score_spread":0.20258636596833363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W5304859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823808,0.000015813477,0.000067059875,0.0003359985,0.00021359985,0.00012358492,0.000003853019,0.00007056346,0.016788704],"genre_scores_gemma":[0.9942895,6.999801e-7,0.0008023211,0.00008306174,0.0000417774,0.000010697938,0.0000022497156,0.0000051000884,0.0047645634],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995184,0.000044481312,0.00014811162,0.00009468192,0.00010004583,0.00009429533],"domain_scores_gemma":[0.99970335,0.0000111665095,0.000047044985,0.00009573063,0.00011056696,0.000032157306],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007641882,0.0000538745,0.00007475895,0.000024570067,0.00006626912,0.000039546838,0.00009048579,0.000045195207,0.05091679],"category_scores_gemma":[0.000045044686,0.00003581837,0.000011485893,0.00007297888,0.000040265604,0.00019999944,0.0000136950985,0.00003660378,0.000556422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063439984,0.00000665618,0.0015324422,0.00004305854,5.6840094e-7,4.1998796e-8,0.0002084825,0.000012254451,0.9958963,0.0011757046,0.0010375166,0.000080628044],"study_design_scores_gemma":[0.00007083057,0.000031626143,0.008900295,0.0000028709524,0.0000027534986,0.0000032735788,0.00012602762,0.000050001545,0.98554987,0.0041814973,0.0010142056,0.00006676513],"about_ca_topic_score_codex":0.00022468978,"about_ca_topic_score_gemma":0.000028806073,"teacher_disagreement_score":0.05036037,"about_ca_system_score_codex":0.000004924059,"about_ca_system_score_gemma":0.000018333647,"threshold_uncertainty_score":0.9499508},"labels":[],"label_agreement":null},{"id":"W565314435","doi":"10.1520/stp10900s","title":"Twenty-One Year Results for Metallic-Coated Steel Sheet in the ASTM 1976 Atmospheric Corrosion Tests","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Foundation","funders":"","keywords":"Metallurgy; Materials science; Corrosion; Sheet metal; Composite material","score_opus":0.047346828911291675,"score_gpt":0.2429288434354233,"score_spread":0.1955820145241316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W565314435","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0091479095,0.00033802734,0.00013207375,0.00066895114,0.0018196169,0.0021822678,0.00029327316,0.0003035912,0.9851143],"genre_scores_gemma":[0.04261532,0.00025223903,0.0016857736,0.0007287987,0.0003506427,0.000105807696,0.00013082128,0.00007644743,0.9540542],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796927,0.000087649765,0.0006285732,0.00053869403,0.00041961254,0.00035619378],"domain_scores_gemma":[0.998942,0.00012896412,0.00026580546,0.00047095856,0.00012708585,0.00006518039],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007109185,0.00036020754,0.00046221685,0.000030464405,0.00015922669,0.00025002516,0.00046204485,0.0003114744,0.011350538],"category_scores_gemma":[0.00008928452,0.00022917529,0.00011738688,0.000076017044,0.00009464286,0.00012719243,0.00008731851,0.00018216703,0.0013881684],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040887413,0.0004960165,0.000011806317,0.0006135133,0.000068035595,0.00002354983,0.0021613943,0.00011593668,0.668456,0.08306279,0.23740514,0.0034970376],"study_design_scores_gemma":[0.0015732029,0.0006358054,0.000054123117,0.00022069854,0.00007783145,0.000010544819,0.00005215585,0.0003016898,0.03153714,0.0020185201,0.962856,0.0006622619],"about_ca_topic_score_codex":0.00022197448,"about_ca_topic_score_gemma":0.00027977265,"teacher_disagreement_score":0.7254509,"about_ca_system_score_codex":0.00007070364,"about_ca_system_score_gemma":0.00003771147,"threshold_uncertainty_score":0.99938935},"labels":[],"label_agreement":null},{"id":"W569176104","doi":"","title":"Skarven : – Produktutveckling av en oljedimavskiljare","year":2006,"lang":"sv","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Separator (oil production); Mechanical engineering; Engineering; Manufacturing engineering; Automotive engineering","score_opus":0.015218388099126125,"score_gpt":0.2502123196325191,"score_spread":0.23499393153339299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W569176104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89961505,0.0030173569,0.004465701,0.04003228,0.009443133,0.00330251,0.0049673817,0.0030285986,0.032127995],"genre_scores_gemma":[0.9679674,0.00018363827,0.01572172,0.0002767772,0.00088533456,0.00027785692,0.0027784363,0.00007636638,0.011832504],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955177,0.00017033538,0.0014982536,0.0012493666,0.0006846487,0.00087974465],"domain_scores_gemma":[0.9957201,0.000036783535,0.0009854058,0.0018670552,0.001227365,0.00016330279],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013428713,0.00057609926,0.0007201793,0.0011443053,0.0005881288,0.00043577136,0.0017598898,0.0006838797,0.003099512],"category_scores_gemma":[0.0017262952,0.00054907484,0.00014026255,0.0017491077,0.0010289616,0.0015998099,0.0009892712,0.00052597723,0.00072103326],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003644332,0.001822341,0.0051654503,0.0017583091,0.00014485604,0.000035238245,0.00024177959,0.0006303736,0.6067729,0.22608666,0.14408861,0.012889018],"study_design_scores_gemma":[0.00074719405,0.00014978755,0.0011148838,0.00029640997,0.00008776602,0.000024246909,0.0001091837,0.00071343954,0.3371922,0.00036603404,0.6586166,0.00058221014],"about_ca_topic_score_codex":0.003039757,"about_ca_topic_score_gemma":0.0003848344,"teacher_disagreement_score":0.51452804,"about_ca_system_score_codex":0.0002243946,"about_ca_system_score_gemma":0.00050071155,"threshold_uncertainty_score":0.9996961},"labels":[],"label_agreement":null},{"id":"W599168387","doi":"","title":"Impacts of Geographic Variation on Aluminum Lightweighted Plug-In Hybrid Electric Vehicle Greenhouse Gas Emissions","year":2013,"lang":"en","type":"article","venue":"Deep Blue (University of Michigan)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bonneville Power Administration; Department of Environment and Primary Industries; Division of Emerging Frontiers; Natural Environment Research Council; Canada Excellence Research Chairs, Government of Canada; U.S. Department of Energy; National Highway Traffic Safety Administration; Division of Emerging Frontiers in Research and Innovation; National Science Foundation","keywords":"Greenhouse gas; Variation (astronomy); Environmental science; Plug-in; Computer science; Ecology; Physics; Operating system; Biology","score_opus":0.006222423689176297,"score_gpt":0.1732171554025824,"score_spread":0.1669947317134061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W599168387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989274,0.000043969034,0.00013568286,0.00018431131,0.00012568821,0.0002135294,0.000009865611,0.000056646975,0.0003029198],"genre_scores_gemma":[0.9994471,0.000077021556,0.00022968369,0.000041029867,0.000020535841,6.16468e-7,0.000007352091,0.0000099735225,0.00016666837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904263,0.0001241709,0.00017731219,0.00021896245,0.00019820023,0.00023869431],"domain_scores_gemma":[0.9993624,0.0000375751,0.00018327302,0.0002108552,0.00010558704,0.000100282894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017017312,0.000117505995,0.00023159698,0.0003247278,0.00013274225,0.000020096317,0.00024909677,0.00007634338,0.0017951563],"category_scores_gemma":[0.000029748384,0.0001192156,0.000064244094,0.00036259336,0.00006427481,0.00027362606,0.00004956671,0.00008911717,0.00016857107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014353279,0.00015386252,0.0006995394,0.00003368902,0.000011402926,0.0000034111345,0.0054661045,0.000042720156,0.9929089,0.00012458107,0.000038389302,0.00037388035],"study_design_scores_gemma":[0.0013780082,0.00054670684,0.07915176,0.00009664644,0.000041085954,0.0000074371683,0.0016645255,0.0059836763,0.9097202,0.0005908482,0.00052341446,0.0002956864],"about_ca_topic_score_codex":0.0055006607,"about_ca_topic_score_gemma":0.005464002,"teacher_disagreement_score":0.08318868,"about_ca_system_score_codex":0.000027809027,"about_ca_system_score_gemma":0.00004346553,"threshold_uncertainty_score":0.9991173},"labels":[],"label_agreement":null},{"id":"W6894011452","doi":"10.5281/zenodo.6979192","title":"installation and has been attempting for its reliability over many hours thru","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overheating (electricity); Purchasing; Cabinet (room); Reliability (semiconductor); Work (physics); Flywheel","score_opus":0.05594749877581857,"score_gpt":0.24997528098953464,"score_spread":0.19402778221371608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894011452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98289555,0.00006480161,0.0010174216,0.0009957675,0.0002638891,0.00066272495,0.00029864933,0.00055427407,0.013246935],"genre_scores_gemma":[0.9978116,0.000012358062,0.00018455742,0.00014852906,0.00010176592,3.1983421e-7,0.0002663677,0.00035072316,0.0011237683],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870306,0.0002714799,0.00020024089,0.00033166312,0.00025929266,0.00023428358],"domain_scores_gemma":[0.99940634,0.000021952475,0.00009455023,0.00018466212,0.00021547901,0.00007698872],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010867792,0.00009049669,0.00010480687,0.000083283325,0.0038881346,0.0007840013,0.00032723628,0.000028611401,0.027405942],"category_scores_gemma":[0.0003197664,0.000092333525,0.000025085958,0.00018348395,0.00008881364,0.0002648443,0.0008165644,0.00010561362,0.00045566983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058177975,0.00013909172,0.00004863448,0.00021593823,0.000016706275,0.000002376868,0.0036560579,0.0005642471,0.89602154,0.0050969883,0.073281065,0.020375594],"study_design_scores_gemma":[0.0004481244,0.0003134545,0.0011118171,0.000008642176,0.0000075059065,0.000028132548,0.0002808045,0.0008937006,0.01472294,0.00027356623,0.98176265,0.0001486501],"about_ca_topic_score_codex":0.00003056371,"about_ca_topic_score_gemma":4.879546e-7,"teacher_disagreement_score":0.9084816,"about_ca_system_score_codex":0.00012578099,"about_ca_system_score_gemma":0.000004036583,"threshold_uncertainty_score":0.9974087},"labels":[],"label_agreement":null},{"id":"W6923628082","doi":"10.14288/1.0362773","title":"Barge number four modification","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BARGE; Terminal (telecommunication); Submarine pipeline; Pacific ocean","score_opus":0.06493300176833343,"score_gpt":0.30802259557216705,"score_spread":0.2430895938038336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923628082","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027044531,0.0000029574796,0.0015201247,0.00047208782,0.0015459319,0.00035129552,0.00001893499,0.000121504694,0.9689226],"genre_scores_gemma":[0.47816435,0.0000045614006,0.0014988561,0.00021338022,0.00029935472,0.00012561721,0.0000030873186,0.000010456187,0.5196803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993534,0.00007939741,0.00012343857,0.00019568231,0.0000935493,0.00015452689],"domain_scores_gemma":[0.99954176,0.000012986333,0.000044920846,0.00018992636,0.00015595983,0.000054433127],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021438525,0.000069299625,0.00008663366,0.000018580038,0.0025021823,0.001636988,0.00025004544,0.000041557087,0.06372363],"category_scores_gemma":[0.000044879904,0.000060210612,0.00001911662,0.00042888414,0.000068007896,0.00029083647,0.00008894403,0.000034129716,0.0032389965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007217705,0.000048378726,0.000021801552,0.000003069779,0.000004596929,2.9681223e-7,0.00014846404,0.000003502656,0.198122,0.0010093588,0.80033916,0.00022721382],"study_design_scores_gemma":[0.0002181124,0.00007407082,0.00011673584,0.000005773831,0.000006611737,0.00002284773,0.000050216524,0.0002232504,0.2611022,0.001631413,0.73642963,0.00011914386],"about_ca_topic_score_codex":0.0047918996,"about_ca_topic_score_gemma":0.001228438,"teacher_disagreement_score":0.4511198,"about_ca_system_score_codex":0.00004799812,"about_ca_system_score_gemma":0.00007049168,"threshold_uncertainty_score":0.9993994},"labels":[],"label_agreement":null},{"id":"W6924601860","doi":"10.15468/dl.uuaedh","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Extant taxon; Download; Vascular plant; Matching (statistics); State (computer science)","score_opus":0.01869232554309487,"score_gpt":0.2156637980724366,"score_spread":0.19697147252934172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924601860","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002499664,0.000039501338,0.0000025514735,0.000103665705,0.0019632971,0.00017387104,0.99493873,0.00011490507,0.0001637995],"genre_scores_gemma":[0.000021469423,0.000075740056,0.0000019674574,0.0006271028,0.0000034508564,0.0000041459325,0.9992656,1.1463863e-8,4.733594e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853164,0.00012745192,0.00038066247,0.00023876695,0.00044111177,0.00028039148],"domain_scores_gemma":[0.9988685,0.000009700312,0.00024125364,0.00041863444,0.00032669498,0.0001351803],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027715391,0.00024481092,0.0002804796,0.00004721702,0.0003399799,0.00045074392,0.00041707623,0.00029486,0.0337345],"category_scores_gemma":[0.00014397396,0.00022887548,0.00010360486,0.0002164149,0.00014452079,0.00084582984,0.00031866902,0.00015726194,0.3422734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057496032,0.000024770528,0.000046453857,0.00018713117,0.000007640241,0.0000020065836,0.000030285615,0.000004064409,0.0000288852,5.6178546e-8,0.9993213,0.00028990957],"study_design_scores_gemma":[0.0001782405,0.000028223914,0.000010661925,0.0000035126332,0.000025225681,0.000008749562,0.00009002239,3.6008544e-8,0.0009503299,3.9780355e-7,0.99844503,0.00025957075],"about_ca_topic_score_codex":0.0009983841,"about_ca_topic_score_gemma":0.000029376512,"teacher_disagreement_score":0.3085389,"about_ca_system_score_codex":0.00022042092,"about_ca_system_score_gemma":0.0001986195,"threshold_uncertainty_score":0.9671488},"labels":[],"label_agreement":null},{"id":"W6924629479","doi":"10.15468/dl.y8yzq8","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Set (abstract data type); Identification (biology)","score_opus":0.023196835177358568,"score_gpt":0.22460848512141862,"score_spread":0.20141164994406005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924629479","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018320846,0.000008720712,0.0000013962626,0.00011663955,0.0026344405,0.00023703682,0.99475026,0.00032723465,0.00009216911],"genre_scores_gemma":[0.000010668576,0.000059380753,7.572821e-7,0.0003706144,0.0000036177144,0.0000062739355,0.9995478,1.7929082e-8,9.165763e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998517,0.00009451259,0.0003844149,0.00022748532,0.00046342512,0.00031319328],"domain_scores_gemma":[0.999021,0.000013875641,0.0002439005,0.0003739503,0.00021520122,0.00013207512],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037380308,0.00024529567,0.00025703124,0.00007625347,0.00036451436,0.0003543196,0.00049981003,0.0002925177,0.0073679346],"category_scores_gemma":[0.00015693161,0.00022479614,0.00009339568,0.0002887447,0.00015517724,0.00080948864,0.00032250007,0.00014933392,0.8619639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007217498,0.000014121922,0.000036813573,0.00017953246,0.0000070213305,0.0000012402179,0.000031529253,0.000006594235,0.000012048484,6.461163e-8,0.99941665,0.00022220338],"study_design_scores_gemma":[0.00017217324,0.000038064874,0.000022726686,0.0000029531484,0.000021391046,0.0000032758956,0.00006909347,6.7289875e-8,0.00024223913,9.861068e-7,0.99917156,0.0002554764],"about_ca_topic_score_codex":0.0027800074,"about_ca_topic_score_gemma":0.000051792184,"teacher_disagreement_score":0.854596,"about_ca_system_score_codex":0.00021388731,"about_ca_system_score_gemma":0.000120622055,"threshold_uncertainty_score":0.99353945},"labels":[],"label_agreement":null},{"id":"W6925478462","doi":"10.17632/fzmx3vkt66.1","title":"Code for a Dynare Toolbox for Social Learning Expectations","year":2024,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Toolbox; Code (set theory); Social learning; Key (lock)","score_opus":0.03906751104275471,"score_gpt":0.30552599479682896,"score_spread":0.26645848375407427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925478462","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026997144,0.00051985466,0.0009595794,0.00015883734,0.001398917,0.0005836502,0.99344075,0.00017898009,0.00005969539],"genre_scores_gemma":[0.0017316942,0.00017258254,0.00086189085,0.0001368309,0.001965197,0.00033425927,0.9943177,0.00005259534,0.00042723148],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979964,0.00017036436,0.00038725842,0.00080619025,0.00017526324,0.0004645237],"domain_scores_gemma":[0.9988825,0.00032798457,0.00019185964,0.0004591464,0.000051235234,0.00008730861],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005380433,0.00033553242,0.00041165898,0.000096793454,0.0010922049,0.00079486123,0.0010197593,0.00016374704,0.00013108763],"category_scores_gemma":[0.00003863657,0.00028369413,0.0000731761,0.00011309189,0.00008294553,0.00024481412,0.0004941226,0.00023631573,0.000115963565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024978226,0.000022657314,0.0000036632912,0.0029694936,0.000055018707,0.0000017565975,0.0024656723,0.00007866539,0.0024436698,0.0000251705,0.99064595,0.0010384788],"study_design_scores_gemma":[0.00024015512,0.00011386807,0.0000108877675,0.00036682186,0.00019982879,0.000007729821,0.0017043976,0.017801447,0.00010180368,0.00022616338,0.9788564,0.00037050596],"about_ca_topic_score_codex":0.00035247355,"about_ca_topic_score_gemma":0.0058705923,"teacher_disagreement_score":0.017722782,"about_ca_system_score_codex":0.000025360583,"about_ca_system_score_gemma":0.00006458114,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W6926718044","doi":"10.25549/wpacards-c8-136533","title":"WPA block face card for household census (block 342) in Los Angeles County","year":2014,"lang":"en","type":"dataset","venue":"University of Southern California Digital Library","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Block (permutation group theory); Face (sociological concept); Quarter (Canadian coin)","score_opus":0.013447187709810638,"score_gpt":0.17033025065089025,"score_spread":0.15688306294107962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926718044","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019717034,0.00006780577,0.0000066440844,0.000051705305,0.00014732816,0.00030581214,0.9792362,0.00011526384,0.00035224695],"genre_scores_gemma":[0.006149657,0.00003440448,0.00007191905,0.0001098696,0.00017758543,0.0000011393038,0.9927152,0.000046149184,0.0006940826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986658,0.00006562221,0.0002805502,0.000408237,0.00025130267,0.00032847637],"domain_scores_gemma":[0.999185,0.00006881995,0.00025548082,0.000325823,0.000038404192,0.00012642676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009917625,0.0002996496,0.00048083736,0.0001547176,0.00012474487,0.00019617172,0.0005897807,0.00030361165,0.000117121795],"category_scores_gemma":[0.000027698856,0.0002871758,0.00014861145,0.00012127032,0.00020789573,0.00023012029,0.0002576098,0.00014958346,0.00034677793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043112726,0.00007639298,0.00010979082,0.0003837295,0.000014224568,0.000011878482,0.00001435231,0.000051716837,0.00035079592,0.0000016309084,0.99851096,0.00004337898],"study_design_scores_gemma":[0.0004583611,0.00005584279,0.000004743199,0.00013009369,0.000033389148,0.0000054522698,0.000354315,0.0000149320385,0.0011806526,0.000045750032,0.9973789,0.00033756916],"about_ca_topic_score_codex":0.00035179182,"about_ca_topic_score_gemma":0.00007361649,"teacher_disagreement_score":0.013567377,"about_ca_system_score_codex":0.00004685638,"about_ca_system_score_gemma":0.00010951724,"threshold_uncertainty_score":0.99995804},"labels":[],"label_agreement":null},{"id":"W6930209038","doi":"10.5255/ukda-sn-6727-36","title":"Quarterly Labour Force Survey, 1992-2022: Secure Access","year":2023,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Work (physics); Sample (material); Survey data collection; Rest (music); Work force; Official statistics","score_opus":0.06531557580822993,"score_gpt":0.3227229497925728,"score_spread":0.2574073739843429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930209038","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009884126,0.00006534868,0.00007403353,0.00011037788,0.0035622125,0.00039040635,0.99454254,0.00017668057,0.00008996073],"genre_scores_gemma":[0.00013702095,0.00028351555,0.000071317474,0.00035525876,0.00079176395,0.000051857765,0.9968234,0.000048848906,0.0014370447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965758,0.0007370143,0.00049884256,0.0010892331,0.00050969893,0.00058945006],"domain_scores_gemma":[0.99672973,0.00031284554,0.00030198603,0.0024201008,0.00006074039,0.00017458385],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011629935,0.00042489448,0.0005264275,0.00020514903,0.00031101698,0.0010418189,0.004426414,0.00021036105,0.005584599],"category_scores_gemma":[0.00031762652,0.00035466335,0.0000517459,0.00031609825,0.00015623069,0.00048263336,0.0019316258,0.00041717876,0.010721258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014687101,0.00002604116,0.00000791483,0.0002628991,0.000029057943,0.000027814673,0.000094222116,0.0000012494172,0.0034733992,0.000026545587,0.9957489,0.00015508613],"study_design_scores_gemma":[0.00020011161,0.00015248002,0.0006272643,0.00009173228,0.00003556706,0.000012932865,0.000036906575,0.000017417626,0.00051948783,0.0007413485,0.9970816,0.000483175],"about_ca_topic_score_codex":0.083442226,"about_ca_topic_score_gemma":0.09209812,"teacher_disagreement_score":0.008655897,"about_ca_system_score_codex":0.000031409647,"about_ca_system_score_gemma":0.00022682548,"threshold_uncertainty_score":0.9999952},"labels":[],"label_agreement":null},{"id":"W6930834978","doi":"10.5281/zenodo.14655571","title":"Figs 32–35 in Anthomyza gilviventris in Palaearctic Region: integrative taxonomy, variability and habitat associations of North European population (Diptera: Anthomyzidae)","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Paratype; Habitat; Population; Holotype; European population; Scale (ratio)","score_opus":0.04347497264227468,"score_gpt":0.24747854390955465,"score_spread":0.20400357126727997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930834978","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10307678,0.000710162,0.00085641013,0.000744622,0.0010577494,0.0034070052,0.0027842603,0.0015016566,0.88586134],"genre_scores_gemma":[0.97948915,0.00028258294,0.0002678358,0.00003993199,0.0001811373,6.668904e-7,0.0015247039,0.0019140447,0.016299924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996677,0.0016479457,0.00052032387,0.0005873146,0.00027017074,0.00029726117],"domain_scores_gemma":[0.9990715,0.00004304528,0.0002863299,0.0003248306,0.00018246994,0.00009187377],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011870079,0.00023765786,0.00037443277,0.00055621954,0.0002775252,0.00045626544,0.0004181508,0.00011448797,0.009598872],"category_scores_gemma":[0.0008696053,0.00022248171,0.0000485911,0.00065087044,0.00017816536,0.00018549415,0.00054114306,0.00033167505,0.0013726287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004677001,0.0010966478,0.014930803,0.0032907883,0.00018614628,0.00018077563,0.009491475,0.00008829601,0.008796229,0.0041985647,0.8744127,0.08285988],"study_design_scores_gemma":[0.00048971106,0.0001937487,0.052333053,0.0006482074,0.000026140584,0.000028938914,0.00017518878,0.00008835995,0.00020134861,0.0001686406,0.9452955,0.00035114642],"about_ca_topic_score_codex":0.0009076444,"about_ca_topic_score_gemma":0.00025781916,"teacher_disagreement_score":0.8764124,"about_ca_system_score_codex":0.00025493224,"about_ca_system_score_gemma":0.000008668735,"threshold_uncertainty_score":0.9994049},"labels":[],"label_agreement":null},{"id":"W6930956494","doi":"10.5281/zenodo.3815603","title":"Pungentus marietani Altherr 1950","year":2013,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conoid; Dorsum; Chord (peer-to-peer); Hook; Tapering; Merge (version control)","score_opus":0.03172610316829105,"score_gpt":0.22250561256502607,"score_spread":0.19077950939673502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930956494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51157945,0.0002066343,0.0018227858,0.0030155,0.0009931384,0.001146331,0.00011948569,0.0027296245,0.47838706],"genre_scores_gemma":[0.99295056,0.000048530594,0.00028400702,0.00042025986,0.00021244345,1.3362067e-7,0.00020265268,0.00073883834,0.0051425663],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985968,0.00028888317,0.00020836135,0.00029615994,0.00026637185,0.0003434556],"domain_scores_gemma":[0.99909097,0.000008760002,0.000070280126,0.00030216604,0.00036784535,0.0001599694],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041329957,0.00011282902,0.00011235065,0.00008444111,0.0016017937,0.0014625102,0.0006357543,0.000050922274,0.31452003],"category_scores_gemma":[0.00019847119,0.00010009422,0.000031068714,0.00022326261,0.000119086806,0.0003477834,0.0005194134,0.00010589562,0.10148324],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004744407,0.00007306332,0.0000023264304,0.000044028628,0.0000107637725,0.0000024172132,0.00082225323,0.000009657303,0.69355506,0.0027095242,0.25520983,0.047513604],"study_design_scores_gemma":[0.00019126918,0.00013953802,0.00030414204,0.000008275871,0.000004397447,0.00004164991,0.0001415629,0.000096552234,0.032195915,0.00032820253,0.9664128,0.00013573705],"about_ca_topic_score_codex":0.00017520097,"about_ca_topic_score_gemma":5.59671e-7,"teacher_disagreement_score":0.7112029,"about_ca_system_score_codex":0.00007526615,"about_ca_system_score_gemma":0.0000026185978,"threshold_uncertainty_score":0.999698},"labels":[],"label_agreement":null},{"id":"W6940051485","doi":"10.6084/m9.figshare.8872373","title":"Renseignements et documents à caractère personnel à des fins de recherche: quand mœurs, éthique et droit s'entremêlent !","year":2019,"lang":"fr","type":"other","venue":"Figshare","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Personally identifiable information; Access to information; Commission; Information access; Confidentiality","score_opus":0.1958396179335412,"score_gpt":0.3506700274364525,"score_spread":0.15483040950291127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6940051485","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013352921,0.004265367,0.000035271973,0.001154262,0.0027277826,0.0027139373,0.2496562,0.00045392622,0.72564036],"genre_scores_gemma":[0.011626559,0.00082364364,0.0015385386,0.0038459895,0.0005536649,0.0004444041,0.033821154,0.0003890134,0.94695705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949594,0.0022636238,0.0005083836,0.000871169,0.0004896194,0.00090779836],"domain_scores_gemma":[0.9981411,0.0002671445,0.0004757987,0.0005977823,0.00022528182,0.00029287697],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00097237225,0.0006729687,0.0006282182,0.00015363237,0.00026636495,0.00079034024,0.0006695579,0.0013113813,0.8614273],"category_scores_gemma":[0.0021344905,0.00064342277,0.00019558557,0.00020677387,0.000048683727,0.00037876784,0.00030124726,0.0008100633,0.03847029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021068801,0.00027282033,0.00010667572,0.0036521167,0.00014832529,0.000049409322,0.0139951585,0.000055845798,0.028607871,0.00071406853,0.94984025,0.0023467643],"study_design_scores_gemma":[0.00078473624,0.00028170273,0.0005140477,0.01061781,0.00005651576,0.00004632136,0.0007422127,0.00006449046,0.020293726,0.00041653938,0.9653047,0.0008772265],"about_ca_topic_score_codex":0.0032762764,"about_ca_topic_score_gemma":0.002478902,"teacher_disagreement_score":0.82295704,"about_ca_system_score_codex":0.0013341876,"about_ca_system_score_gemma":0.000879967,"threshold_uncertainty_score":0.9999851},"labels":[],"label_agreement":null},{"id":"W6964228513","doi":"10.21776/7tvhwy60","title":"ANALISIS FOTO MAKRO TERHADAP KEKASARAN BAJA ST 60 HASIL PEMBUBUTAN FACING DI MESIN CNC HARDINGE","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Surface roughness; Surface finish; Cnc milling; Macro; Numerical control; Machine tool; Process (computing)","score_opus":0.2354564792413549,"score_gpt":0.5226961986511359,"score_spread":0.287239719409781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964228513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96629375,0.0059755384,0.00090480235,0.00064980285,0.0027083184,0.00066065683,0.00012641582,0.00015785126,0.022522861],"genre_scores_gemma":[0.99436283,0.001752776,0.00020334053,0.00072781334,0.00022497805,0.000065694156,0.000013176138,0.000053147553,0.0025962496],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9959586,0.00061422784,0.0012178778,0.0007302676,0.00080887845,0.0006701011],"domain_scores_gemma":[0.99779904,0.00018301744,0.0007084556,0.0006368539,0.00038892208,0.00028372058],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019756637,0.00048182037,0.001074063,0.00085297244,0.00081881153,0.004758237,0.002739999,0.00017752354,0.04443158],"category_scores_gemma":[0.00037008032,0.0004074545,0.0002575359,0.0011644276,0.00020580894,0.002616783,0.0010630873,0.00033084367,0.000059516333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000417878,0.00013210604,0.05710518,0.00020290108,0.00011494285,0.00003115099,0.0002450283,0.00013619689,0.8907272,0.00018604324,0.047412332,0.003289036],"study_design_scores_gemma":[0.0006758008,0.000023069573,0.14213894,0.0007073395,0.00012025658,0.000017825967,0.00032728107,0.00012571551,0.80025804,0.0016647283,0.053303633,0.0006373723],"about_ca_topic_score_codex":0.0029455975,"about_ca_topic_score_gemma":0.00020025195,"teacher_disagreement_score":0.09046916,"about_ca_system_score_codex":0.00021671299,"about_ca_system_score_gemma":0.00021841201,"threshold_uncertainty_score":0.99983776},"labels":[],"label_agreement":null},{"id":"W6966553292","doi":"10.4224/40000009","title":"Copy of Purolator Shipping slip, to Paul Haslip, HM+E Design from Bonnie Bullock, National Research Council Canada (photograph of Dr. Gerhard Herzberg)","year":2003,"lang":"en","type":"article","venue":"NRC Digital Repository","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Research council; Research centre","score_opus":0.11153252685970791,"score_gpt":0.2685234420369128,"score_spread":0.1569909151772049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6966553292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406484,0.00031261827,0.00013375198,0.00008227363,0.0014261823,0.00037406193,0.00015130556,0.00004687385,0.05682457],"genre_scores_gemma":[0.996675,0.0000045945662,0.00044204365,0.00009471917,0.00010797327,0.00003981713,0.000003141342,0.000023037685,0.0026096315],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9938365,0.00029384307,0.0005585952,0.00038985634,0.0045557166,0.00036544792],"domain_scores_gemma":[0.9944477,0.00031268137,0.00016610809,0.00027913516,0.0045982767,0.00019611944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025972805,0.00017024137,0.0002962761,0.00010051009,0.00019311682,0.00025603373,0.0003112692,0.00009318339,0.00034245793],"category_scores_gemma":[0.003025051,0.0001560085,0.00006231592,0.00034051947,0.0001549842,0.0002769015,0.000063970154,0.00011974266,0.000023950533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046019297,0.00008371228,0.00077935314,0.00004984966,0.00002994987,0.0000121913745,0.00028168695,0.00011438557,0.9256532,0.00015658134,0.072272375,0.00010652424],"study_design_scores_gemma":[0.00022382522,0.00016771854,0.0004566968,0.00006368608,0.000005681144,0.000013592636,0.00013314713,0.000013882881,0.822207,0.0002466062,0.17629491,0.00017329658],"about_ca_topic_score_codex":0.11579827,"about_ca_topic_score_gemma":0.021014806,"teacher_disagreement_score":0.10402253,"about_ca_system_score_codex":0.0013488389,"about_ca_system_score_gemma":0.0060947207,"threshold_uncertainty_score":0.9995398},"labels":[],"label_agreement":null},{"id":"W6969275258","doi":"10.5281/zenodo.7767868","title":"Fig. 7 in Seven new species of Lasioglossum (Dialictus) Robertson, 1902 (Hymenoptera: Halictidae: Halictini) from the Yucatán Peninsula, Mexico","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dorsum; Ecological succession; Taxonomy (biology); Taxon","score_opus":0.03784918107815029,"score_gpt":0.24082283890484554,"score_spread":0.20297365782669524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969275258","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007993545,0.00068364706,0.00018480692,0.0021162075,0.0017218982,0.0011386387,0.0018483085,0.002538515,0.98177445],"genre_scores_gemma":[0.06847697,0.0012814916,0.00026965732,0.00047008306,0.002048675,6.0261e-7,0.001968891,0.01179102,0.9136926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973381,0.00060589943,0.00049606524,0.0005786798,0.00053801655,0.0004432029],"domain_scores_gemma":[0.99858284,0.000064851,0.0003329912,0.0007012501,0.00017035945,0.0001477182],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006338638,0.00029995752,0.00040703893,0.00028011855,0.00063192414,0.0007959458,0.0014551609,0.00020197064,0.23179473],"category_scores_gemma":[0.0006083019,0.00024274961,0.00007836079,0.0006074072,0.00022519792,0.00015018099,0.0009775118,0.00028015272,0.014033967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009393695,0.00006202208,0.000015926555,0.00005029371,0.000039632836,0.000007276511,0.002480494,0.000018380364,0.020735197,0.0007282433,0.9729136,0.0028549812],"study_design_scores_gemma":[0.00041971853,0.00010150869,0.0004630668,0.00024204316,0.000019389667,0.000009761095,0.000290725,0.00001930934,0.0074239443,0.00007831438,0.9906768,0.0002554041],"about_ca_topic_score_codex":0.010048142,"about_ca_topic_score_gemma":0.00028032166,"teacher_disagreement_score":0.21776077,"about_ca_system_score_codex":0.00012795553,"about_ca_system_score_gemma":0.000017208487,"threshold_uncertainty_score":0.99654406},"labels":[],"label_agreement":null},{"id":"W6969343781","doi":"10.5281/zenodo.5907821","title":"Whale and Leatherback Sea Turtles Incidental Entrapment in Fishing Gear in Newfoundland and Labrador and a Summary of the Whale Release and Strandings Program During 2006.","year":2007,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Whale; Fishing; Entrapment; Fish <Actinopterygii>; Bycatch; Commercial fishing","score_opus":0.027371765798680774,"score_gpt":0.2508768362403896,"score_spread":0.2235050704417088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969343781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933533,0.0012180466,0.0000018273394,0.000110002205,0.00007708772,0.00059864094,0.00010432538,0.00006874787,0.0044679972],"genre_scores_gemma":[0.99443096,0.0041968613,0.00005061992,0.000017131124,0.0000623197,2.0734527e-7,0.000076240045,0.00025524988,0.0009104374],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846715,0.00022572663,0.00032528854,0.00037008524,0.00034759915,0.0002641408],"domain_scores_gemma":[0.9994702,0.000019618004,0.00014635113,0.0001434526,0.00012048837,0.00009993863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010310627,0.00015956248,0.0002318319,0.00017823932,0.00049545517,0.00079509313,0.00019507567,0.000106927204,0.00079007365],"category_scores_gemma":[0.00020512094,0.00013127367,0.000016041631,0.00019645663,0.00027881327,0.00025917913,0.00068040256,0.00023806632,0.000010621152],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030086082,0.00090808887,0.06536802,0.013103079,0.00016657861,0.00031875397,0.03964713,0.00003705424,0.59659314,0.00027164668,0.018052397,0.26252547],"study_design_scores_gemma":[0.0042013135,0.0008994507,0.3869907,0.0028789483,0.00007402933,0.0018933885,0.0029645362,0.00019827655,0.02290592,0.000092396716,0.57587874,0.0010223069],"about_ca_topic_score_codex":0.0030787499,"about_ca_topic_score_gemma":0.00035102287,"teacher_disagreement_score":0.57368726,"about_ca_system_score_codex":0.0001665876,"about_ca_system_score_gemma":0.00001315281,"threshold_uncertainty_score":0.86507523},"labels":[],"label_agreement":null},{"id":"W6976618665","doi":"10.60692/3rw6g-9w225","title":"Interactive effects of multiple stressors vary with consumer interactions, stressor dynamics and magnitude","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Saskatchewan; Wildlife Conservation Society Canada","funders":"","keywords":"Stressor; Population; Dynamics (music); Interaction; Ecosystem; Stress (linguistics)","score_opus":0.012257345181074677,"score_gpt":0.19852130322279088,"score_spread":0.1862639580417162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976618665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963298,0.0000064191017,0.0015124567,0.000017948687,0.0006771583,0.00039248884,0.00027803305,0.00010419701,0.00068150915],"genre_scores_gemma":[0.99937665,2.6645628e-7,0.00019157313,0.00004615594,0.000015398797,0.00015788694,0.000026509544,0.000008841976,0.00017670731],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989568,0.00017242284,0.00036506614,0.00012566827,0.00023687363,0.00014318542],"domain_scores_gemma":[0.9992899,0.00003416596,0.00034253023,0.00015985925,0.00012400278,0.000049596514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015176614,0.00013372158,0.00020092998,0.00016866668,0.00023856356,0.00012103647,0.000109135035,0.000024777677,0.0002593385],"category_scores_gemma":[0.000023856772,0.00010177386,0.000023428163,0.00011573498,0.000051424802,0.00063179777,0.0001208474,0.00009501752,0.000050871127],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010658987,0.00012007871,0.5009087,0.0112037035,0.00053335755,0.000042437146,0.44997278,0.0047349907,0.014898878,0.0013555202,0.00066364615,0.0049069235],"study_design_scores_gemma":[0.010147153,0.0019614014,0.10593854,0.001345227,0.00030005747,0.0007681692,0.21925426,0.056518927,0.59968406,0.0000047341064,0.0025332351,0.0015442077],"about_ca_topic_score_codex":0.00011347977,"about_ca_topic_score_gemma":0.000005962568,"teacher_disagreement_score":0.5847852,"about_ca_system_score_codex":0.00012162186,"about_ca_system_score_gemma":0.000024763987,"threshold_uncertainty_score":0.41502175},"labels":[],"label_agreement":null},{"id":"W6976973477","doi":"10.6084/m9.figshare.16449273.v1","title":"Gas Mask Strain: The Ultimate Guide!","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Haze; Amnesia; Product (mathematics); Strain (injury); Bit (key)","score_opus":0.05439162186008951,"score_gpt":0.2672374956177713,"score_spread":0.21284587375768182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976973477","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049955983,0.002048858,0.00001290265,0.009311639,0.0027530806,0.00082501373,0.57319456,0.0011972828,0.36070067],"genre_scores_gemma":[0.80837804,0.000054970158,0.0012837347,0.011715026,0.0023023859,0.00066425285,0.08271155,0.00012373073,0.09276633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993312,0.0000719342,0.00012785531,0.00015680687,0.00013500464,0.00017721733],"domain_scores_gemma":[0.99957734,0.000031261752,0.00003850956,0.00021202955,0.00010158577,0.00003924076],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000656658,0.00007681145,0.000076057244,0.000008202522,0.0001710755,0.00024927166,0.00017795968,0.000035930527,0.81526256],"category_scores_gemma":[0.00036953032,0.000048285507,0.00003369659,0.00008265762,0.000007555032,0.00008751725,0.00008776232,0.000047729944,0.014131155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058072433,0.000009136569,0.000001412576,0.000054505377,0.0000026660134,0.0000150063,0.00021366274,0.000014476015,0.36203906,0.00007115931,0.63609904,0.0014740691],"study_design_scores_gemma":[0.000050984567,0.000008312699,0.00009467363,0.000082452614,0.0000015267167,0.000021656004,0.000064788386,0.000040395298,0.36905366,0.00006196071,0.63045716,0.00006245328],"about_ca_topic_score_codex":0.000015672553,"about_ca_topic_score_gemma":0.000024410987,"teacher_disagreement_score":0.8011314,"about_ca_system_score_codex":0.000014641173,"about_ca_system_score_gemma":0.000065359935,"threshold_uncertainty_score":0.98663646},"labels":[],"label_agreement":null},{"id":"W6980201057","doi":"","title":"Berkshire Hills Reports 17% Increase in Third Quarter Core EPS; Dividend Declared - NYSE (NYSE0001) News","year":2015,"lang":"en","type":"other","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Dividend; Core (optical fiber); Listed company","score_opus":0.03204671839955006,"score_gpt":0.26402607168559517,"score_spread":0.2319793532860451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980201057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017921701,0.0009230091,0.00001509791,0.000280477,0.0027592655,0.0007723821,0.00014398202,0.00070625974,0.9764778],"genre_scores_gemma":[0.013761473,0.00009813385,0.0005256128,0.0010698119,0.00076076336,0.00008873596,0.0002483088,0.00029595467,0.9831512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997169,0.00023576232,0.0007611813,0.00077736017,0.00053518417,0.0005214898],"domain_scores_gemma":[0.99833494,0.00002949055,0.00044510336,0.00079602975,0.0000933286,0.00030109985],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070659036,0.00049338775,0.0007325248,0.00030631837,0.00007039584,0.00028574094,0.000325527,0.00056551205,0.075531445],"category_scores_gemma":[0.00019078098,0.00036864518,0.000083730316,0.00022858781,0.0001235122,0.00019219924,0.00015732922,0.00020991122,0.0014783152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009746889,0.00007170953,0.00050028163,0.00009624522,0.000012968908,0.00021202065,0.0002547157,0.0000013218911,0.0076150694,0.000038073267,0.99099946,0.00010067435],"study_design_scores_gemma":[0.0004330492,0.00010014818,0.00011185019,0.0002736837,0.00002906655,0.0001289261,0.00012566472,0.0000059911813,0.0029868276,0.0004280443,0.9947806,0.00059617206],"about_ca_topic_score_codex":0.03912727,"about_ca_topic_score_gemma":0.031117786,"teacher_disagreement_score":0.07405313,"about_ca_system_score_codex":0.00012658906,"about_ca_system_score_gemma":0.00026479078,"threshold_uncertainty_score":0.99987656},"labels":[],"label_agreement":null},{"id":"W6980416862","doi":"","title":"Canadian House of Commons : CSPAN : April 1, 2012 9:00pm-9:30pm EDT","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); House of Commons; Commons; Work (physics); Agency (philosophy)","score_opus":0.007922275452736114,"score_gpt":0.17714221940432281,"score_spread":0.1692199439515867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980416862","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036317212,0.0005878904,2.1475896e-7,0.00017965068,0.001102196,0.00036832748,0.00041223396,0.000218018,0.9967683],"genre_scores_gemma":[0.009768719,0.00014379887,0.00036527572,0.00020146024,0.0002617462,0.0000150039405,0.00007347578,0.00014819416,0.9890223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981865,0.00012912351,0.00067897624,0.00016669254,0.00035764047,0.0004810397],"domain_scores_gemma":[0.9984585,0.000041749438,0.0006127634,0.0004304496,0.00015251695,0.00030402196],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033440164,0.00032926857,0.00051031087,0.00014386806,0.00009841965,0.00006534427,0.00042502573,0.00042628002,0.8014914],"category_scores_gemma":[0.00006036954,0.00030139476,0.00011645019,0.000011392362,0.00016976833,7.165361e-7,0.00007924948,0.00016843258,0.026493354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055430046,0.000032318563,0.0000054990774,0.00044532062,0.000023381166,0.0000020971065,0.0002117403,0.000023234228,0.00007119607,0.000054996548,0.99851346,0.0005613168],"study_design_scores_gemma":[0.00024291722,0.00009067234,0.0000099781155,0.00016070074,0.0000446958,0.000032087264,0.00005742249,0.0000014637877,0.0011668621,0.000004622232,0.9978638,0.00032475652],"about_ca_topic_score_codex":0.48399273,"about_ca_topic_score_gemma":0.35742056,"teacher_disagreement_score":0.774998,"about_ca_system_score_codex":0.00009063615,"about_ca_system_score_gemma":0.00012157368,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W6980429208","doi":"","title":"Candidates sought to serve on the Canadian Commission on Construction Materials Evaluation","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Government (linguistics); Agency (philosophy); Work (physics)","score_opus":0.07237478984207932,"score_gpt":0.2591959306633486,"score_spread":0.1868211408212693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980429208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8926122,0.0000016458067,0.000003679916,0.0021354733,0.0013024546,0.00037658948,0.0000338099,0.000043503464,0.103490636],"genre_scores_gemma":[0.9978194,0.0000013689278,0.00026331196,0.0010834327,0.00012789466,0.00006987524,0.0000093630015,0.000010335185,0.0006149668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888176,0.00029375538,0.00016012922,0.00018571937,0.000269941,0.00020872598],"domain_scores_gemma":[0.99945146,0.000021325804,0.000054483415,0.00022223538,0.00011762807,0.00013289716],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008188974,0.00010595315,0.00009846686,0.00007434955,0.00045084738,0.00015036775,0.00015766505,0.00006098681,0.05262321],"category_scores_gemma":[0.0001247474,0.000064832115,0.000014821356,0.000091380934,0.000049140435,0.000067095054,0.000018930694,0.000047301022,0.0018946985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002022176,0.000013510476,0.000051831208,0.000005526596,0.0000029689336,6.4479457e-7,0.000916977,0.0000052273117,0.974918,0.012209843,0.010478426,0.001194843],"study_design_scores_gemma":[0.00010585176,0.00017004373,0.0010422575,0.00003310957,0.000007215086,0.00000383708,0.00008632703,0.000025964902,0.9800765,0.0042842347,0.014064522,0.00010016655],"about_ca_topic_score_codex":0.04726547,"about_ca_topic_score_gemma":0.04231832,"teacher_disagreement_score":0.10520724,"about_ca_system_score_codex":0.00015487318,"about_ca_system_score_gemma":0.00012563451,"threshold_uncertainty_score":0.9988824},"labels":[],"label_agreement":null},{"id":"W6980635382","doi":"","title":"Communicating consanguinity : mediated identities in Alistair MacLeod's No Great Mischief and Margaret Laurence's The Diviners","year":2007,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Postmodernism; Orality; Criticism; Context (archaeology); Irony; Conceptualization; Modernism (music); Liminality; Hybridity; Identity (music)","score_opus":0.0165686404733501,"score_gpt":0.22925164778696347,"score_spread":0.21268300731361336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980635382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98078704,0.0004551384,0.00000432479,0.00044553066,0.000450377,0.0002416735,0.000064765685,0.000059442296,0.0174917],"genre_scores_gemma":[0.9953057,0.00062777486,0.00018732746,0.00006314595,0.000042453106,0.0000010708709,0.00023794368,0.000018594972,0.0035159516],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99880505,0.00027018282,0.00017099427,0.00023709385,0.00028228198,0.0002343899],"domain_scores_gemma":[0.99900526,0.00016008063,0.00029228974,0.00030325554,0.00018268789,0.00005644518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059273455,0.00019328156,0.0003173579,0.00015884994,0.00041980876,0.000095639596,0.00054224033,0.00019838643,0.00042216235],"category_scores_gemma":[0.000122945,0.0001807202,0.000050889506,0.0001707465,0.00035487884,0.00019196882,0.00015054467,0.00025648598,0.000059041296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008661476,0.000708929,0.28361934,0.0078059454,0.0005678593,0.00045050168,0.07686475,0.000047448568,0.49152997,0.01143626,0.11427091,0.004036604],"study_design_scores_gemma":[0.0024661785,0.0003905959,0.67235917,0.001344144,0.00027837715,0.000025868274,0.2393018,0.00035982806,0.01636672,0.0004882367,0.065143116,0.0014759711],"about_ca_topic_score_codex":0.03237253,"about_ca_topic_score_gemma":0.7302401,"teacher_disagreement_score":0.6978676,"about_ca_system_score_codex":0.00006898351,"about_ca_system_score_gemma":0.000065284155,"threshold_uncertainty_score":0.97407097},"labels":[],"label_agreement":null},{"id":"W6980844936","doi":"","title":"Cultures of Indigenous Diplomacy – A Digital Conference. Presentations Playlist","year":2022,"lang":"en","type":"other","venue":"Repository@Hull (Worktribe) (University of Hull)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Diplomacy; Sovereignty; Clan; Politics; Alliance; Power (physics)","score_opus":0.01046886758156432,"score_gpt":0.21033224766029646,"score_spread":0.19986338007873214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980844936","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10906651,0.00095921126,0.00018501341,0.00006872683,0.00126491,0.0008755516,0.0011948008,0.00039078196,0.8859945],"genre_scores_gemma":[0.42593983,0.00012907543,0.00027520652,0.000012512326,0.00017389926,0.0000028968138,0.00024982716,0.00010127655,0.57311547],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983739,0.00015842853,0.0002671944,0.00042570115,0.00050324184,0.00027151877],"domain_scores_gemma":[0.99861366,0.00003553315,0.0006930242,0.0004150878,0.00013087424,0.00011184737],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000088893015,0.00026839733,0.00053980754,0.00024264192,0.00043324707,0.00012172995,0.0006648907,0.00022925063,0.020235728],"category_scores_gemma":[0.000017229537,0.00027796227,0.00017824527,0.00024831478,0.00034442343,0.00019487053,0.00029624402,0.00018709479,0.00006243958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012556725,0.000975238,0.0029400708,0.0013088782,0.0006304883,0.00025227678,0.017339604,0.00011312161,0.14772175,0.002965476,0.8236526,0.0008447992],"study_design_scores_gemma":[0.0009192047,0.00042065754,0.0005397679,0.00019881404,0.00021753185,0.000066438246,0.005155425,0.00001270001,0.015686506,0.00013244808,0.97599924,0.00065123994],"about_ca_topic_score_codex":0.0045700427,"about_ca_topic_score_gemma":0.0003673293,"teacher_disagreement_score":0.3168733,"about_ca_system_score_codex":0.00008488362,"about_ca_system_score_gemma":0.00020990148,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W6980926130","doi":"","title":"De la pensée et de l'action : l'engagement de jeunes dans le mouvement anti/altermondialiste au Québec","year":2005,"lang":"fr","type":"other","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Identity (music); Field (mathematics); Subject (documents); Context (archaeology)","score_opus":0.010298343105473314,"score_gpt":0.20406664773136685,"score_spread":0.19376830462589353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980926130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7594992,0.0028190585,0.0021582933,0.00167853,0.0015219897,0.00041467347,0.0000674563,0.00019991965,0.23164088],"genre_scores_gemma":[0.6387558,0.00071558444,0.0010670006,0.0003873842,0.0006239551,0.000038898528,0.000028663964,0.000069047404,0.35831365],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633896,0.0014374115,0.00041107263,0.00060507527,0.0004693877,0.000738086],"domain_scores_gemma":[0.99862605,0.000108153836,0.00040219433,0.00037047852,0.00010051831,0.00039262706],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001082295,0.00048350717,0.00041170072,0.00024361127,0.005744238,0.00028689482,0.00046553835,0.0004465936,0.002998217],"category_scores_gemma":[0.00007593341,0.0005344543,0.0002252047,0.00015157142,0.0007106638,0.00034573502,0.00026292924,0.0003653991,0.0001876374],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00059280306,0.00050897995,0.022733433,0.00034979125,0.0002803501,0.00081612595,0.056620765,0.008904288,0.86250263,0.040302604,0.003544695,0.0028435334],"study_design_scores_gemma":[0.0009193766,0.00012483349,0.061510187,0.00025152,0.00024886001,0.00097261445,0.009539949,0.0005652451,0.12524165,0.0000960975,0.79989785,0.0006317933],"about_ca_topic_score_codex":0.80063015,"about_ca_topic_score_gemma":0.3348001,"teacher_disagreement_score":0.79635316,"about_ca_system_score_codex":0.02379917,"about_ca_system_score_gemma":0.010020903,"threshold_uncertainty_score":0.9997107},"labels":[],"label_agreement":null},{"id":"W6982270615","doi":"","title":"How not to do it\"; a short sermon on the Canadian militia.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sermon; Power (physics); Government (linguistics); Field (mathematics)","score_opus":0.012313602534480559,"score_gpt":0.17904948670324936,"score_spread":0.1667358841687688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982270615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5434624,0.0000010349692,0.000044553868,0.41802356,0.0003568076,0.0002441905,0.000038309052,0.00014938775,0.037679743],"genre_scores_gemma":[0.88472664,0.0000071376935,0.0001985307,0.00524079,0.000105611376,0.0000010948236,0.0000055871214,0.000015815047,0.10969878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987853,0.0002464361,0.00006543999,0.00031937857,0.00021397568,0.00036943407],"domain_scores_gemma":[0.999174,0.000046745874,0.000026192138,0.00036593305,0.000035589517,0.00035154616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000115365954,0.00015990033,0.0001466538,0.0001553495,0.0005732767,0.00046822563,0.00048414688,0.000094471034,0.0023064052],"category_scores_gemma":[0.000050158236,0.00012397797,0.00005058045,0.00025770682,0.00008229554,0.00057715527,0.0001187233,0.00011672522,0.00048810345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037450914,0.000031472806,0.0008301475,0.00003031023,0.0000122100255,0.000034472563,0.0017760899,0.000051597846,0.008629105,0.038258757,0.9494823,0.0004890074],"study_design_scores_gemma":[0.000079959726,0.0001393039,0.0020426402,0.00002183677,0.000006832219,2.8060816e-7,0.0005594732,0.000005782414,0.11230979,0.00008675999,0.8845505,0.0001968179],"about_ca_topic_score_codex":0.1564275,"about_ca_topic_score_gemma":0.032121528,"teacher_disagreement_score":0.4127828,"about_ca_system_score_codex":0.000108216394,"about_ca_system_score_gemma":0.00015676914,"threshold_uncertainty_score":0.9986056},"labels":[],"label_agreement":null},{"id":"W6983502088","doi":"","title":"Mould workshop held in Montreal: report now available","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Documentation; Context (archaeology)","score_opus":0.026042155769691044,"score_gpt":0.2479228950705778,"score_spread":0.22188073930088675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983502088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8304021,0.000052311898,0.00008608945,0.0012638643,0.0006432551,0.00012859657,0.000002282078,0.00011819006,0.16730335],"genre_scores_gemma":[0.9607107,0.00002945731,0.0010859582,0.00028424466,0.00011101206,0.000029260114,0.000003419709,0.000011690903,0.03773428],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990891,0.000031088788,0.0002366752,0.00023766367,0.00015830412,0.00024715136],"domain_scores_gemma":[0.9996334,0.000010882576,0.00005566811,0.00020711278,0.000034083067,0.000058884878],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030476492,0.00009174126,0.00013897501,0.000049574064,0.00006490998,0.00009085799,0.00012254601,0.00007258946,0.015232492],"category_scores_gemma":[0.000072672265,0.000075954595,0.000022857683,0.0001409881,0.000037625683,0.00014559567,0.000040251212,0.000075179225,0.0028301398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069229165,0.000054763183,0.000208105,0.0000148279505,0.0000014816404,0.00014254251,0.00023586802,0.0001595154,0.98240554,0.00028361936,0.01596404,0.00046047557],"study_design_scores_gemma":[0.0005142015,0.00004824238,0.0006859311,0.000052889576,0.0000036660774,0.00014158584,0.000060594546,0.000032996184,0.93559635,0.0072777867,0.055390563,0.00019518459],"about_ca_topic_score_codex":0.0013439065,"about_ca_topic_score_gemma":0.0025707243,"teacher_disagreement_score":0.13030861,"about_ca_system_score_codex":0.00006411287,"about_ca_system_score_gemma":0.000050516,"threshold_uncertainty_score":0.99794626},"labels":[],"label_agreement":null},{"id":"W6986947083","doi":"","title":"Rockwell, Alberta Florence. (Birth, 1911-07-25)","year":2012,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Natural (archaeology); Government (linguistics); Identification (biology)","score_opus":0.029548981936817473,"score_gpt":0.2529167471221302,"score_spread":0.2233677651853127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986947083","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013613424,0.00057895924,0.000026470192,0.0002536699,0.003744212,0.00055449654,0.000037026435,0.00041821366,0.9807735],"genre_scores_gemma":[0.17116998,0.00034428752,0.000026268412,0.000017477063,0.0020177236,0.000005915601,0.00001667495,0.00025043028,0.82615125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99552774,0.0010013075,0.0002901682,0.00090316776,0.00091103284,0.0013665792],"domain_scores_gemma":[0.9979617,0.00014270113,0.00023551546,0.0009462384,0.00012793437,0.0005858864],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057515997,0.0004582151,0.0005610878,0.001135032,0.00073189155,0.00034862212,0.0012701794,0.00055969396,0.058328394],"category_scores_gemma":[0.00006586858,0.00044394407,0.00018136029,0.00071959506,0.00066826504,0.00033737862,0.0005744943,0.0006405148,0.007289684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004963408,0.00020722927,0.0031172845,0.00043474886,0.0001492948,0.00037883176,0.00038015028,0.0000024101819,0.12254551,0.006240854,0.86558825,0.00045908993],"study_design_scores_gemma":[0.00033925823,0.00019752517,0.00030526225,0.000121569625,0.000031772714,0.00003812049,0.00016213385,0.0000046864984,0.071718,0.000063479696,0.9265219,0.00049630436],"about_ca_topic_score_codex":0.13508788,"about_ca_topic_score_gemma":0.031447716,"teacher_disagreement_score":0.15755655,"about_ca_system_score_codex":0.00050433684,"about_ca_system_score_gemma":0.00056660845,"threshold_uncertainty_score":0.9998012},"labels":[],"label_agreement":null},{"id":"W6987202620","doi":"","title":"Skyharbour Resources Ltd. Invites You to Join Us at the Vancouver Resource Investment Conference - Commodities (COMMODIT) News","year":2020,"lang":"en","type":"other","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Join (topology); Investment (military); Resource (disambiguation); Government (linguistics)","score_opus":0.029190420561276808,"score_gpt":0.22652331927557887,"score_spread":0.19733289871430207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987202620","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008943478,0.0006013364,0.000047465703,0.0060172,0.0019118355,0.0010084289,0.00036414055,0.00081136386,0.98029476],"genre_scores_gemma":[0.0028869386,0.00008868363,0.0004398179,0.03228374,0.0011155546,0.00016861079,0.000048071943,0.0003208919,0.9626477],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971022,0.0005244375,0.00049938855,0.0007305617,0.00060717494,0.0005362098],"domain_scores_gemma":[0.9984116,0.00008309266,0.00031595025,0.00083047035,0.00004685866,0.00031201312],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002989018,0.00058050576,0.0006522108,0.00014669196,0.00038986828,0.00058257725,0.0009976934,0.0002790946,0.10483838],"category_scores_gemma":[0.00009644739,0.00035649654,0.00011327237,0.00020350318,0.00036423877,0.000076643766,0.0008467111,0.0002495151,0.0036296656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011294391,0.000023725137,0.000033447905,0.00008971792,0.000026125545,0.000004324456,0.001342457,0.000012020637,0.020116797,0.0006373134,0.9774693,0.00013182382],"study_design_scores_gemma":[0.0002239813,0.00015807679,0.000021304784,0.00013727644,0.000030038547,0.000003896366,0.000603543,0.0000142914205,0.036104374,0.00015416421,0.96203613,0.0005129034],"about_ca_topic_score_codex":0.011882774,"about_ca_topic_score_gemma":0.045503847,"teacher_disagreement_score":0.10120871,"about_ca_system_score_codex":0.00013891744,"about_ca_system_score_gemma":0.00008256399,"threshold_uncertainty_score":0.9998887},"labels":[],"label_agreement":null},{"id":"W6988046760","doi":"","title":"Workshop on guidelines and methods for the design and evaluation of rebuilding plans for category 1-2 stocks (WKREBUILD2)","year":2023,"lang":"en","type":"book","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Work (physics); Plan (archaeology)","score_opus":0.1326728402629126,"score_gpt":0.34615296706403115,"score_spread":0.21348012680111855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988046760","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014196564,0.0037207636,0.9440846,0.0035280823,0.0011627874,0.012902066,0.0012826807,0.0006599727,0.018462501],"genre_scores_gemma":[0.091227986,0.014178586,0.6140938,0.00031465205,0.0005052348,0.000025575606,0.00024373895,0.00040378945,0.2790067],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964614,0.0006590361,0.00070908724,0.0009371989,0.0007720304,0.0004612496],"domain_scores_gemma":[0.9921116,0.004645448,0.0009887671,0.00074704515,0.0013169519,0.00019015475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0063055507,0.00050040736,0.0012271137,0.0004634158,0.0005972377,0.000038523183,0.0012535952,0.0010853871,0.000506771],"category_scores_gemma":[0.0014805836,0.000479278,0.00039651836,0.00033706112,0.0014734563,0.00020908932,0.0007561759,0.00048529357,0.000010669766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023116978,0.00065835845,0.00002939831,0.0034978031,0.0011069775,0.000031822758,0.0010115127,0.0037033425,0.50386304,0.027524536,0.33376145,0.1016948],"study_design_scores_gemma":[0.027601087,0.011623549,0.0026350932,0.011096663,0.01815053,0.00025862703,0.0076349406,0.049903415,0.09059148,0.08989705,0.6831066,0.007500932],"about_ca_topic_score_codex":0.00021690836,"about_ca_topic_score_gemma":0.00037328913,"teacher_disagreement_score":0.41327155,"about_ca_system_score_codex":0.0003761163,"about_ca_system_score_gemma":0.00058109045,"threshold_uncertainty_score":0.9997659},"labels":[],"label_agreement":null},{"id":"W6992476916","doi":"","title":"Library Services to Diverse Communities in Europe:&#13;\\nThe Case of the Roma Community in Spain","year":2020,"lang":"en","type":"other","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Reading (process); Reflection (computer programming); Information system; Community education; Social Welfare; Community engagement","score_opus":0.016943805979151284,"score_gpt":0.19103597794710814,"score_spread":0.17409217196795684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992476916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86381614,0.00023566466,0.0000028464692,0.00026934943,0.00046603792,0.0003490207,0.0001414039,0.00011485157,0.13460469],"genre_scores_gemma":[0.8867738,0.00013002724,0.00034266722,0.00018091012,0.00006826429,0.0000012688794,0.00002569985,0.00009577749,0.112381585],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759334,0.0015568607,0.00025736538,0.0001947415,0.00020026467,0.00019744708],"domain_scores_gemma":[0.99883395,0.00007041774,0.00037196837,0.00059996493,0.000042974287,0.00008074358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023153458,0.00023198545,0.0004919664,0.00021763633,0.0005768385,0.00008085349,0.0013048366,0.0001793041,0.0030992539],"category_scores_gemma":[0.000017141076,0.00021399799,0.00008078204,0.0006894458,0.00029321216,0.0002485533,0.0017073746,0.00035366724,0.000029796336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029243939,0.002007581,0.021650717,0.0072338255,0.00027639972,0.0029885597,0.35661328,0.00039714968,0.29361603,0.00068829465,0.30960193,0.002001839],"study_design_scores_gemma":[0.0012165464,0.0005633453,0.007158986,0.0021134499,0.0000761445,0.00019590565,0.15799037,0.00014529156,0.018292673,0.000019781894,0.8114144,0.00081312365],"about_ca_topic_score_codex":0.21067543,"about_ca_topic_score_gemma":0.08572606,"teacher_disagreement_score":0.50181246,"about_ca_system_score_codex":0.00004962975,"about_ca_system_score_gemma":0.00010798466,"threshold_uncertainty_score":0.99781203},"labels":[],"label_agreement":null},{"id":"W6997525412","doi":"","title":"THE 10,000 YEAR PLAN","year":2006,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Work (physics); Radioactive waste; Spent nuclear fuel; Heading (navigation); High-level waste; Energy (signal processing); Metric (unit)","score_opus":0.009367455214642339,"score_gpt":0.15160769463454532,"score_spread":0.142240239419903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997525412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631142,0.000039698043,0.000059801565,0.00022395865,0.00013304253,0.00015750907,0.000909831,0.00016131753,0.03520066],"genre_scores_gemma":[0.94162756,0.000060144735,0.00021850348,0.000019487034,0.000048857848,1.1918506e-8,0.00020246264,0.000014198279,0.057808787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881595,0.00007103192,0.00017298858,0.00031135522,0.00031311,0.00031553593],"domain_scores_gemma":[0.9991219,0.0000784813,0.00025786107,0.0003369144,0.000086988686,0.00011785405],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060707,0.0001859296,0.00027541525,0.00012924703,0.00049224554,0.00011337735,0.00095207366,0.00007056102,0.0040717106],"category_scores_gemma":[0.000008792459,0.00018663667,0.00015099652,0.000352274,0.00063334743,0.0017803356,0.000422706,0.00010436057,0.00079603714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068239355,0.00012924017,0.9686726,0.00004788353,0.000030153129,0.000036522022,0.000039144466,0.000118571166,0.000014003525,0.0006706179,0.027673021,0.0018858506],"study_design_scores_gemma":[0.0004174047,0.00013297738,0.71515846,0.000015319809,0.000021452852,0.000003347178,0.000054503427,0.000022808925,0.0002963867,0.00008576837,0.28360444,0.00018713888],"about_ca_topic_score_codex":0.0011359092,"about_ca_topic_score_gemma":0.0017272447,"teacher_disagreement_score":0.25593144,"about_ca_system_score_codex":0.000028840775,"about_ca_system_score_gemma":0.00010403287,"threshold_uncertainty_score":0.99998194},"labels":[],"label_agreement":null},{"id":"W7006698597","doi":"","title":"Vulnerability of Nigerian Secondary School to Human Sex Trafficking in\\nNigeria","year":2009,"lang":"en","type":"article","venue":"Bioline International (Bioline International)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Windsor","keywords":"Functional illiteracy; Vulnerability (computing); Poverty; Human trafficking; Sex trafficking; Poison control; Suicide prevention; Occupational safety and health; Social vulnerability; Human factors and ergonomics","score_opus":0.01975913722218979,"score_gpt":0.3053757193446025,"score_spread":0.2856165821224127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006698597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765788,0.00005224381,0.0005233841,0.0056524207,0.0028919429,0.00033861998,0.00021890899,0.00013915355,0.013604541],"genre_scores_gemma":[0.9931908,0.000019140258,0.0013796038,0.0018438196,0.0013617086,0.000032840017,0.00023146745,0.000021508982,0.0019190849],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972007,0.00015304702,0.0011671652,0.00059124787,0.00055534986,0.0003324464],"domain_scores_gemma":[0.9986281,0.00006653358,0.00030158422,0.00031434488,0.0005093255,0.00018014855],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009838457,0.00029451167,0.00039270305,0.00050531776,0.00009480201,0.00016829968,0.000995294,0.00013881468,0.009323652],"category_scores_gemma":[0.00054821675,0.00027052677,0.0001366876,0.00024712711,0.000078945486,0.0003656656,0.00014837277,0.0002380396,0.00021560957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003602467,0.00037653148,0.003662115,0.0000137030975,0.00003058865,0.000007592936,0.00036144775,0.0006025345,0.9840648,0.002708441,0.0018777479,0.0059342533],"study_design_scores_gemma":[0.001910169,0.00042762642,0.059970453,0.00021499014,0.000009948665,0.000043208896,0.00019865765,0.0012639109,0.8240279,0.0028274076,0.1083959,0.00070982095],"about_ca_topic_score_codex":0.0006038398,"about_ca_topic_score_gemma":0.00035607844,"teacher_disagreement_score":0.16003689,"about_ca_system_score_codex":0.00031919323,"about_ca_system_score_gemma":0.00014403285,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W7009993504","doi":"","title":"1998 Front Materials: 4th Quarter","year":2017,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Front (military); Gloom; Window (computing)","score_opus":0.03846857148196113,"score_gpt":0.24525638376502804,"score_spread":0.20678781228306692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009993504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98713726,0.000023516463,0.00013714684,0.00092182175,0.00065353944,0.00015804771,0.0000793317,0.0000415848,0.010847782],"genre_scores_gemma":[0.98644215,0.00007065162,0.00065026217,0.000045714456,0.000103602244,5.3352574e-7,0.000008796286,0.000010204702,0.012668114],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99876606,0.00016434758,0.00014623004,0.00030961825,0.00027462604,0.00033909694],"domain_scores_gemma":[0.9989994,0.00002728664,0.00017290405,0.0005768544,0.000096359414,0.00012716692],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058867125,0.00013358926,0.00028183713,0.000086194195,0.0008514853,0.0002121117,0.0007743943,0.00009819466,0.023505095],"category_scores_gemma":[0.000030007135,0.00013618605,0.000063405234,0.000028404289,0.00039614725,0.00073871936,0.00026271594,0.000075974676,0.0042180517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026740937,0.00005206172,0.00060614076,0.00007925614,0.000016709817,0.000032921747,0.002221247,0.0000016558927,0.9848202,0.00034682945,0.009995657,0.0015599496],"study_design_scores_gemma":[0.0014998883,0.00043256735,0.0386847,0.00008590615,0.000036932972,0.000019106794,0.0031410786,0.00009963887,0.8343273,0.00019082006,0.121013604,0.000468495],"about_ca_topic_score_codex":0.008979088,"about_ca_topic_score_gemma":0.0017512148,"teacher_disagreement_score":0.15049289,"about_ca_system_score_codex":0.000041221992,"about_ca_system_score_gemma":0.00005779503,"threshold_uncertainty_score":0.9976202},"labels":[],"label_agreement":null},{"id":"W7010874293","doi":"","title":"'La Bagatelle' (1718-1719)","year":2017,"lang":"en","type":"book","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Period (music); Poetry; Journalism; Narrative; Quarter (Canadian coin); Literary criticism","score_opus":0.04318384721368068,"score_gpt":0.2623387628962972,"score_spread":0.21915491568261652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010874293","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015259349,0.00011603579,0.000852504,0.00043575818,0.00041643728,0.00074273587,0.0010854992,0.00018486755,0.9809068],"genre_scores_gemma":[0.017005438,0.004839741,0.0018708992,0.000019980967,0.00019639835,3.3488374e-7,0.00029549983,0.00007226098,0.9756994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994975,0.0012242196,0.0002638375,0.0010800483,0.0013557071,0.0011012179],"domain_scores_gemma":[0.9963423,0.0005038673,0.0005364628,0.0013423654,0.00070081564,0.0005741615],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0017947112,0.00052020507,0.00093562517,0.001220856,0.0027621381,0.00023348238,0.0038413156,0.00065885374,0.008216443],"category_scores_gemma":[0.00016077611,0.0006282906,0.0004400286,0.00026022806,0.0037543841,0.00084403116,0.0027423583,0.0014938175,0.00046058762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0121553065,0.0007938929,0.00051940494,0.0030751433,0.0008883861,0.0038929333,0.012417629,0.00006995212,0.07084291,0.08642761,0.7694565,0.03946034],"study_design_scores_gemma":[0.0011589379,0.0005297685,0.00031732614,0.00039196786,0.000090141824,0.000028325398,0.0020487455,0.00009048372,0.00078385015,0.004922228,0.98902005,0.00061815645],"about_ca_topic_score_codex":0.0016551501,"about_ca_topic_score_gemma":0.0019095454,"teacher_disagreement_score":0.21956357,"about_ca_system_score_codex":0.00068011304,"about_ca_system_score_gemma":0.0019520995,"threshold_uncertainty_score":0.99961686},"labels":[],"label_agreement":null},{"id":"W7014627516","doi":"","title":"Product design in plastic materials: the widespread application of plastics in consumer goods and society","year":2019,"lang":"en","type":"article","venue":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Omnipresence; Product (mathematics); Product design; Plastics industry; Process (computing); Industrial production; Identification (biology); Production (economics); Quarter (Canadian coin); Industrial design","score_opus":0.022799465722563993,"score_gpt":0.22695647309207875,"score_spread":0.20415700736951475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014627516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973501,0.0000504288,0.0019897602,0.00004642989,0.000075219614,0.00028122167,0.00003265793,0.00001440772,0.00015974935],"genre_scores_gemma":[0.9988798,0.000098499746,0.0009771014,0.000011496886,0.0000039938777,0.0000010803151,0.0000036301608,0.000004353597,0.00002004572],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99827605,0.0010693799,0.00022407074,0.00014867028,0.00014867785,0.00013317462],"domain_scores_gemma":[0.9985966,0.0008601197,0.00021070549,0.0002372345,0.00006881859,0.000026504333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013163103,0.00010855867,0.00034263122,0.00006963946,0.000093185685,0.0000107711485,0.0003230886,0.00010519259,0.00015463635],"category_scores_gemma":[0.0001660232,0.000087421,0.000032591834,0.0001940588,0.00073338783,0.00010470842,0.0002711661,0.00019168443,0.0000064335563],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057157915,0.00021412074,0.0051091886,0.0002437763,0.000008220128,0.0000039192823,0.005191981,0.0005230749,0.98412293,0.0028280453,0.000022832484,0.0011603403],"study_design_scores_gemma":[0.004566764,0.0029713071,0.47450772,0.0005794922,0.00009558884,0.00009105226,0.031357773,0.00695028,0.47394216,0.00299096,0.001147288,0.0007996212],"about_ca_topic_score_codex":0.0010633509,"about_ca_topic_score_gemma":0.00016941024,"teacher_disagreement_score":0.5101808,"about_ca_system_score_codex":0.000020282572,"about_ca_system_score_gemma":0.00002878029,"threshold_uncertainty_score":0.3564925},"labels":[],"label_agreement":null},{"id":"W7017295498","doi":"","title":"Andrea Rheimer on Climate change","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Wilderness; Head (geology); Effects of global warming","score_opus":0.015013185192296608,"score_gpt":0.20655507889185706,"score_spread":0.19154189369956046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017295498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015692326,0.0002314177,1.0412239e-7,0.00008336558,0.0014547786,0.0004183412,0.00018424564,0.00029735584,0.9971735],"genre_scores_gemma":[0.0007721516,0.00047343207,0.00022420876,0.0008212632,0.0004581428,0.000023748591,0.000073039126,0.00011450811,0.9970395],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998468,0.00006012156,0.0004973321,0.00020638586,0.00039243998,0.00037573327],"domain_scores_gemma":[0.99903727,0.000029008017,0.0004476027,0.00029463315,0.000086189735,0.00010527468],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033600556,0.00030860235,0.00036577173,0.00012388921,0.00008289229,0.000082406405,0.00024872628,0.0003633782,0.7970552],"category_scores_gemma":[0.00003757771,0.0002630229,0.000092300776,0.000008154122,0.00010702715,2.3924613e-7,0.00006831576,0.00014511783,0.0802249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018865804,0.000033511762,7.046738e-7,0.0003432382,0.00001209555,0.000006912549,0.000103234524,0.0000035693847,0.00003258139,0.00008533233,0.9973021,0.0018880566],"study_design_scores_gemma":[0.00029378658,0.0002141084,0.0000041352614,0.00028027123,0.000023661913,0.000027447935,0.000025599758,0.0000017118853,0.001455468,0.0000025961715,0.99737084,0.00030039198],"about_ca_topic_score_codex":0.003585808,"about_ca_topic_score_gemma":0.0005337889,"teacher_disagreement_score":0.7168303,"about_ca_system_score_codex":0.00003100467,"about_ca_system_score_gemma":0.000010672115,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W7018853916","doi":"","title":"Éléments réguliers du groupe H₄","year":2004,"lang":"fr","type":"other","venue":"Open MIND","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Natural (archaeology); Feature (linguistics)","score_opus":0.03212531988163984,"score_gpt":0.27057686323946334,"score_spread":0.2384515433578235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018853916","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094048806,0.00029644178,0.000053312797,0.0006463112,0.0063831946,0.0009715954,0.00010309551,0.0000066286843,0.8974906],"genre_scores_gemma":[0.021052798,0.00024184227,0.0035976383,0.00037391327,0.00086328294,0.000043519187,0.000039985654,0.00013621621,0.9736508],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802375,0.00017285452,0.00039771013,0.0006625494,0.0002724595,0.000470655],"domain_scores_gemma":[0.9990897,0.00001487049,0.00025796742,0.00038573085,0.000059966063,0.000191724],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038336788,0.00038404527,0.00047358545,0.0000751837,0.00025001715,0.0012135936,0.0010233476,0.00033897394,0.8069152],"category_scores_gemma":[0.000059861162,0.00033068616,0.000071920316,0.00013756276,0.00021754601,0.00031531235,0.00044161463,0.00013289382,0.07485501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011722964,0.0013120148,0.00057975476,0.0005596725,0.00035085008,0.00022198143,0.010353364,0.00026097285,0.61318284,0.003101328,0.07672815,0.29217678],"study_design_scores_gemma":[0.0007068315,0.00015514635,0.00019009443,0.00031684557,0.00004436927,0.000022580834,0.00005014398,0.000011981977,0.08379195,0.00011420942,0.9141735,0.00042237862],"about_ca_topic_score_codex":0.0039816904,"about_ca_topic_score_gemma":0.0013712512,"teacher_disagreement_score":0.8374453,"about_ca_system_score_codex":0.00026960231,"about_ca_system_score_gemma":0.00032072418,"threshold_uncertainty_score":0.9999145},"labels":[],"label_agreement":null},{"id":"W7019289829","doi":"","title":"Final Report - Chemical Industry Corrosion Management - A Comprehensive Information System (ASSET 2)","year":2008,"lang":"en","type":"report","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal; Oak Ridge National Laboratory; Shell; U.S. Department of Energy","keywords":"Corrosion; Asset (computer security); Asset management; Process (computing); Corrosion monitoring; Industrial equipment; High-temperature corrosion","score_opus":0.024085883331088593,"score_gpt":0.18797159259039198,"score_spread":0.16388570925930337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019289829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941614,0.000042245636,0.00021678378,0.000054970336,0.0006274641,0.00061596,0.0036086875,0.00035212826,0.052867796],"genre_scores_gemma":[0.96186036,0.00053507666,0.0007937424,0.00003334072,0.00010851159,1.2683167e-7,0.006143851,0.000039926017,0.03048506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706745,0.00008670593,0.0006032445,0.00060386513,0.0012131304,0.00042558776],"domain_scores_gemma":[0.9969151,0.000042207354,0.0015585738,0.00064613187,0.0005563812,0.00028160337],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000096384334,0.0004856528,0.0009465835,0.0005557069,0.00036024192,0.00011493587,0.0011217638,0.0005368389,0.001150943],"category_scores_gemma":[0.000018605011,0.00059695606,0.0003622995,0.0005896117,0.000619555,0.0038963538,0.0012593261,0.00054206414,0.00040270155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016988569,0.00034119564,0.8386246,0.0042952383,0.00026069584,0.0028123618,0.00018258097,0.00020560794,0.000010314333,0.000062468374,0.14707981,0.004426289],"study_design_scores_gemma":[0.000876623,0.00020012417,0.515017,0.0005035128,0.0001770578,0.0004916192,0.00021205828,0.000034436704,0.0001960149,0.0000026773512,0.48167098,0.00061794836],"about_ca_topic_score_codex":0.0009185801,"about_ca_topic_score_gemma":0.00008776019,"teacher_disagreement_score":0.33459118,"about_ca_system_score_codex":0.00031289697,"about_ca_system_score_gemma":0.00078606594,"threshold_uncertainty_score":0.9997621},"labels":[],"label_agreement":null},{"id":"W7019318483","doi":"","title":"1991 Front Materials: 2nd Quarter","year":2017,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Front (military); Quarter (Canadian coin); Gloom; Window (computing)","score_opus":0.0390574418003278,"score_gpt":0.2458181337965897,"score_spread":0.2067606919962619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019318483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98737377,0.00002541882,0.00008659235,0.0011546097,0.00066065363,0.00016007444,0.00007972543,0.000039574326,0.010419604],"genre_scores_gemma":[0.98662585,0.00006708106,0.0006302214,0.000043717362,0.0001050706,5.294373e-7,0.000012083098,0.000010282859,0.012505142],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987517,0.00016902573,0.00014863108,0.00031425816,0.00027436673,0.0003420272],"domain_scores_gemma":[0.9989612,0.00002802967,0.00017237525,0.00058130734,0.00012725897,0.00012980384],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00060102507,0.00013489847,0.00028449929,0.00008856109,0.0008682364,0.00021395284,0.00077261246,0.00010108858,0.042320468],"category_scores_gemma":[0.000035527086,0.00013864068,0.000063608524,0.000028852575,0.00041514708,0.0007540405,0.00026664077,0.000076635704,0.0027597938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026692264,0.00005135879,0.0005902535,0.00007813467,0.00001691113,0.000034697674,0.002140264,0.0000016350361,0.9845192,0.00039702424,0.010317709,0.0015859309],"study_design_scores_gemma":[0.0016308886,0.00044955072,0.069441564,0.00008887815,0.000039763774,0.00002117015,0.0035034225,0.00008332,0.78899664,0.00021721626,0.13501772,0.0005098527],"about_ca_topic_score_codex":0.013223186,"about_ca_topic_score_gemma":0.0022027423,"teacher_disagreement_score":0.19552252,"about_ca_system_score_codex":0.00004076823,"about_ca_system_score_gemma":0.000043148615,"threshold_uncertainty_score":0.99801666},"labels":[],"label_agreement":null},{"id":"W7019379930","doi":"","title":"Grizzly Discoveries Commences Drill Testing at Its British Columbia Precious and Battery Metals Projects","year":2022,"lang":"en","type":"other","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drill; Battery (electricity); Materials testing; Product (mathematics)","score_opus":0.030344270827790988,"score_gpt":0.2214425754480656,"score_spread":0.1910983046202746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019379930","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14666677,0.0023032273,0.000004593053,0.00014391392,0.0022445868,0.0011341413,0.0005751769,0.0008204764,0.8461071],"genre_scores_gemma":[0.014770587,0.00023801165,0.00044606818,0.00052535976,0.0002459646,0.0001900665,0.000043780103,0.00018229033,0.98335785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998346,0.00022749793,0.00027084438,0.00053261593,0.00030194412,0.0003211193],"domain_scores_gemma":[0.9994116,0.00007929073,0.00022012727,0.0001834853,0.000031466654,0.0000740383],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026714156,0.00020800193,0.00042671847,0.00004796545,0.00047046223,0.0014857814,0.00023247261,0.00011688275,0.2791246],"category_scores_gemma":[0.00014192508,0.00023540923,0.000034021377,0.0001290679,0.00016254492,0.00016667032,0.00049053377,0.00009347587,0.0001516716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014085045,0.000029808612,0.0018240142,0.00038821631,0.0000258251,0.000017319077,0.000176871,6.377743e-7,0.02807185,0.000008299848,0.9688154,0.00062769215],"study_design_scores_gemma":[0.00021011765,0.00021358622,0.0004930098,0.00017191848,0.00003748116,0.00018127855,0.000173924,0.000007075945,0.004631231,0.0000337455,0.99333835,0.00050827046],"about_ca_topic_score_codex":0.0654373,"about_ca_topic_score_gemma":0.13680017,"teacher_disagreement_score":0.27897292,"about_ca_system_score_codex":0.00005725636,"about_ca_system_score_gemma":0.00005770925,"threshold_uncertainty_score":0.99955076},"labels":[],"label_agreement":null},{"id":"W7019491926","doi":"","title":"Grafoid Announces Agreement to Acquire Advanced Materials Technology Group ALCERECO Inc. of Kingston, Ontario","year":2014,"lang":"en","type":"other","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Agreement; Group technology","score_opus":0.009375393753858138,"score_gpt":0.22548503213577722,"score_spread":0.2161096383819191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019491926","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2545655,0.00034757328,0.00060880254,0.0006500997,0.009727531,0.0020313202,0.00026959155,0.0012650588,0.7305345],"genre_scores_gemma":[0.08889232,0.00006943177,0.0070750727,0.00062515814,0.00041519644,0.00022633305,0.00008979452,0.00024891744,0.90235776],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799794,0.00009100362,0.00057837483,0.0005802039,0.00033243318,0.00042004907],"domain_scores_gemma":[0.9988082,0.0000099492245,0.00045738145,0.0005373254,0.00009644027,0.00009069556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037373463,0.0003957859,0.0007846774,0.0004402945,0.000076162396,0.00008905269,0.0005814171,0.0004101902,0.12745109],"category_scores_gemma":[0.00003079536,0.0003010864,0.000045212302,0.00018372419,0.00015827795,0.000069916445,0.00025696625,0.000072028386,0.0020706512],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107359396,0.00004103001,0.00002885796,0.0001562875,0.000020871152,0.0000010587462,0.00013480464,0.0000012942378,0.82879955,0.0012295173,0.16833626,0.0011431084],"study_design_scores_gemma":[0.00017413392,0.00030663484,0.000026093368,0.00012953924,0.000012525135,0.0000034478064,0.00003477063,1.023609e-7,0.39419115,0.00011112447,0.60475284,0.00025764256],"about_ca_topic_score_codex":0.045328695,"about_ca_topic_score_gemma":0.12617958,"teacher_disagreement_score":0.4364166,"about_ca_system_score_codex":0.00012953817,"about_ca_system_score_gemma":0.0000693131,"threshold_uncertainty_score":0.99994415},"labels":[],"label_agreement":null},{"id":"W7025268074","doi":"","title":"UND mechanical engineering professor part of energies conference in Vancouver, B.C.","year":2015,"lang":"en","type":"article","venue":"UND Scholarly Commons (University of North Dakota)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainable energy; Sustainability; Engineering research; Focus (optics)","score_opus":0.046374499638931865,"score_gpt":0.2296359959341019,"score_spread":0.18326149629517002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025268074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975848,0.00010912265,0.0004725855,0.000114818344,0.0005319267,0.00011132673,0.00003466078,0.00004822463,0.0009924951],"genre_scores_gemma":[0.9977448,0.000020920808,0.0014224718,0.000011286306,0.000015961115,5.3387106e-7,0.000006183591,0.0000068595255,0.0007710082],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990502,0.00013412425,0.00018745649,0.00018091907,0.00025786503,0.00018944002],"domain_scores_gemma":[0.99923956,0.000041152576,0.0001264377,0.0002371204,0.00024356678,0.00011217938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037389246,0.00010847716,0.000271667,0.0001468103,0.000081190825,0.000051510448,0.00041367544,0.00007712171,0.000254407],"category_scores_gemma":[0.00010126303,0.00011801001,0.000039583323,0.00027027997,0.00009843522,0.0009453049,0.00020243747,0.00016322992,0.000022774086],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039603305,0.002059133,0.1972315,0.0011128592,0.00039685774,0.00020261944,0.01570978,0.009221605,0.6815089,0.057192013,0.024484223,0.0069201533],"study_design_scores_gemma":[0.011347962,0.0027936585,0.2540065,0.001113445,0.00045669236,0.00001657127,0.008653929,0.007225144,0.3121122,0.00292483,0.3966609,0.002688145],"about_ca_topic_score_codex":0.00201497,"about_ca_topic_score_gemma":0.025731448,"teacher_disagreement_score":0.37217668,"about_ca_system_score_codex":0.0000576035,"about_ca_system_score_gemma":0.0001394073,"threshold_uncertainty_score":0.9920464},"labels":[],"label_agreement":null},{"id":"W7025598840","doi":"","title":"Yearbook (Kansas College of Technology) 1988","year":2017,"lang":"en","type":"article","venue":"K-State Research Exchange (Kansas State University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"King Saud University; McGill University","keywords":"Yearbook; Bibliometrics; Nexus (standard)","score_opus":0.06931100771843035,"score_gpt":0.30103229631020667,"score_spread":0.23172128859177632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025598840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9317331,0.00019052268,0.00026239024,0.0014821878,0.00054641924,0.0007997594,0.0010750226,0.00024397438,0.063666664],"genre_scores_gemma":[0.8591636,0.0012699924,0.0004661072,0.000015412996,0.00007250164,0.000007580822,0.000008138306,0.00004056488,0.13895613],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974086,0.000326112,0.00024597277,0.0005053507,0.0006611989,0.00085271295],"domain_scores_gemma":[0.997924,0.00006812374,0.00020960956,0.0009109858,0.00066695065,0.00022035748],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011992576,0.00020757204,0.00035274788,0.0011288755,0.0012626377,0.00014055506,0.0013915354,0.00013688685,0.0023372683],"category_scores_gemma":[0.00017604124,0.00020093894,0.00007624893,0.00063195714,0.001345529,0.00058537547,0.0007270858,0.00028167275,0.0004968496],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017942039,0.0003280306,0.0009172941,0.0007125895,0.00010802023,0.001005957,0.00312136,0.000033128985,0.95616114,0.010486405,0.014156229,0.011175648],"study_design_scores_gemma":[0.0010099923,0.00045505443,0.00039572324,0.00011812186,0.000012792503,0.000009560029,0.0010892096,0.000071960414,0.44400543,0.0023859008,0.55013824,0.00030803148],"about_ca_topic_score_codex":0.0016749128,"about_ca_topic_score_gemma":0.0012112581,"teacher_disagreement_score":0.535982,"about_ca_system_score_codex":0.00022041789,"about_ca_system_score_gemma":0.0002663088,"threshold_uncertainty_score":0.99857473},"labels":[],"label_agreement":null},{"id":"W7026499825","doi":"","title":"Advanced Stochastic Programming and Machine Learning&#13;\\nModels for Healthcare Planning, Scheduling, and&#13;\\nPrediction Problems","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scheduling (production processes); Stochastic programming; Stochastic modelling; Stochastic optimization; Linear programming; Dynamic programming; Service (business); Health care; Job shop scheduling","score_opus":0.03793973722100782,"score_gpt":0.2972362077039553,"score_spread":0.2592964704829475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026499825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98953784,0.0038247476,0.000587481,0.00027116857,0.0017524268,0.0016162464,0.000035714624,0.00040788596,0.0019664797],"genre_scores_gemma":[0.96722,0.00032715438,0.000100502046,0.000004902514,0.00035324265,0.00006142759,0.00020165605,0.00007687901,0.031654246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970706,0.00037970548,0.00033040417,0.0009794667,0.0005090002,0.00073083007],"domain_scores_gemma":[0.99880654,0.00012756334,0.0002022621,0.00021916519,0.00032660962,0.00031786508],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00073503336,0.0003502313,0.00043429443,0.0007529277,0.0014024071,0.0005889076,0.00026446316,0.00036315268,0.00003298074],"category_scores_gemma":[0.00010287687,0.00035270592,0.00008658366,0.00043505678,0.00021988341,0.0003608383,0.00013974738,0.00086477207,0.000009814665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019260878,0.0004275392,0.01373933,0.03031351,0.0007234117,0.00059977686,0.033725027,0.011204806,0.8551463,0.007638135,0.000884618,0.026336685],"study_design_scores_gemma":[0.011992471,0.028157009,0.0143314805,0.016372206,0.0014483716,0.0006982438,0.0612743,0.1156795,0.3658723,0.011159471,0.3654197,0.0075949426],"about_ca_topic_score_codex":0.01325504,"about_ca_topic_score_gemma":0.014261549,"teacher_disagreement_score":0.489274,"about_ca_system_score_codex":0.00031463793,"about_ca_system_score_gemma":0.00043829173,"threshold_uncertainty_score":0.99989766},"labels":[],"label_agreement":null},{"id":"W7027067555","doi":"","title":"Ceilometer Measurements from The University of Western Ontario of Smoke from the Extraordinary Fires of 2017 in Western Canada","year":2018,"lang":"en","type":"other","venue":"Scholarship@Western (Western University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ceilometer; Smoke; Backscatter (email); Observatory; Lidar; Cape verde","score_opus":0.14180247450799824,"score_gpt":0.272814247685862,"score_spread":0.13101177317786375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027067555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99430174,0.00037485294,0.000020273066,0.00011320903,0.0010807192,0.0005196747,0.00082295947,0.00004543845,0.0027211073],"genre_scores_gemma":[0.8990375,0.0001281212,0.000027988062,0.00012745017,0.00016938179,7.0081654e-7,0.00007893971,0.000119369884,0.10031055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642223,0.0009694619,0.0005487592,0.0007097832,0.0008964995,0.0004532844],"domain_scores_gemma":[0.9970985,0.00021813426,0.0011103207,0.0012212879,0.00021506363,0.00013668046],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005617546,0.0005208437,0.00091477,0.00023558142,0.00018958126,0.00009314425,0.0025125542,0.0004095733,0.003571818],"category_scores_gemma":[0.000035864767,0.00041363633,0.0001766474,0.0003027799,0.00060334813,0.0004443938,0.00073103345,0.00038885602,0.000076785924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054045126,0.0000950708,0.98613304,0.0000909158,0.00018745555,0.00004903135,0.0016725365,0.0000041352514,0.01045242,9.732536e-7,0.0007119128,0.00006202905],"study_design_scores_gemma":[0.0012152302,0.00015496842,0.90270853,0.0013573453,0.00023348178,0.0000033511453,0.00053879234,5.2342767e-8,0.016441982,0.000013219339,0.07688443,0.00044859387],"about_ca_topic_score_codex":0.83322424,"about_ca_topic_score_gemma":0.9961804,"teacher_disagreement_score":0.16295622,"about_ca_system_score_codex":0.00046230108,"about_ca_system_score_gemma":0.00091182336,"threshold_uncertainty_score":0.99983156},"labels":[],"label_agreement":null},{"id":"W7028048484","doi":"","title":"Entrenamiento a los profesionales del centro de salud “Fuerte Militar Marco Aurelio Subía” en técnicas cognitivo conductuales para gestionar el estrés presente y prevenir el Síndrome de Burnout en el período de marzo – julio del 2020","year":2021,"lang":"es","type":"dissertation","venue":"Universidad Politécnica Salesiana Repositorio Digital (Universidad Politécnica Salesiana)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Burnout; Context (archaeology); Work (physics); Order (exchange)","score_opus":0.009511275798584599,"score_gpt":0.2738844258483239,"score_spread":0.2643731500497393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028048484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611684,0.0066013825,0.00028619077,0.0038091294,0.0026306715,0.00319309,0.0057670684,0.0009646546,0.015579413],"genre_scores_gemma":[0.9200015,0.0044333288,0.0022969302,0.00042908758,0.0025490557,0.00012897831,0.0063079502,0.00061685994,0.06323632],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.98065245,0.0040936074,0.002818324,0.004295773,0.0028773125,0.0052625267],"domain_scores_gemma":[0.98707616,0.0023480882,0.0023627467,0.0028350223,0.0016989778,0.0036790054],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0013923019,0.0033501314,0.003424889,0.0019625798,0.0023719473,0.002692296,0.00429496,0.003400309,0.0012685192],"category_scores_gemma":[0.0018418187,0.0039093546,0.0021473086,0.002347468,0.0013666197,0.0035278052,0.0015486403,0.0025976899,0.00066944875],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.023329467,0.010399304,0.06978535,0.015846273,0.01125219,0.029550044,0.06690552,0.0010785917,0.50371724,0.21001817,0.05566572,0.0024521],"study_design_scores_gemma":[0.028453376,0.0066447044,0.2877069,0.025276257,0.015451403,0.020869343,0.22161607,0.0056029786,0.06735416,0.01469841,0.28026038,0.026065998],"about_ca_topic_score_codex":0.011526909,"about_ca_topic_score_gemma":0.0014101551,"teacher_disagreement_score":0.4363631,"about_ca_system_score_codex":0.007843335,"about_ca_system_score_gemma":0.010079343,"threshold_uncertainty_score":0.99970335},"labels":[],"label_agreement":null},{"id":"W7028185946","doi":"","title":"Dynamics of essential collective motions in proteins: Theory","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Motion (physics); Work (physics); Action (physics); Field (mathematics)","score_opus":0.010438757951285571,"score_gpt":0.2405844581385177,"score_spread":0.23014570018723213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028185946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9317481,0.000006838794,0.00820535,0.00010257735,0.00025973032,0.00021109021,0.0000103965995,0.000030470115,0.059425462],"genre_scores_gemma":[0.9967079,0.0000021273402,0.0012873472,0.000022412172,0.000037603913,0.000013170897,0.0000019929803,0.000005472984,0.0019219352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993981,0.0000830331,0.00017583215,0.00010195749,0.00010269045,0.00013837777],"domain_scores_gemma":[0.99976575,0.000024318104,0.000049996484,0.000082098944,0.000054165117,0.000023693625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006319925,0.0000510573,0.00009368877,0.000078422025,0.000052561703,0.00001663039,0.00008091041,0.00004140683,0.0033340645],"category_scores_gemma":[0.00007701756,0.000043283137,0.000017779725,0.00018412324,0.00008047567,0.000063661864,0.000024313904,0.000041408624,0.000030566895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013614676,0.000059859674,0.00011431445,0.00001624041,0.0000017604741,0.000001268328,0.00057376386,0.000010161906,0.9608518,0.03763466,0.000038913546,0.0005611263],"study_design_scores_gemma":[0.00020863721,0.00007068134,0.0021226422,0.000017467022,0.0000027078825,0.0000025686136,0.0002466143,0.00018034056,0.9457028,0.05130607,0.000076101016,0.000063410575],"about_ca_topic_score_codex":0.00009100014,"about_ca_topic_score_gemma":0.0005061999,"teacher_disagreement_score":0.064959854,"about_ca_system_score_codex":0.00007750074,"about_ca_system_score_gemma":0.000055936765,"threshold_uncertainty_score":0.997577},"labels":[],"label_agreement":null},{"id":"W7028488070","doi":"","title":"Family at Toronto Airport","year":2010,"lang":"en","type":"other","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Context (archaeology)","score_opus":0.00794313037817778,"score_gpt":0.17605053506169455,"score_spread":0.16810740468351676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028488070","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037245855,0.00031661007,0.00036335958,0.00014919076,0.0059401253,0.0006611218,0.0003747553,0.0010381677,0.9539108],"genre_scores_gemma":[0.017869838,0.000497204,0.0010079286,0.00018741748,0.00087108655,0.0000010910328,0.00028692125,0.00016928044,0.9791092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630326,0.00038943216,0.00037694085,0.0012796778,0.0008980467,0.00075266114],"domain_scores_gemma":[0.99764854,0.000057251313,0.0005551269,0.0009186439,0.0002753533,0.0005450964],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028587604,0.00078447745,0.0007615061,0.00071281526,0.001764429,0.00013811539,0.0013475827,0.0010797981,0.016412307],"category_scores_gemma":[0.00003429115,0.0008854923,0.00040650234,0.0003962908,0.0011774083,0.0006670851,0.0010969307,0.00051752204,0.0009479717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003343296,0.0008977993,0.0012442888,0.0006336627,0.00061751396,0.009535889,0.00034126142,0.00017830751,0.2340557,0.13474035,0.61291444,0.0014974892],"study_design_scores_gemma":[0.00096336345,0.00017484663,0.0005135459,0.00019835672,0.00019044329,0.00020753099,0.0002598121,0.000017358274,0.0032655199,0.000023370223,0.99316233,0.0010235347],"about_ca_topic_score_codex":0.058523323,"about_ca_topic_score_gemma":0.014007418,"teacher_disagreement_score":0.3802479,"about_ca_system_score_codex":0.0072079883,"about_ca_system_score_gemma":0.0011039142,"threshold_uncertainty_score":0.9998299},"labels":[],"label_agreement":null},{"id":"W7028608272","doi":"","title":"1990 Front Materials: First Quarter","year":2017,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Front (military); Quarter (Canadian coin); Gloom; Period (music)","score_opus":0.03644223580734753,"score_gpt":0.23794509003540457,"score_spread":0.20150285422805703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028608272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98855436,0.000025031886,0.00011652066,0.0017160077,0.0006583994,0.000162628,0.00008065742,0.0000409936,0.008645422],"genre_scores_gemma":[0.9900901,0.000088134046,0.00054446765,0.00003962296,0.00010326621,6.2357464e-7,0.000008042,0.00001024486,0.00911552],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988104,0.00012623625,0.00014724005,0.00031140973,0.00026659665,0.00033811908],"domain_scores_gemma":[0.9989618,0.000032766704,0.00017124078,0.00058663334,0.00012070225,0.00012685129],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00054654543,0.00013468336,0.00027930475,0.00008503925,0.0011001126,0.00021803087,0.0007996926,0.00009970383,0.04037258],"category_scores_gemma":[0.00003830825,0.00013924619,0.00006438951,0.000028974477,0.0004033718,0.0007338653,0.00027582902,0.00007278241,0.0033982215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042513662,0.00008763998,0.0014100281,0.00016490118,0.00002660052,0.000054363245,0.0037506525,0.0000043198884,0.97213054,0.00058190676,0.019806214,0.001557686],"study_design_scores_gemma":[0.0017789099,0.00048225478,0.072778895,0.00012049118,0.00004170713,0.000021549975,0.0031354644,0.00011486981,0.7259713,0.00016502092,0.19483398,0.00055558776],"about_ca_topic_score_codex":0.012554142,"about_ca_topic_score_gemma":0.0042230324,"teacher_disagreement_score":0.24615929,"about_ca_system_score_codex":0.000044282137,"about_ca_system_score_gemma":0.00004812381,"threshold_uncertainty_score":0.99737775},"labels":[],"label_agreement":null},{"id":"W7029203662","doi":"","title":"I Olimpiada Regional Agroalimentaria y Agroambiental (2011)","year":2011,"lang":"es","type":"other","venue":"Hispana","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Euros; SWOT analysis; Work (physics); Tourism","score_opus":0.03378770750453982,"score_gpt":0.2295119430389228,"score_spread":0.19572423553438298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029203662","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08161327,0.0037555832,0.000053455435,0.0004536032,0.015304988,0.0010426892,0.00028834454,0.00051159586,0.8969765],"genre_scores_gemma":[0.06005622,0.0014545525,0.0005401255,0.0012677531,0.0019904266,0.0000693752,0.00016749409,0.0003570722,0.934097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99692994,0.00027928202,0.0005693395,0.00092245353,0.0005460855,0.00075289485],"domain_scores_gemma":[0.998465,0.000020920446,0.0004715373,0.00067381945,0.00007855796,0.00029018807],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030461143,0.00065361435,0.0006567117,0.00025553853,0.00031922423,0.0002776644,0.0006832965,0.00051637844,0.56163394],"category_scores_gemma":[0.000012011862,0.00055719016,0.00020342617,0.00011340952,0.00038514627,0.00018206291,0.00022453888,0.00023175232,0.063971736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029521013,0.00022327703,0.00012336181,0.00020196599,0.00011392947,0.00002190166,0.0006524754,3.462659e-7,0.17003861,0.005637074,0.8217868,0.00090502546],"study_design_scores_gemma":[0.0004961461,0.00024341342,0.00083577074,0.00021725417,0.00010964732,0.00005326466,0.00009345395,0.0000030994402,0.043985333,0.00017962293,0.9530303,0.0007527163],"about_ca_topic_score_codex":0.01647545,"about_ca_topic_score_gemma":0.0007517115,"teacher_disagreement_score":0.4976622,"about_ca_system_score_codex":0.0002074824,"about_ca_system_score_gemma":0.00017721653,"threshold_uncertainty_score":0.99968797},"labels":[],"label_agreement":null},{"id":"W7030324679","doi":"","title":"Methodologic issues in the analysis of data from a population based osteoporosis study : adjusting for selection bias and measurement error","year":2004,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Library and Archives Canada","funders":"","keywords":"Osteoporosis; Imputation (statistics); Selection bias; Estimation; Population; Selection (genetic algorithm); Bone mass; Cohort","score_opus":0.2514216023252693,"score_gpt":0.3651298704132171,"score_spread":0.11370826808794782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030324679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961727,0.0002484666,0.0000059139225,0.000017947932,0.00043870317,0.0014919857,0.0013913907,0.000076345365,0.00015655],"genre_scores_gemma":[0.9927504,0.000026519756,0.004387306,0.000060443686,0.000033072974,0.00023712538,0.0023842792,0.00004241563,0.0000784308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.994518,0.002216841,0.0010358901,0.0010260516,0.00088479795,0.00031845612],"domain_scores_gemma":[0.9975143,0.0004797325,0.0008531169,0.0006511386,0.00044280844,0.00005891032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008332566,0.00040721623,0.0008815448,0.0005775739,0.0006430258,0.00020925392,0.00069397956,0.00030191595,0.00026626946],"category_scores_gemma":[0.0027383093,0.00031185668,0.00013449288,0.0011073396,0.000022784356,0.00082595274,0.00008047169,0.0002858445,0.000003900098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020600308,0.0008685579,0.0036424918,0.00070426037,0.0007296103,0.0000031939803,0.0004649676,0.0021477283,0.9673006,0.00066429656,0.000002186712,0.021412062],"study_design_scores_gemma":[0.0040064645,0.0017143302,0.35812986,0.0008818417,0.011114012,0.000002895651,0.0138744,0.002996978,0.59776723,0.0061951354,0.0014225463,0.0018943334],"about_ca_topic_score_codex":0.03381238,"about_ca_topic_score_gemma":0.11082988,"teacher_disagreement_score":0.36953342,"about_ca_system_score_codex":0.000355691,"about_ca_system_score_gemma":0.00005513739,"threshold_uncertainty_score":0.99993336},"labels":[],"label_agreement":null},{"id":"W7031687585","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Relation (database); Politics; Personal identity; Space (punctuation); Representation (politics); Self; The arts","score_opus":0.12034890680962423,"score_gpt":0.4084622009606012,"score_spread":0.288113294150977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031687585","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011870257,0.0005666559,0.00016700826,0.0002090288,0.004605601,0.0021841708,0.000016806265,0.00042561116,0.97995484],"genre_scores_gemma":[0.019963752,0.00045098006,0.0015115805,0.00074437656,0.0006692563,0.0005977814,0.00077792036,0.00078201556,0.9745023],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949153,0.000843534,0.0012817476,0.001432123,0.00090754876,0.00061972847],"domain_scores_gemma":[0.9959203,0.00012562572,0.0019111095,0.001361515,0.0004294677,0.00025198353],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010508185,0.00079220097,0.0016602222,0.0005604961,0.00042639236,0.00802831,0.006303751,0.00026013967,0.47404373],"category_scores_gemma":[0.00025959805,0.00074929686,0.0002098517,0.00046613085,0.00048174596,0.002730065,0.0037938717,0.00024965478,0.0009480398],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008552616,0.00063497876,0.0021364617,0.0023086388,0.00045927343,0.000044788638,0.0004317349,0.000021801156,0.8101699,0.018504238,0.110852435,0.053580526],"study_design_scores_gemma":[0.000713949,0.000049566104,0.001337964,0.0008195103,0.000057660316,0.000008543531,0.00004292473,0.000004286396,0.21464698,0.00026554658,0.78127706,0.00077600585],"about_ca_topic_score_codex":0.030458426,"about_ca_topic_score_gemma":0.008903055,"teacher_disagreement_score":0.67042464,"about_ca_system_score_codex":0.00017378607,"about_ca_system_score_gemma":0.000883712,"threshold_uncertainty_score":0.9998298},"labels":[],"label_agreement":null},{"id":"W7032034824","doi":"","title":"Ecclesiology","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Catholic Theological Society of America (Catholic Theological Society of America)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bishops; Synod; Delegate; Obituary; Christian ministry; Ecclesiology","score_opus":0.016295748142100986,"score_gpt":0.226110615275669,"score_spread":0.209814867133568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032034824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861979,0.0004430435,0.00043025357,0.007502608,0.00023601872,0.0008264227,0.000043488053,0.00023386489,0.004086424],"genre_scores_gemma":[0.9552319,0.0012828074,0.037555482,0.004599237,0.00017072342,0.0001536959,0.000004707229,0.000038962648,0.00096245884],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99582696,0.00021666473,0.0013488237,0.00086978514,0.0007426981,0.0009950864],"domain_scores_gemma":[0.99615705,0.00045914087,0.0018766316,0.00049279147,0.00077511213,0.00023924757],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009883341,0.0006093916,0.0016490241,0.000037273097,0.00042706064,0.000058117075,0.0021044652,0.0005871198,0.0051656333],"category_scores_gemma":[0.000557814,0.0003508715,0.0016905983,0.00094032875,0.010152619,0.00029614053,0.0013007682,0.0005999888,0.00009683204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012821787,0.00049698434,0.0014884049,0.00023882046,0.00009091686,9.8068845e-8,0.0075852997,0.000041519936,0.97067744,0.0021098075,0.012146832,0.0049956893],"study_design_scores_gemma":[0.0020085925,0.004387883,0.057142843,0.0002724532,0.00033869018,0.00011339624,0.017283874,0.0021260406,0.7807556,0.042372517,0.091257945,0.0019401852],"about_ca_topic_score_codex":0.00087113585,"about_ca_topic_score_gemma":2.5291035e-7,"teacher_disagreement_score":0.18992183,"about_ca_system_score_codex":0.00008374301,"about_ca_system_score_gemma":0.000074011274,"threshold_uncertainty_score":0.9998943},"labels":[],"label_agreement":null},{"id":"W7033918316","doi":"","title":"Speaker Series on Aboriginal Issues 2016: Dragons and Tricksters","year":2016,"lang":"en","type":"other","venue":"Summit (Simon Fraser University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tying; Intersection (aeronautics); Immigration; China; Chinese culture; Cultural heritage; Cultural diversity; Social life","score_opus":0.009625194270044416,"score_gpt":0.22566502162336094,"score_spread":0.21603982735331653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033918316","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008780919,0.0004200775,0.000044546614,0.0007154449,0.0018998297,0.00030018654,0.00030035785,0.00048323467,0.9870554],"genre_scores_gemma":[0.0025856912,0.001752637,0.000108335065,0.0001178482,0.00041048593,9.891952e-7,0.000013297464,0.00011903879,0.9948917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881375,0.0001251667,0.00011640942,0.00045109438,0.0001943401,0.00029923616],"domain_scores_gemma":[0.99940073,0.000019636209,0.0001318055,0.00027538114,0.000035750898,0.00013666652],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007555999,0.00030396055,0.00031563794,0.00042977557,0.00014461468,0.00011064052,0.00027139892,0.0002351595,0.027233139],"category_scores_gemma":[0.000007533739,0.00023981568,0.00005492184,0.00015226797,0.0002494133,0.00021049821,0.000060672683,0.00008776099,0.0020035852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033931524,0.000028574726,0.0010113976,0.00006775369,0.000028298196,0.00006499528,0.000018055804,2.5997232e-7,0.00079268334,0.0022592484,0.9948163,0.0005731292],"study_design_scores_gemma":[0.000469006,0.00013651504,0.0000134575,0.00018328539,0.00003571125,2.6567685e-8,0.0005865401,2.232772e-7,0.012064704,0.000035833575,0.98612994,0.00034473656],"about_ca_topic_score_codex":0.0009782949,"about_ca_topic_score_gemma":0.013009659,"teacher_disagreement_score":0.025229553,"about_ca_system_score_codex":0.00006965254,"about_ca_system_score_gemma":0.000095066665,"threshold_uncertainty_score":0.99877346},"labels":[],"label_agreement":null},{"id":"W7036255203","doi":"","title":"From the British Empire to a new cooperation: history, present and future of the Commonwealth countries and their international relations","year":2024,"lang":"en","type":"dissertation","venue":"Buleria (Universidad de León)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Hyporeflexia; Liquation; Tubulopathy; Hemopericardium","score_opus":0.011509060868524,"score_gpt":0.2308486962590537,"score_spread":0.2193396353905297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036255203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95518345,0.0066006794,0.000048522,0.024274047,0.0058484534,0.00047167248,0.0003221049,0.000060616137,0.0071904813],"genre_scores_gemma":[0.68742764,0.001953928,0.0005424622,0.0030054357,0.0055697337,0.0000464054,0.0006807631,0.00009121187,0.30068243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999234,0.00009807967,0.00016437948,0.00023568195,0.00015976108,0.00010806554],"domain_scores_gemma":[0.99949354,0.000050791183,0.00011615612,0.0001729001,0.00010211598,0.000064503896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011769941,0.00013571761,0.00016497016,0.000035698413,0.0003801442,0.0004596477,0.00027572364,0.00013904832,0.003065804],"category_scores_gemma":[0.000014952064,0.00009730267,0.00003731641,0.000084926745,0.0000837816,0.00015556406,0.0000851307,0.00014219304,0.000028548488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034377945,0.000019253728,0.00012249284,0.00011386416,0.000087864195,0.0000043168993,0.061395917,0.000025353931,0.024329081,0.0050700507,0.9029213,0.0055666803],"study_design_scores_gemma":[0.00017793236,0.000031212716,0.003612856,0.00019328098,0.000040719242,0.000012326723,0.006109607,0.00007126491,0.0014683646,0.00052154483,0.987633,0.00012790975],"about_ca_topic_score_codex":0.017160445,"about_ca_topic_score_gemma":0.0148078,"teacher_disagreement_score":0.29349196,"about_ca_system_score_codex":0.00015608057,"about_ca_system_score_gemma":0.0003950298,"threshold_uncertainty_score":0.99784553},"labels":[],"label_agreement":null},{"id":"W7036632858","doi":"","title":"CNS-resident cells support MS-relevant B-cell responses","year":2013,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Secretion; Effector; Permissive; Immune system; Inflammation; Antibody; Disease; Pathophysiology; Cell type","score_opus":0.017730039340408354,"score_gpt":0.23771026470491785,"score_spread":0.2199802253645095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036632858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8910124,0.00023679723,8.632987e-8,0.00002060176,0.0071968916,0.001038667,0.0011228438,0.00055632414,0.0988154],"genre_scores_gemma":[0.7362759,0.00046521053,0.00035312006,0.00041204947,0.00016241711,0.00031430903,0.00049986644,0.00026499265,0.26125216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9932104,0.0010940909,0.0015251805,0.0015764779,0.0013291166,0.001264761],"domain_scores_gemma":[0.99646163,0.0002367345,0.0009445982,0.0011066905,0.0006740048,0.00057634834],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016503998,0.0011208319,0.0010858921,0.0004923294,0.0015032176,0.0006445484,0.0010167711,0.0010451092,0.03813158],"category_scores_gemma":[0.000452136,0.0010246972,0.0003991924,0.00038569342,0.00011578601,0.00104789,0.00022350578,0.0010255586,0.022203293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008576564,0.00017501372,0.000002175573,0.00054209155,0.000036466216,0.00006948626,0.000037684527,0.0000078132925,0.9925042,0.0021743868,0.0006411571,0.0029518811],"study_design_scores_gemma":[0.0005588046,0.0003284117,0.00011502676,0.00017625335,0.00010997932,0.000026182322,0.00022848778,0.0000026620435,0.78057873,0.0015370694,0.21531188,0.0010264879],"about_ca_topic_score_codex":0.0027759224,"about_ca_topic_score_gemma":0.0010462945,"teacher_disagreement_score":0.21467073,"about_ca_system_score_codex":0.0005876627,"about_ca_system_score_gemma":0.00020864092,"threshold_uncertainty_score":0.9997967},"labels":[],"label_agreement":null},{"id":"W7037773311","doi":"","title":"Factibilidad para la creación de una empresa de turismo receptivo, enfocada en el segmento de mercado gastronómico de Calgary y Edmonton - Canadá.","year":2019,"lang":"es","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capital (architecture); Investment (military); Public investment; Context (archaeology)","score_opus":0.016271797543677125,"score_gpt":0.27004084219657754,"score_spread":0.2537690446529004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037773311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94996893,0.0006634604,0.0017581616,0.0026814109,0.0020330485,0.0015401029,0.00029192326,0.0005279475,0.04053502],"genre_scores_gemma":[0.9865226,0.0011223521,0.0042478167,0.00045424874,0.001084495,0.0005887481,0.0012215397,0.00021701978,0.00454116],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901083,0.0027464554,0.0015803266,0.0018147338,0.0014258407,0.0023243607],"domain_scores_gemma":[0.99508435,0.0005417122,0.0011128082,0.0011213955,0.0007100306,0.0014297373],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0025023883,0.0014038315,0.001390832,0.00072909135,0.0013319424,0.0014086287,0.0013580219,0.0023644944,0.00059001386],"category_scores_gemma":[0.0011066645,0.0014099941,0.0005411624,0.0006409846,0.00007906087,0.00086451357,0.00026107844,0.0017584659,0.000060087383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.003788978,0.0011301078,0.00403332,0.0017023368,0.00051476207,0.00037269786,0.014763448,0.0005510222,0.89276594,0.07533661,0.00221877,0.0028219968],"study_design_scores_gemma":[0.0022499678,0.00049965945,0.031319216,0.0015105574,0.0005460962,0.0032943652,0.0033362682,0.0013233615,0.2573626,0.00034402375,0.69615537,0.0020585349],"about_ca_topic_score_codex":0.0021563927,"about_ca_topic_score_gemma":0.005817185,"teacher_disagreement_score":0.6939366,"about_ca_system_score_codex":0.005618233,"about_ca_system_score_gemma":0.0070840092,"threshold_uncertainty_score":0.9999682},"labels":[],"label_agreement":null},{"id":"W7072038001","doi":"","title":"Writing, Translation, Self-Translation? Italian Canadian authors’ accent","year":2018,"lang":"en","type":"book-chapter","venue":"Institutional Research Information System University of Ferrara (University of Ferrara)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stress (linguistics); Focus (optics); Headline; Period (music)","score_opus":0.11441784129283959,"score_gpt":0.2678846872452992,"score_spread":0.15346684595245957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072038001","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0151476385,0.00012618101,0.0043049473,0.00082660635,0.0007957921,0.0012765732,0.0016023671,0.000237554,0.9756823],"genre_scores_gemma":[0.94457227,0.00017252432,0.0039141034,0.000028361266,0.00017334627,4.9982043e-7,0.0006846971,0.00002522087,0.050428957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687606,0.00018519041,0.00053020153,0.00035881758,0.0015725639,0.00047719074],"domain_scores_gemma":[0.99626505,0.00007220366,0.00052847055,0.00041044183,0.0022679057,0.00045591695],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015685731,0.00029566349,0.0005121741,0.0015329528,0.0017659924,0.00011709183,0.00095650315,0.0006145509,0.008857941],"category_scores_gemma":[0.000028629698,0.00038326986,0.00023091026,0.000294141,0.0010813174,0.0024994707,0.00012696498,0.0004096084,0.0016779802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037798067,0.00019061206,0.00019907391,0.007606594,0.00092062337,0.00018766109,0.06425833,0.0011470829,0.0036462918,0.83881325,0.0679932,0.011257502],"study_design_scores_gemma":[0.0013410231,0.0002541679,0.00067677995,0.0010275199,0.00009013573,0.000043185297,0.0074783647,0.0013529845,0.0003783512,0.00046405636,0.9863432,0.0005502284],"about_ca_topic_score_codex":0.025878774,"about_ca_topic_score_gemma":0.016205084,"teacher_disagreement_score":0.92942464,"about_ca_system_score_codex":0.00122846,"about_ca_system_score_gemma":0.0026984315,"threshold_uncertainty_score":0.9998619},"labels":[],"label_agreement":null},{"id":"W7083690567","doi":"10.53364/24138614_2025_38_3_4","title":"CREATION OF A \"SMART\" OCCUPATIONAL SAFETY MANAGEMENT SYSTEM IN CIVIL AVIATION IN THE CONTEXT OF THE \"SOCIETY 5.0\" CONCEPT","year":2025,"lang":"en","type":"article","venue":"Вестник Академии гражданской авиации","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Red River College","funders":"","keywords":"Civil aviation; Occupational safety and health; Context (archaeology); Aviation; Sustainability; Adaptation (eye); Management system; Risk management","score_opus":0.011805712195990121,"score_gpt":0.24386441926795188,"score_spread":0.23205870707196177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083690567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96957505,0.00039204358,0.001699889,0.0011442477,0.001405037,0.0017454757,0.00010627601,0.000057168294,0.023874799],"genre_scores_gemma":[0.9986036,0.000029811148,0.00012891232,0.000386799,0.000027135984,0.0000828109,0.0000143633415,0.0000062391923,0.00072032557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99809074,0.00042530985,0.0006834983,0.00022691308,0.00038637177,0.00018718003],"domain_scores_gemma":[0.99913263,0.00012838043,0.00027617006,0.00033228946,0.000116036004,0.000014501648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011319901,0.00013647183,0.0002577866,0.00009427007,0.00012000245,0.000043416607,0.00038722684,0.000088878485,0.00025931688],"category_scores_gemma":[0.000058278052,0.0000855039,0.00012089513,0.0006369279,0.0001572158,0.00013895587,0.00008964724,0.00009612502,0.000011466536],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040510227,0.0012216236,0.11425776,0.003946904,0.00021475763,0.000005843247,0.045557976,0.003176885,0.20845953,0.58163315,0.017906794,0.019567737],"study_design_scores_gemma":[0.0051015797,0.00021566988,0.6575994,0.0021497728,0.00013953597,0.000008379539,0.028975572,0.003495617,0.27149013,0.0013226031,0.028976202,0.0005255371],"about_ca_topic_score_codex":0.0010580581,"about_ca_topic_score_gemma":0.0011811061,"teacher_disagreement_score":0.5803106,"about_ca_system_score_codex":0.00017622374,"about_ca_system_score_gemma":0.00009332044,"threshold_uncertainty_score":0.3486748},"labels":[],"label_agreement":null},{"id":"W7083869964","doi":"","title":"Paper blames newsprint tariffs for dropping Sunday comics","year":2018,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newsprint; Newspaper; Comics; White (mutation)","score_opus":0.01884765577583224,"score_gpt":0.2450681749902647,"score_spread":0.22622051921443245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083869964","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018496716,0.00016863308,0.037197057,0.00021743185,0.0046029384,0.0014235332,0.0008824987,0.0012095046,0.9524487],"genre_scores_gemma":[0.0072119026,0.00012306169,0.0103141535,0.00078511704,0.0021864856,0.00024206843,0.0003689342,0.0011211926,0.97764707],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630857,0.00035627114,0.000770516,0.001267316,0.0003718857,0.00092541636],"domain_scores_gemma":[0.9980636,0.00019276727,0.00059597706,0.00078611524,0.000055616812,0.00030588958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032813885,0.0008591819,0.0009315416,0.0005320608,0.000076237986,0.00052462623,0.0014736592,0.00027495704,0.08334242],"category_scores_gemma":[0.00011321505,0.00073594693,0.00039638998,0.00007627381,0.0008435068,0.00012250338,0.0008716774,0.00032728203,0.005768792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004921879,0.00008722781,0.00012109795,0.0003012809,0.00017655957,0.000010697352,0.0014676352,0.0000015577986,0.048308544,0.0041889288,0.94465005,0.00019425576],"study_design_scores_gemma":[0.0007299661,0.00046900872,0.000041802465,0.00096400647,0.00006716006,0.000032649023,0.000047281166,0.00057077926,0.029498367,0.0017308849,0.9649782,0.0008698932],"about_ca_topic_score_codex":0.0421665,"about_ca_topic_score_gemma":0.05148028,"teacher_disagreement_score":0.07757363,"about_ca_system_score_codex":0.000066039975,"about_ca_system_score_gemma":0.000104082006,"threshold_uncertainty_score":0.99950916},"labels":[],"label_agreement":null},{"id":"W7093416601","doi":"","title":"9781351857734.pdf","year":2024,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Climate change; Odds; Global warming; Political economy of climate change; Kyoto Protocol","score_opus":0.016505526916076443,"score_gpt":0.2548654838287313,"score_spread":0.23835995691265488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093416601","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000082569946,0.000017140039,0.000091235765,0.0010480534,0.0058269403,0.0005472763,3.7913416e-8,0.0005658852,0.9918209],"genre_scores_gemma":[0.0013359981,0.000116442505,0.00026270308,0.00071588316,0.001544731,0.00014494627,0.00010717916,0.00045337505,0.9953188],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981707,0.00017260046,0.00034884678,0.0005478771,0.0004111239,0.00034888453],"domain_scores_gemma":[0.99901116,0.000034439516,0.00022434659,0.0005977764,0.00005117161,0.00008109075],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041458872,0.00035804536,0.00033185605,0.00014944175,0.00020476413,0.0010502182,0.00065132254,0.00019286043,0.9860325],"category_scores_gemma":[0.000045739365,0.00023581978,0.00010927383,0.00023429957,0.00018682105,0.00015327134,0.00020093149,0.0002210239,0.9968669],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039435647,0.000036546222,0.0000034298089,0.0002555131,0.000080012454,0.0000091317015,0.00019545693,0.0000017950947,0.02042762,0.0032823416,0.11092999,0.8647387],"study_design_scores_gemma":[0.00011817888,0.00003577012,0.000007292016,0.00014785625,0.000072966686,0.000020658132,0.0000335967,0.000010545584,0.003882126,0.0012316148,0.9941052,0.0003341661],"about_ca_topic_score_codex":0.00094362843,"about_ca_topic_score_gemma":0.0003315585,"teacher_disagreement_score":0.88317525,"about_ca_system_score_codex":0.000082924016,"about_ca_system_score_gemma":0.00011875904,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W7096686143","doi":"","title":"Tool Steels (D2 and H13) for Cutting blades","year":2015,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Order (exchange); Legislation","score_opus":0.06574758555985351,"score_gpt":0.27482873017872733,"score_spread":0.20908114461887384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096686143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98718166,0.00006063841,0.00097359985,0.00029298651,0.00041814463,0.00014939367,0.000003915314,0.00009970188,0.010819956],"genre_scores_gemma":[0.98719007,0.0000026494772,0.003546631,0.0003012533,0.00014110497,0.000019163896,8.0982227e-7,0.00000614131,0.008792159],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999581,0.000022050715,0.000099533056,0.00011134618,0.00006512129,0.00012095556],"domain_scores_gemma":[0.9997973,0.000020117774,0.000022711269,0.000057165584,0.000054562606,0.00004817944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030055075,0.000051112038,0.00007361118,0.000014390773,0.00007108935,0.00013974364,0.00004624933,0.00002552139,0.00061880215],"category_scores_gemma":[0.0000910263,0.00003543267,0.000009405472,0.000023080876,0.000026352276,0.000091671085,0.000027923636,0.000011778005,0.00007585872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102829414,0.000012593397,0.00020656678,0.000043981243,0.0000027247413,3.0732332e-7,0.00073684426,0.0000106268035,0.9814069,0.0064775115,0.008397989,0.0026010745],"study_design_scores_gemma":[0.00032428236,0.00012950912,0.000063255844,0.0000066334887,0.0000040766854,0.0000065470344,0.00032718573,0.00026711976,0.8871007,0.0016797596,0.10998844,0.00010249251],"about_ca_topic_score_codex":0.00008797269,"about_ca_topic_score_gemma":0.00000975382,"teacher_disagreement_score":0.101590455,"about_ca_system_score_codex":0.000008840673,"about_ca_system_score_gemma":0.000019166686,"threshold_uncertainty_score":0.67754495},"labels":[],"label_agreement":null},{"id":"W7097837890","doi":"","title":"llrltibotly .Systems","year":2016,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Component (thermodynamics); Government (linguistics)","score_opus":0.019590538389272678,"score_gpt":0.21666670358853954,"score_spread":0.19707616519926685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097837890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8945028,0.000056282923,0.0035094232,0.0008380416,0.0022980243,0.00008971085,0.000004602311,0.00033565995,0.09836541],"genre_scores_gemma":[0.9473791,0.0000066526263,0.00010687061,0.00010450207,0.00012047758,0.000007717591,9.882766e-8,0.0000042416914,0.052270316],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960655,0.000031967207,0.00008591992,0.000092128736,0.00007470092,0.00010874035],"domain_scores_gemma":[0.99982005,0.0000120120985,0.000017209013,0.00009080196,0.000025590969,0.000034334935],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000119457734,0.000040427443,0.000052879073,0.00001338203,0.00004274505,0.00005788299,0.00006918009,0.000019732348,0.0140045695],"category_scores_gemma":[0.000015581418,0.000017777314,0.000009901378,0.000023701135,0.000024068537,0.0001012383,0.00001603636,0.000005880161,0.0054241316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001026927,0.0000036713932,0.00007581592,0.0000026644145,4.9260433e-7,2.833246e-7,0.000013262905,3.1335054e-7,0.98769027,0.0056050452,0.005696706,0.0009012118],"study_design_scores_gemma":[0.00009942319,0.000027379667,0.00014487194,0.000007113653,6.6249635e-7,0.000005017941,0.000011188468,0.0000042413644,0.7544455,0.000111273,0.24508934,0.000054012966],"about_ca_topic_score_codex":0.00017533198,"about_ca_topic_score_gemma":0.000008575779,"teacher_disagreement_score":0.23939262,"about_ca_system_score_codex":0.00001130862,"about_ca_system_score_gemma":0.000008929754,"threshold_uncertainty_score":0.99535024},"labels":[],"label_agreement":null},{"id":"W7097885360","doi":"","title":"A SOFTWARE QUALITY WORKBENCH FOR TESTABLE REQUIREMENTS AND SPECIFICATIONS","year":2007,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microform; Permission; Software; Quality (philosophy); Workbench; The Internet; Documentation","score_opus":0.18554305208352803,"score_gpt":0.3516203045354671,"score_spread":0.16607725245193908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097885360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8257065,0.00012178414,0.15351656,0.0005303415,0.00067541166,0.0005215427,0.000024506515,0.0002729293,0.018630452],"genre_scores_gemma":[0.9465169,0.000010585343,0.04127615,0.00026756435,0.00012890973,0.00002809615,0.000006518156,0.000007754841,0.011757568],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993984,0.000017469225,0.00018407332,0.0001508277,0.00008121853,0.00016798732],"domain_scores_gemma":[0.9996574,0.000071482005,0.000040081886,0.00010860864,0.000070690236,0.0000517167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007634555,0.000052663596,0.00007222021,0.00002298301,0.00017729928,0.00008834116,0.000058274803,0.000028131199,0.0020237376],"category_scores_gemma":[0.00013254832,0.00004085301,0.000011790013,0.00006195723,0.000037041675,0.000122048295,0.000020476558,0.000014454357,0.000054098946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088766414,0.000038348833,0.0017990831,0.000038984992,0.0000021657893,1.0944803e-7,0.00018898238,6.2560093e-7,0.98024803,0.009224904,0.0043609636,0.004009039],"study_design_scores_gemma":[0.00034540473,0.00008071907,0.014790912,0.000011390653,0.0000053386007,0.0000022535376,0.00024510792,0.000007774975,0.8124659,0.0034105934,0.16846313,0.00017146296],"about_ca_topic_score_codex":0.00017584348,"about_ca_topic_score_gemma":0.00013673487,"teacher_disagreement_score":0.16778211,"about_ca_system_score_codex":0.000018135413,"about_ca_system_score_gemma":0.000013326979,"threshold_uncertainty_score":0.99888855},"labels":[],"label_agreement":null},{"id":"W7099308788","doi":"","title":"SOUHAIL BOUATIA ELOUMAMI DEVELOPPEMENT DE MATERIAUX ELECTRIQUEMENT","year":2008,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Agency (philosophy); Data collection","score_opus":0.028555256899737883,"score_gpt":0.22894085062026118,"score_spread":0.20038559372052328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099308788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95917714,0.000042572476,0.0031441185,0.0005081513,0.00028730975,0.00017915796,0.000002080588,0.00028002833,0.036379434],"genre_scores_gemma":[0.9423294,0.00005761459,0.004919271,0.0011609425,0.00007953752,0.00005339341,0.0000034860993,0.000016084614,0.05138025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889326,0.00006551876,0.00025228856,0.00021381346,0.00020168751,0.0003734115],"domain_scores_gemma":[0.9996334,0.000007751722,0.00005181521,0.00015072424,0.00006162129,0.00009469454],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002852562,0.00013338175,0.00013836524,0.000044566135,0.00024782747,0.0000778801,0.0001542106,0.000049432954,0.022826577],"category_scores_gemma":[0.000017191911,0.00010409622,0.000027233255,0.00007255462,0.000049270504,0.00010287618,0.000051884257,0.00003718039,0.0015786838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006236911,0.000033344688,0.00021994878,0.000013164257,0.000005378402,0.000007289904,0.0007584549,0.000005358619,0.9843817,0.0017460182,0.01244962,0.00031735297],"study_design_scores_gemma":[0.0002210604,0.000103793536,0.001278184,0.0000065164745,0.0000033403292,0.00006586705,0.000028915772,0.000047235473,0.9360614,0.0005573663,0.061455652,0.00017066422],"about_ca_topic_score_codex":0.00023245183,"about_ca_topic_score_gemma":0.00005689051,"teacher_disagreement_score":0.04900603,"about_ca_system_score_codex":0.00015894174,"about_ca_system_score_gemma":0.00019368136,"threshold_uncertainty_score":0.9991987},"labels":[],"label_agreement":null},{"id":"W7099729473","doi":"","title":"ABSTRACT MUSCLE ACTION PROCEDURES FOR HUMAN FACE ANIMATION","year":2008,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Animation; Action (physics); Computer facial animation; Synchronizing; Face (sociological concept); Virtual actor","score_opus":0.08338184197338867,"score_gpt":0.30869365979044744,"score_spread":0.22531181781705878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099729473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98999584,0.000009198619,0.0011880215,0.00010584344,0.00024339394,0.00022106514,0.0000035627882,0.00018603711,0.008047062],"genre_scores_gemma":[0.9948258,0.0000073247043,0.0005571642,0.00009173195,0.00012270917,0.000043644217,0.0000072049393,0.000007356521,0.004337099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99954253,0.000009509838,0.00012398128,0.00012542184,0.000084347186,0.00011421892],"domain_scores_gemma":[0.9998041,0.000008442783,0.000046747657,0.00006287633,0.000051130184,0.00002672067],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009131449,0.000059743954,0.000062996194,0.000024139228,0.00032408477,0.000050384282,0.000054952197,0.000036666443,0.0026633209],"category_scores_gemma":[0.000030086454,0.00004622323,0.00002085048,0.00003365401,0.000024886176,0.00023389504,0.0000074232266,0.00001762324,0.00017581737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022722119,0.000020255826,0.000021205615,0.00004737162,7.62248e-7,1.075605e-7,0.0002122735,0.000014932405,0.9955594,0.00061323016,0.0032252942,0.00026243582],"study_design_scores_gemma":[0.00015452925,0.000069682705,0.015446154,0.0000051457864,0.0000017647797,0.000005170308,0.00009349653,0.000038028986,0.9698623,0.00027170003,0.013967456,0.00008460604],"about_ca_topic_score_codex":0.00019841938,"about_ca_topic_score_gemma":0.00013756707,"teacher_disagreement_score":0.025697144,"about_ca_system_score_codex":0.000019704356,"about_ca_system_score_gemma":0.000022192111,"threshold_uncertainty_score":0.9982484},"labels":[],"label_agreement":null},{"id":"W7100340309","doi":"","title":"A STUDY OF HOT TEARING IN WROUGHT ALUMINUM ALLOYS","year":2015,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Expansive; Ductility (Earth science); Metallurgical industry","score_opus":0.0774611940608425,"score_gpt":0.28368881225699166,"score_spread":0.20622761819614915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100340309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823283,0.000011411559,0.000010168978,0.000031675703,0.00038997244,0.00013760228,3.7333018e-7,0.000037457627,0.017053055],"genre_scores_gemma":[0.9973222,7.879317e-7,0.00019789294,0.00003808203,0.000042595984,0.0000103582015,2.0561458e-7,0.000004406448,0.0023834542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938107,0.000077550496,0.00017607294,0.00011359416,0.00014139393,0.00011029564],"domain_scores_gemma":[0.9997755,0.0000070852884,0.000031863736,0.00010789216,0.0000390526,0.00003856811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038688656,0.000051118255,0.00011521742,0.00004198288,0.000016192762,0.000031840118,0.00010023995,0.000020733682,0.00090472266],"category_scores_gemma":[0.000039462353,0.000037070236,0.0000074950117,0.00009588245,0.000017067869,0.00009929798,0.000055615867,0.000024511173,0.000114772316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002850253,0.00058118,0.013642277,0.000018330458,0.000004618947,0.000005983349,0.01381866,0.00012313567,0.96840864,0.00041072248,0.0023749599,0.0003264367],"study_design_scores_gemma":[0.0021538474,0.0011270691,0.010177274,0.000019782414,0.0000072021603,0.000009002181,0.013976504,0.0001343873,0.96227616,0.00023232489,0.009651892,0.00023453012],"about_ca_topic_score_codex":0.00410122,"about_ca_topic_score_gemma":0.0014909179,"teacher_disagreement_score":0.014993932,"about_ca_system_score_codex":0.000018451079,"about_ca_system_score_gemma":0.000024634308,"threshold_uncertainty_score":0.99060786},"labels":[],"label_agreement":null},{"id":"W7100748746","doi":"","title":"COMMISSIONING REPORT OF THE CLS BOOSTER SYNCHROTRON","year":2015,"lang":"en","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Booster (rocketry); CLs upper limits; Project commissioning; Synchrotron; Beam (structure); Injector","score_opus":0.04814415444344629,"score_gpt":0.2651678923868512,"score_spread":0.2170237379434049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100748746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94086206,0.000046433583,0.00009053513,0.00079816725,0.0009168333,0.00008510455,4.2523416e-7,0.000040564057,0.057159897],"genre_scores_gemma":[0.9835239,7.087469e-7,0.0003336385,0.0001589203,0.00004820105,0.0000031990014,2.3395083e-7,0.0000035251853,0.015927661],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994543,0.00007168182,0.00016439887,0.00007708593,0.00015383729,0.00007865656],"domain_scores_gemma":[0.9996101,0.000010765209,0.00007307554,0.00019581345,0.0000707721,0.000039437648],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041499903,0.000040974446,0.00007237988,0.000008827007,0.000053068965,0.00003206149,0.00011800413,0.000023073568,0.0021263142],"category_scores_gemma":[0.00014467721,0.00001984566,0.000019494571,0.00004342606,0.00004411129,0.00007940361,0.00007792728,0.000023063676,0.000075128584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003092818,0.000009472799,0.0010687951,0.000009795648,0.0000010979804,0.000001515103,0.00034277316,0.000012152695,0.98243946,0.00022246834,0.015734136,0.00012739601],"study_design_scores_gemma":[0.00006832539,0.000030641142,0.00049309543,0.000024994899,0.0000025454353,0.000046818655,0.000080364036,0.000019196801,0.94423366,0.00012555586,0.054838385,0.000036435973],"about_ca_topic_score_codex":0.00026347183,"about_ca_topic_score_gemma":0.000013060134,"teacher_disagreement_score":0.04266187,"about_ca_system_score_codex":0.0000144966125,"about_ca_system_score_gemma":0.000049962167,"threshold_uncertainty_score":0.99878585},"labels":[],"label_agreement":null},{"id":"W7109224111","doi":"10.1016/b978-0-443-30104-9.00014-0","title":"An engineer’s guide to steels","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Austenite; Cladding (metalworking); Piping; Corrosion; Pressure vessel; High pressure; Carbon fibers; Carbon steel","score_opus":0.013755570585026364,"score_gpt":0.25679377540921033,"score_spread":0.24303820482418398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7109224111","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015347978,0.0002090585,0.00004493384,0.0000940791,0.0020430842,0.00049957656,0.00007925831,0.00027685156,0.9965997],"genre_scores_gemma":[0.00037817028,0.000019597881,0.0015182123,0.0014216533,0.000560315,0.000052348038,0.000015822709,0.000056903977,0.995977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983995,0.000041344803,0.00045647885,0.000512615,0.00028339008,0.00030667824],"domain_scores_gemma":[0.9989087,0.00002037243,0.000097112345,0.0006315595,0.00014284994,0.00019940536],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003194257,0.00037034837,0.00045002965,0.000177379,0.00012898361,0.00021192033,0.0004687596,0.00025651063,0.00633946],"category_scores_gemma":[0.00002358567,0.00032174998,0.00009702102,0.0000140405,0.000047755468,0.000059223916,0.000121404606,0.00016013732,0.0018396706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006309034,0.000008468718,2.7543143e-7,0.00016274577,0.00002489139,0.0000124629505,0.0002900636,0.000014282489,0.103454806,0.013502465,0.008708914,0.87375754],"study_design_scores_gemma":[0.00008888709,0.00011883671,0.0000011028321,0.00022306659,0.00003178617,0.0000048491584,0.0000039050196,0.0000033237886,0.041035026,0.00089025305,0.9572276,0.0003713751],"about_ca_topic_score_codex":0.0000061287883,"about_ca_topic_score_gemma":0.000045859742,"teacher_disagreement_score":0.9485187,"about_ca_system_score_codex":0.00009643869,"about_ca_system_score_gemma":0.00015449134,"threshold_uncertainty_score":0.99992347},"labels":[],"label_agreement":null},{"id":"W7112865184","doi":"","title":"Waste to Products Research Team","year":2022,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plastic waste; Plan (archaeology); Process (computing); Quarter (Canadian coin); Municipal solid waste; Plastic bag","score_opus":0.062023804402263516,"score_gpt":0.2780920458739979,"score_spread":0.21606824147173437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112865184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98559105,0.000021085241,0.00007243629,0.0017004856,0.0013212465,0.0005368781,0.000049528575,0.00028337087,0.010423899],"genre_scores_gemma":[0.915547,0.000006660557,0.00012646236,0.00042565813,0.0002665774,0.00000986597,0.00001221931,0.000042852487,0.08356269],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965091,0.0008629522,0.00023959072,0.0007599455,0.0009074966,0.00072094344],"domain_scores_gemma":[0.9987683,0.000059773363,0.000093795905,0.00058754376,0.00023610199,0.00025446113],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012701781,0.00021932683,0.00026378097,0.000657581,0.0013116183,0.00032364306,0.0011723705,0.00006234207,0.0011997478],"category_scores_gemma":[0.000067564244,0.00023290228,0.000054102697,0.0011860748,0.00011689131,0.00049587036,0.0016029271,0.00035642972,0.0009952746],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008055199,0.000217547,0.0069031497,0.00010591022,0.000017728054,0.00012078122,0.0061494615,0.0007447235,0.9765779,0.000717926,0.0069606854,0.00067870476],"study_design_scores_gemma":[0.00043588385,0.00055110536,0.00047980205,0.000027318301,0.000010868573,0.0000309587,0.0030548752,0.0000063570315,0.21541339,0.000022805914,0.7796281,0.00033855956],"about_ca_topic_score_codex":0.0004702011,"about_ca_topic_score_gemma":0.00036622983,"teacher_disagreement_score":0.7726674,"about_ca_system_score_codex":0.00046845298,"about_ca_system_score_gemma":0.00018196642,"threshold_uncertainty_score":0.99998856},"labels":[],"label_agreement":null},{"id":"W7112989120","doi":"","title":"Materials as Systems: The case of advanced textiles as key actors in a systemic change","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Perspective (graphical); Key (lock); Relation (database); Field (mathematics); Work (physics); Technological change","score_opus":0.09500558529577302,"score_gpt":0.31836983487293397,"score_spread":0.22336424957716094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112989120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8767548,0.00006148044,0.0000012120659,0.00016028737,0.0006125715,0.0013058139,0.000051999577,0.00009826554,0.12095357],"genre_scores_gemma":[0.9344375,0.00021652943,0.0000071674062,0.000008982006,0.00006575256,0.0000047445037,0.000008271684,0.00001846185,0.0652326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99568254,0.0023972795,0.0002852319,0.00054388586,0.00048740528,0.00060368783],"domain_scores_gemma":[0.99840677,0.00023351218,0.00021371842,0.00058479246,0.0003733029,0.00018792706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019176141,0.0002075195,0.00042738474,0.000725537,0.0011392566,0.00035421937,0.0015493802,0.000190968,0.00003209215],"category_scores_gemma":[0.00009809931,0.00018224442,0.00006574751,0.0017490326,0.00048616406,0.0011306149,0.00080940215,0.00023354261,0.00029253194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091560325,0.00005028033,0.00014902362,0.0002115994,0.0000250537,0.0048583224,0.0041852687,0.00007204564,0.5052936,0.48395818,0.00019426143,0.00008673562],"study_design_scores_gemma":[0.0037695013,0.0013060272,0.0011683312,0.0014867903,0.00009313238,0.0023032846,0.21193436,0.00020296934,0.57384664,0.0001300956,0.20276575,0.0009931183],"about_ca_topic_score_codex":0.05480755,"about_ca_topic_score_gemma":0.0015523812,"teacher_disagreement_score":0.48382807,"about_ca_system_score_codex":0.00054704765,"about_ca_system_score_gemma":0.00039652028,"threshold_uncertainty_score":0.9514866},"labels":[],"label_agreement":null},{"id":"W7127045902","doi":"10.33096/jat.v1i1.38","title":"EVALUASI PERBEDAAN KADAR NI DAN FE PADA FRONT PENAMBANGAN DENGAN STOCKPILE PADA PT GENETASI AGUNG PERKASA KABUPATEN KONAWE SELATAN","year":2023,"lang":"","type":"article","venue":"Jurnal Aneka Tambang","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Stockpile","score_opus":0.03798302553669149,"score_gpt":0.2676551558520112,"score_spread":0.22967213031531972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127045902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801133,0.0038191346,0.00004259805,0.0014183365,0.00953348,0.001486379,0.0005451062,0.0008561596,0.0021854688],"genre_scores_gemma":[0.97087705,0.0017612604,0.00041514722,0.00066431565,0.0032452603,0.0001753298,0.0003334413,0.00028780842,0.022240382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.98863274,0.0018592711,0.002168701,0.002113308,0.0024497611,0.0027762325],"domain_scores_gemma":[0.9955174,0.00019481922,0.0009945608,0.0013996835,0.000661476,0.0012321094],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0031494212,0.0014981715,0.0016185031,0.0006412634,0.0030588212,0.0022170765,0.0017576609,0.00071917713,0.007395277],"category_scores_gemma":[0.00032283238,0.0013218089,0.0006026024,0.0013277523,0.0005530861,0.0013546264,0.00090109225,0.0012186081,0.005924531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008542461,0.00031407044,0.005020594,0.000618329,0.00026122227,0.0005708989,0.007371264,0.0003732266,0.9525662,0.0001757718,0.020244384,0.011629774],"study_design_scores_gemma":[0.0043262728,0.0029585487,0.09775843,0.0011916753,0.0010130726,0.0013993874,0.009409163,0.011442622,0.5148147,0.00042152766,0.35033822,0.004926424],"about_ca_topic_score_codex":0.0045474167,"about_ca_topic_score_gemma":0.0017336608,"teacher_disagreement_score":0.43775156,"about_ca_system_score_codex":0.00077045284,"about_ca_system_score_gemma":0.0009465117,"threshold_uncertainty_score":0.9997767},"labels":[],"label_agreement":null},{"id":"W7128906144","doi":"10.5281/zenodo.18643322","title":"Tipos de Pintura en Polvo y sus aditivos","year":2023,"lang":"es","type":"article","venue":"Open MIND","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Conceptual architecture; Automatic identification and data capture; Context (archaeology)","score_opus":0.054001624391828346,"score_gpt":0.3311699543811967,"score_spread":0.27716832998936836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128906144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95059156,0.000052071064,0.000006527668,0.0015236617,0.0012602163,0.00045695377,0.0001309977,0.000018755109,0.045959268],"genre_scores_gemma":[0.9508863,0.00014580153,0.0004872258,0.00015423626,0.00050491834,0.000035735782,0.000027517066,0.000028387853,0.04772985],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834144,0.00031135837,0.00027543696,0.00038719224,0.00019333119,0.0004912375],"domain_scores_gemma":[0.9993577,0.00007475952,0.000092984024,0.00027137637,0.000058902006,0.00014428886],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00090774137,0.00018175703,0.0002456163,0.000086282394,0.00026122088,0.0017725687,0.0006931206,0.00013582934,0.062388923],"category_scores_gemma":[0.00014851576,0.00015611881,0.000043032665,0.00031653396,0.000090293106,0.00034825783,0.00043356366,0.00009917165,0.037541002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020913439,0.00004410697,0.00023350012,0.0000500229,0.000021554239,0.000044080432,0.0028279086,0.000020027515,0.95377487,0.00019029368,0.013959446,0.028625047],"study_design_scores_gemma":[0.0002473282,0.00013187766,0.0017000454,0.00008060605,0.00001791418,0.000018961851,0.00037831996,0.00015005749,0.51917046,0.00008376456,0.4778222,0.00019845535],"about_ca_topic_score_codex":0.0015840591,"about_ca_topic_score_gemma":0.00009449754,"teacher_disagreement_score":0.46386278,"about_ca_system_score_codex":0.00008272391,"about_ca_system_score_gemma":0.00022251662,"threshold_uncertainty_score":0.9992637},"labels":[],"label_agreement":null},{"id":"W7128915903","doi":"10.5281/zenodo.18643356","title":"Neumatica en Recubrimiento en Polvo","year":2024,"lang":"es","type":"article","venue":"Open MIND","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Qualitative analysis; Calibration; Lafora disease","score_opus":0.04528741619581945,"score_gpt":0.33706636756976205,"score_spread":0.2917789513739426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128915903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8288154,0.0006991627,0.000031693104,0.0034399598,0.004214291,0.0005871413,0.000102763544,0.000017332442,0.16209227],"genre_scores_gemma":[0.9315105,0.00026817227,0.0020605687,0.00012286224,0.0005271844,0.000025752215,0.000013250633,0.00003467733,0.06543703],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981324,0.0004043905,0.00037533575,0.0005069689,0.00023771975,0.00034314816],"domain_scores_gemma":[0.9993557,0.00011861894,0.000053306896,0.00030580553,0.000039236373,0.00012736012],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001058118,0.00020754723,0.00027108676,0.000087259206,0.00016816403,0.0050542564,0.0007127644,0.00014126024,0.13188721],"category_scores_gemma":[0.000119451666,0.00016498734,0.00005502311,0.00022061673,0.000077341545,0.0005783684,0.0004785396,0.00012860716,0.033517186],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017623091,0.00009036294,0.00003699531,0.00034166672,0.000052877374,0.000051199913,0.011511485,0.000010486377,0.82862777,0.0021268642,0.01234324,0.14463083],"study_design_scores_gemma":[0.00010405626,0.00013641432,0.00011211885,0.0004067519,0.00003704985,0.000027873863,0.0003039424,0.0003413396,0.26975417,0.00015370904,0.7284074,0.00021522444],"about_ca_topic_score_codex":0.00075743767,"about_ca_topic_score_gemma":0.00004704925,"teacher_disagreement_score":0.7160641,"about_ca_system_score_codex":0.0000949537,"about_ca_system_score_gemma":0.00020951313,"threshold_uncertainty_score":0.9959786},"labels":[],"label_agreement":null},{"id":"W7128923622","doi":"10.5281/zenodo.18643355","title":"Neumatica en Recubrimiento en Polvo","year":2024,"lang":"es","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Qualitative analysis; Calibration; Lafora disease","score_opus":0.0312534462831075,"score_gpt":0.263000104589142,"score_spread":0.23174665830603453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128923622","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31831312,0.002279127,0.0033184595,0.013672476,0.005392263,0.0019353676,0.0014154355,0.007359338,0.64631444],"genre_scores_gemma":[0.9853701,0.0009701993,0.00022729607,0.00023009621,0.00083778286,9.2272536e-8,0.0004852283,0.001850608,0.0100286165],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965436,0.0013160703,0.000431328,0.00064421084,0.0005162441,0.0005485372],"domain_scores_gemma":[0.9988295,0.000066610126,0.00007746026,0.00046598955,0.00031886547,0.0002415901],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016273353,0.00024604413,0.00023384053,0.00032218083,0.00191823,0.0068977806,0.0011211,0.000144407,0.13765046],"category_scores_gemma":[0.00081437617,0.00023079368,0.000080127924,0.00066270254,0.00020885441,0.0005189441,0.0012714963,0.00031730326,0.08920612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002058571,0.00017100379,0.0000012724092,0.001407862,0.00008970577,0.000049239814,0.009988664,0.0000341199,0.4784721,0.046220817,0.35731784,0.106041506],"study_design_scores_gemma":[0.00017510957,0.00034411103,0.00012039844,0.00028125098,0.000032138705,0.0001715665,0.0003847064,0.0007295239,0.017984422,0.00029529163,0.9792059,0.00027554826],"about_ca_topic_score_codex":0.000102827325,"about_ca_topic_score_gemma":3.3134447e-7,"teacher_disagreement_score":0.667057,"about_ca_system_score_codex":0.00028881448,"about_ca_system_score_gemma":0.000012994969,"threshold_uncertainty_score":0.9993811},"labels":[],"label_agreement":null},{"id":"W7128927826","doi":"10.5281/zenodo.18643323","title":"Tipos de Pintura en Polvo y sus aditivos","year":2023,"lang":"es","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Conceptual architecture; Automatic identification and data capture; Context (archaeology)","score_opus":0.03639140926401154,"score_gpt":0.2590479449089872,"score_spread":0.22265653564497564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128927826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76971066,0.00021100663,0.00073820027,0.0058625266,0.0019266421,0.0013129205,0.0013197222,0.0063649733,0.21255338],"genre_scores_gemma":[0.9879414,0.00060166576,0.00007529127,0.00027695525,0.0007460155,1.1892262e-7,0.00081137876,0.0015380514,0.008009156],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685186,0.0010963052,0.00034350483,0.000518445,0.0004476704,0.0007422378],"domain_scores_gemma":[0.9986793,0.000045656994,0.00012514424,0.0004351721,0.00044108,0.00027366664],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015098456,0.00022117766,0.00021814372,0.000331095,0.0026965404,0.00296189,0.001123162,0.00013802257,0.077383734],"category_scores_gemma":[0.0010268689,0.00022120806,0.00006535599,0.00094081997,0.00023604097,0.0003435363,0.0012496043,0.0002551126,0.10355097],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020784228,0.00009088311,0.0000050057874,0.00027773337,0.000039024595,0.000037973277,0.0031955407,0.000057659137,0.5702049,0.0059545618,0.39259154,0.02733733],"study_design_scores_gemma":[0.0003680711,0.00034645095,0.0011622155,0.000079786514,0.00001859972,0.00012196038,0.0004901918,0.00044027853,0.046391346,0.00019108808,0.9501212,0.00026876357],"about_ca_topic_score_codex":0.00017980965,"about_ca_topic_score_gemma":5.3303916e-7,"teacher_disagreement_score":0.5575297,"about_ca_system_score_codex":0.00025878742,"about_ca_system_score_gemma":0.000014040842,"threshold_uncertainty_score":0.9986018},"labels":[],"label_agreement":null},{"id":"W7134876169","doi":"","title":"Danish cake of a kind","year":2016,"lang":"da","type":"article","venue":"","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Danish; Period (music); Work (physics); Subject (documents)","score_opus":0.01791152859523418,"score_gpt":0.21918350117200286,"score_spread":0.20127197257676868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134876169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9207265,0.00009168103,0.00048764507,0.0012792546,0.0025996887,0.00016448021,0.00007213876,0.000064790365,0.07451385],"genre_scores_gemma":[0.9434545,0.00010279205,0.00023668954,0.00016875792,0.00018417934,0.0000039890665,4.6607025e-7,0.000010061882,0.055838574],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989277,0.000103453836,0.00032197786,0.00021824152,0.00019078424,0.00023785887],"domain_scores_gemma":[0.99943006,0.000039678456,0.00011341477,0.00023863824,0.00010135372,0.00007686692],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028640902,0.00011691797,0.00020547405,0.000036964542,0.00006360991,0.00006351943,0.00019640716,0.0000805409,0.09203869],"category_scores_gemma":[0.00008775694,0.00006190355,0.000042230604,0.00008515105,0.0001697376,0.0001604701,0.00008045465,0.000019532814,0.0020225702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000987578,0.000036356316,0.00023574219,0.000052927273,0.0000067348883,9.648519e-7,0.00017789038,1.16914535e-7,0.98512244,0.0037099624,0.007857398,0.0027006867],"study_design_scores_gemma":[0.000304795,0.00016846326,0.0006574751,0.000077476776,0.000009381935,0.0000048581933,0.000043958826,0.0000024086182,0.8855968,0.00029919753,0.11271717,0.00011800716],"about_ca_topic_score_codex":0.00086658023,"about_ca_topic_score_gemma":0.00025132005,"teacher_disagreement_score":0.10485976,"about_ca_system_score_codex":0.00002712238,"about_ca_system_score_gemma":0.00007864725,"threshold_uncertainty_score":0.99875444},"labels":[],"label_agreement":null},{"id":"W7139626527","doi":"","title":"Tagalong Trail","year":2023,"lang":"","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electronics; Quarter (Canadian coin); Girl; Event (particle physics); Quality (philosophy); Tile; Logo (programming language)","score_opus":0.024062540416119663,"score_gpt":0.21779263695951426,"score_spread":0.1937300965433946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139626527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7425031,0.00036237802,0.0021874306,0.002918981,0.0033437328,0.001594947,0.012216489,0.005132657,0.22974029],"genre_scores_gemma":[0.95142883,0.0008440804,0.00010705455,0.00022088693,0.000175412,0.000008094059,0.0002493591,0.0001209665,0.0468453],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99445045,0.00039545418,0.0009375762,0.0013068357,0.0008466739,0.002063004],"domain_scores_gemma":[0.99715227,0.00020361123,0.00044137266,0.0011286462,0.00021183952,0.0008622863],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065186794,0.0009092122,0.0009379989,0.0017090784,0.0011867489,0.0010009388,0.0016316588,0.00046184086,0.0029531291],"category_scores_gemma":[0.0001354656,0.000971459,0.0004992704,0.004647752,0.0010634421,0.0012571743,0.0010850444,0.00048637437,0.011582755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056287465,0.0021608006,0.0036886842,0.0016042569,0.0010287924,0.0046686865,0.003489444,0.0016040844,0.65184313,0.05832202,0.13611631,0.12984502],"study_design_scores_gemma":[0.0014065873,0.0004186798,0.000696123,0.00019560049,0.0001403293,0.00006571542,0.0009230911,0.001008537,0.06552361,0.0007084804,0.92743546,0.0014778054],"about_ca_topic_score_codex":0.0010117036,"about_ca_topic_score_gemma":0.00057172915,"teacher_disagreement_score":0.79131913,"about_ca_system_score_codex":0.00057186274,"about_ca_system_score_gemma":0.00050327723,"threshold_uncertainty_score":0.9992736},"labels":[],"label_agreement":null},{"id":"W7154618778","doi":"10.2310/6620.2009.00005aa","title":"Value of Extensive Patch Testing","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.02236856246476551,"score_gpt":0.2378655028050592,"score_spread":0.21549694034029368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154618778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825736,0.00006865858,0.00028537225,0.00074805715,0.00026664577,0.00006248793,0.0000072257917,0.000072289586,0.015915647],"genre_scores_gemma":[0.9949217,0.000006850034,0.0029202162,0.0019472537,0.000052413354,0.0000020673695,0.0000014235181,0.0000033290607,0.00014475023],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950767,0.000043176202,0.00016170362,0.00007883356,0.000101052494,0.00010759502],"domain_scores_gemma":[0.99969363,0.000023488717,0.00006528285,0.00009033819,0.0001000524,0.000027191618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007823936,0.00005198632,0.000099534824,0.000022692504,0.000057460562,0.000033173812,0.00007149278,0.000024124165,0.0008927235],"category_scores_gemma":[0.000107715096,0.00004396743,0.000015440542,0.00008335379,0.00002494342,0.00010087851,0.000011214958,0.000021513975,0.0001425136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025422712,0.000015792031,0.0003582216,0.000023495571,0.0000011143902,0.0000044855774,0.000452827,0.000029647235,0.98438174,0.0010115557,0.006725242,0.0069933524],"study_design_scores_gemma":[0.000097431985,0.00008439005,0.03281756,0.000036110974,0.0000035065716,0.000033455166,0.00003773614,0.00025288758,0.9591255,0.0017707554,0.00566336,0.00007728019],"about_ca_topic_score_codex":0.00036005845,"about_ca_topic_score_gemma":0.0000052669743,"teacher_disagreement_score":0.032459337,"about_ca_system_score_codex":0.0000075648873,"about_ca_system_score_gemma":0.000015173741,"threshold_uncertainty_score":0.9774697},"labels":[],"label_agreement":null},{"id":"W7164878515","doi":"10.5281/zenodo.20714981","title":"D1.4 - Report about the provision (incl. processing) of materials for the different PhDs","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"European Commission","keywords":"Government (linguistics); Work (physics); Key (lock)","score_opus":0.043597889646064196,"score_gpt":0.2745509793292582,"score_spread":0.230953089683194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164878515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91923016,0.00234208,0.02185563,0.0097301295,0.003808089,0.0047495873,0.00089889346,0.002756253,0.034629185],"genre_scores_gemma":[0.9963751,0.00007747325,0.0000532761,0.000072553026,0.00030548888,7.1307136e-7,0.00015020905,0.00042832963,0.0025368463],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998484,0.00023639743,0.00035351707,0.00029895426,0.00039120333,0.00023590741],"domain_scores_gemma":[0.998954,0.000044867083,0.00012693547,0.00034450856,0.0004832907,0.000046410423],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016705111,0.00011877413,0.00013748874,0.000063317304,0.0018595858,0.0018185081,0.0007002166,0.000043194694,0.011237339],"category_scores_gemma":[0.0005218655,0.00006218775,0.00004518257,0.00021363783,0.00021334484,0.00018273157,0.00047193043,0.00008604788,0.00075667934],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015257948,0.000046427656,2.1469417e-7,0.0004109492,0.000016142581,0.0000037611608,0.0015200862,0.0000126036975,0.8960635,0.0025562877,0.0626436,0.036573824],"study_design_scores_gemma":[0.000096068405,0.0001331353,0.00006338747,0.00006857117,0.00001722869,0.00008695642,0.00012946875,0.00023806545,0.29846895,0.00019500375,0.70043206,0.00007109193],"about_ca_topic_score_codex":0.00003563052,"about_ca_topic_score_gemma":5.511264e-7,"teacher_disagreement_score":0.6377885,"about_ca_system_score_codex":0.00006553308,"about_ca_system_score_gemma":0.000010749477,"threshold_uncertainty_score":0.99943984},"labels":[],"label_agreement":null},{"id":"W7164923833","doi":"10.5281/zenodo.20714982","title":"D1.4 - Report about the provision (incl. processing) of materials for the different PhDs","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"European Commission","keywords":"Government (linguistics); Work (physics); Key (lock)","score_opus":0.043597889646064196,"score_gpt":0.2745509793292582,"score_spread":0.230953089683194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164923833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91923016,0.00234208,0.02185563,0.0097301295,0.003808089,0.0047495873,0.00089889346,0.002756253,0.034629185],"genre_scores_gemma":[0.9963751,0.00007747325,0.0000532761,0.000072553026,0.00030548888,7.1307136e-7,0.00015020905,0.00042832963,0.0025368463],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998484,0.00023639743,0.00035351707,0.00029895426,0.00039120333,0.00023590741],"domain_scores_gemma":[0.998954,0.000044867083,0.00012693547,0.00034450856,0.0004832907,0.000046410423],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016705111,0.00011877413,0.00013748874,0.000063317304,0.0018595858,0.0018185081,0.0007002166,0.000043194694,0.011237339],"category_scores_gemma":[0.0005218655,0.00006218775,0.00004518257,0.00021363783,0.00021334484,0.00018273157,0.00047193043,0.00008604788,0.00075667934],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015257948,0.000046427656,2.1469417e-7,0.0004109492,0.000016142581,0.0000037611608,0.0015200862,0.0000126036975,0.8960635,0.0025562877,0.0626436,0.036573824],"study_design_scores_gemma":[0.000096068405,0.0001331353,0.00006338747,0.00006857117,0.00001722869,0.00008695642,0.00012946875,0.00023806545,0.29846895,0.00019500375,0.70043206,0.00007109193],"about_ca_topic_score_codex":0.00003563052,"about_ca_topic_score_gemma":5.511264e-7,"teacher_disagreement_score":0.6377885,"about_ca_system_score_codex":0.00006553308,"about_ca_system_score_gemma":0.000010749477,"threshold_uncertainty_score":0.99943984},"labels":[],"label_agreement":null},{"id":"W79214182","doi":"","title":"Characterization of heat treated bismuth-indium thin films","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Transmission electron microscopy; Thin film; Bismuth; Annealing (glass); Crystallite; Indium; Recrystallization (geology); Analytical Chemistry (journal); Laser; Optoelectronics; Nanotechnology; Metallurgy; Optics; Chemistry","score_opus":0.010996657104711411,"score_gpt":0.20403318243072957,"score_spread":0.19303652532601817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W79214182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819336,0.000034233253,0.000011566062,0.00003376355,0.0011896758,0.00028118124,0.00022566483,0.0001687813,0.016121522],"genre_scores_gemma":[0.90497035,0.00021770493,0.000053783733,0.000049144597,0.0001532031,0.0000020701716,0.002972893,0.000044038774,0.09153682],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985804,0.00014627287,0.0003119446,0.0004128582,0.00028060173,0.00026791968],"domain_scores_gemma":[0.9991302,0.000015865922,0.00026245438,0.0002765037,0.00021692555,0.00009807791],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010869632,0.00030035494,0.00041408386,0.0004652982,0.00018804376,0.00007136436,0.00037301722,0.00039643075,0.0072872336],"category_scores_gemma":[0.000014977853,0.00030355292,0.00011637231,0.0004917215,0.000055113247,0.00038036334,0.00003399856,0.00013652488,0.0002225671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013849692,0.00017638455,0.005623528,0.0003236515,0.000056083467,0.000026806449,0.00030252003,0.000060971925,0.98735744,0.0003849464,0.003851958,0.00045071778],"study_design_scores_gemma":[0.0004574257,0.000108664426,0.00080625236,0.00012319544,0.00009406221,7.262243e-9,0.0036094403,0.000054313554,0.90374017,0.0000070138362,0.09065941,0.0003400242],"about_ca_topic_score_codex":0.00070333394,"about_ca_topic_score_gemma":0.026220275,"teacher_disagreement_score":0.08680745,"about_ca_system_score_codex":0.00009645665,"about_ca_system_score_gemma":0.000115337876,"threshold_uncertainty_score":0.99994165},"labels":[],"label_agreement":null},{"id":"W851671210","doi":"","title":"INTERTECH 2000 VANCOUVER论文简介：超硬材料在航空领域的应用","year":2001,"lang":"zh","type":"article","venue":"金刚石与磨料磨具工程","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.02254232355089255,"score_gpt":0.24510487319646904,"score_spread":0.22256254964557648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W851671210","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48115695,0.003091711,0.001202051,0.002983208,0.02276141,0.0008940431,0.00010749723,0.00093842816,0.4868647],"genre_scores_gemma":[0.8821923,0.0010869891,0.00033045385,0.0014390909,0.0012599636,0.00003817461,0.000011147553,0.00007036702,0.11357148],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967485,0.00028725906,0.00072077225,0.0007623842,0.00052923034,0.00095183053],"domain_scores_gemma":[0.99846274,0.000057856152,0.0002295627,0.0007592393,0.00019738224,0.000293229],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006461317,0.00047667077,0.00054026797,0.00017433829,0.00046030222,0.0006132632,0.000747921,0.00032565414,0.0728537],"category_scores_gemma":[0.00014427285,0.0004167989,0.00015368524,0.0005024728,0.00027615528,0.00052278873,0.00029233398,0.00029247228,0.012978035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018405869,0.00072459056,0.0013515308,0.00041491765,0.00012361973,0.00025779736,0.006201338,0.00006300536,0.72450304,0.0062336214,0.21692751,0.04135841],"study_design_scores_gemma":[0.00085681176,0.000470698,0.00051118195,0.00020356876,0.000059999435,0.00016972133,0.00051526586,0.00030561484,0.07913126,0.0027718984,0.9142072,0.00079676096],"about_ca_topic_score_codex":0.0016190389,"about_ca_topic_score_gemma":0.0007011798,"teacher_disagreement_score":0.6972797,"about_ca_system_score_codex":0.00027593138,"about_ca_system_score_gemma":0.00027017258,"threshold_uncertainty_score":0.9998284},"labels":[],"label_agreement":null}]}