{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"da67a2c9a52b","filters":{"topic":"Experience-Based Knowledge Management"}},"results":[{"id":"W4248186773","doi":"10.1038/sj.bdj.2016.814","title":"Guidelines for the selection, use, and maintenance of LED light-curing units – Part II","year":2016,"lang":"en","type":"article","venue":"BDJ","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Curing (chemistry); Selection (genetic algorithm); Computer science; Reliability engineering; Dentistry; Materials science; Medicine; Engineering; Polymer chemistry; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.0816578722955148,"gpt":0.2876307883885408,"spread":0.205972916093026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002901501,0.00007461428,0.0000820615,0.0000392979,0.0001697049,0.00004551321,0.0003725684,0.00001771239,0.00000393444],"category_scores_gemma":[0.0005843444,0.00003906206,0.00002068943,0.0002678361,0.00004209151,0.0002681991,0.0002382793,0.00001918769,0.000002986082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001847818,"about_ca_system_score_gemma":0.00003808337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001120612,"about_ca_topic_score_gemma":0.00006352773,"domain_scores_codex":[0.9993204,0.00001998642,0.0001870046,0.0002066114,0.0001024427,0.0001635857],"domain_scores_gemma":[0.9988005,0.0001738353,0.00007573668,0.0002973169,0.0006233656,0.00002923012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003665368,0.00007689348,0.004599063,0.00006748424,0.0000787309,0.000002161662,0.002840682,0.00008723071,0.01254554,0.5089132,0.3291736,0.1415788],"study_design_scores_gemma":[0.0006292965,0.0001434741,0.001374886,0.0001569627,0.00000948679,0.000004211383,0.00009297943,0.01114065,0.04413432,0.001777231,0.9403797,0.0001567689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03374837,0.0003863035,0.9454963,0.01804413,0.0006613068,0.0004664258,0.000002516704,0.0001133054,0.001081322],"genre_scores_gemma":[0.9455408,0.0001594866,0.03069647,0.0007497045,0.0002872906,0.0001945373,2.887589e-7,0.00001542413,0.02235596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9147999,"threshold_uncertainty_score":0.1592904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081305132","doi":"10.5539/enrr.v3n1p51","title":"Analysis of Poaching Activities in Kainji Lake National Park of Nigeria","year":2012,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Poaching; Geography; Socioeconomics; National park; Descriptive statistics; Livestock; Environmental protection; Forestry; Environmental health; Statistics; Population; Medicine; Mathematics; Archaeology; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.03061385042249991,"gpt":0.312498902460654,"spread":0.2818850520381541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962908,0.00008397542,0.0001923821,0.0008743298,0.0000818485,0.00003197369,0.0004316889,0.00003837879,0.00006147545],"category_scores_gemma":[0.00009878338,0.00007153663,0.00005758359,0.0008497883,0.0002389839,0.0003258523,0.0005761407,0.0002209048,0.000003107833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008033813,"about_ca_system_score_gemma":0.00001160916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002548251,"about_ca_topic_score_gemma":0.00006441788,"domain_scores_codex":[0.9979325,0.0002908363,0.0002158922,0.0002223925,0.001010435,0.0003279613],"domain_scores_gemma":[0.9991592,0.0004583865,0.00006881615,0.0002291266,0.00001914456,0.00006531304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008858173,0.0004469436,0.9036132,0.00007232929,0.0003322993,0.000003887974,0.03761699,0.001015343,0.01120758,0.009085047,0.0001201267,0.03639769],"study_design_scores_gemma":[0.0003673339,0.0001101854,0.9537892,0.00003147879,0.00001815409,5.126563e-7,0.002332329,0.02452444,0.006171396,0.0002787435,0.01218056,0.0001957182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949145,0.001848975,0.0004236393,0.0001089396,0.00003117067,0.0001110564,0.000003287761,0.000006001365,0.002552441],"genre_scores_gemma":[0.9984295,0.0001036746,0.0009015349,0.00001037682,0.00002689158,0.0000153511,0.000004095442,0.000003544214,0.0005050276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05017597,"threshold_uncertainty_score":0.2917179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1480799032","doi":"10.1117/12.2245794","title":"Front Matter: Volume 9836","year":2016,"lang":"en","type":"paratext","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Energy Technology Laboratory; University of California, Davis; Army Research Laboratory; National Institutes of Health; Bilkent Üniversitesi; Queen's University; Queen's University Belfast; University of Alberta; Jet Propulsion Laboratory; Princeton University; University of Arizona; King Abdullah University of Science and Technology; University of Pennsylvania; Purdue University; National Science Foundation","keywords":"Front (military); Volume (thermodynamics); Computer science; Physics; Engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.009816300907860346,"gpt":0.2275648926828428,"spread":0.2177485917749824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008465335,0.0008310943,0.000970804,0.000299439,0.0001551829,0.0005139121,0.00589836,0.0005153817,0.0005533207],"category_scores_gemma":[0.0003034058,0.0006473781,0.001339707,0.0004390451,0.0004231913,0.001205536,0.001453735,0.0006307562,0.000944312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006113076,"about_ca_system_score_gemma":0.0001271075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001314044,"about_ca_topic_score_gemma":1.48722e-7,"domain_scores_codex":[0.995079,2.986051e-8,0.001314952,0.001187101,0.001502991,0.0009159448],"domain_scores_gemma":[0.9956087,0.0001710153,0.001037666,0.0002654856,0.002654975,0.0002620885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004392577,0.0001814857,0.00006982413,0.001354914,0.0007431594,2.791051e-7,0.0004487609,0.00003910183,0.0489831,0.3288323,0.618221,0.00108216],"study_design_scores_gemma":[0.002383429,0.000845074,0.0002898671,0.002986396,0.0003319482,0.00003396728,0.0008821501,0.03799955,0.06791797,0.002824812,0.8812024,0.002302444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6564941,0.001395885,0.007533606,0.01632364,0.007147247,0.00290203,0.0003605271,0.0004197227,0.3074233],"genre_scores_gemma":[0.0197253,0.00128455,0.6523671,0.001505087,0.006250264,0.002469064,0.0000808672,0.0005890607,0.3157287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6448335,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1515559992","doi":"10.2478/cttr-2013-0946","title":"Updates of CORESTA Recommended Methods after Further Collaborative Studies Carried Out under Both ISO and Health Canada Intense Smoking Regimes","year":2013,"lang":"en","type":"article","venue":"Beiträge zur Tabakforschung international","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Propionaldehyde; Butyraldehyde; Crotonaldehyde; Sidestream smoke; Chemistry; Acrolein; Acetaldehyde; Smoke; Formaldehyde; Heptanal; tar (computing); Repeatability; Isoprene; Cigarette smoke; Organic chemistry; Chromatography; Environmental health; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04048631971708699,"gpt":0.3591242411495396,"spread":0.3186379214324526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007414927,0.0002925726,0.0004222064,0.0002118636,0.0001283687,0.0001863497,0.0007776564,0.00005081315,0.0001151762],"category_scores_gemma":[0.0001701169,0.0002569169,0.00005636526,0.0003181396,0.0001595216,0.0007003693,0.0007939627,0.0001798854,0.000005401939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000539746,"about_ca_system_score_gemma":0.0005845816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02413221,"about_ca_topic_score_gemma":0.0900858,"domain_scores_codex":[0.9976311,0.0002772587,0.0006081478,0.0005839631,0.0005127881,0.0003867114],"domain_scores_gemma":[0.9977983,0.0003243587,0.0004146836,0.000468896,0.0008354323,0.0001583073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000288276,0.0004848784,0.112345,0.0004645724,0.004614556,0.0001006926,0.1469094,0.0003665931,0.001100577,0.2892172,0.3343239,0.1097844],"study_design_scores_gemma":[0.01229708,0.00212401,0.2496427,0.00309802,0.0002822142,0.0001308571,0.2562981,0.1248044,0.03977727,0.06096593,0.2443037,0.006275727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3412297,0.01718723,0.4515909,0.1573562,0.0142848,0.004049853,0.0002446783,0.0005367709,0.01351987],"genre_scores_gemma":[0.9210162,0.0001932378,0.0737227,0.003105395,0.00009324057,0.0002539507,0.0000159856,0.00002589612,0.001573423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5797865,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1888386441","doi":"","title":"Authenticity metadata and the IPAM: progress toward the interpares application profile","year":2012,"lang":"en","type":"article","venue":"International Conference on Dublin Core and Metadata Applications","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Metadata; Presumption; Extant taxon; Computer science; Meta Data Services; Schema (genetic algorithms); World Wide Web; Information retrieval; Metadata repository; Data science; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.09303277652311517,"gpt":0.3458511359965288,"spread":0.2528183594734136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009265081,0.0001892124,0.0001714629,0.0001016798,0.0003015733,0.001128049,0.002130088,0.00004236543,0.00003236142],"category_scores_gemma":[0.00008563732,0.0001096253,0.0000459557,0.0002799074,0.0005610924,0.001664928,0.001064047,0.0001975702,0.00004547264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003418491,"about_ca_system_score_gemma":0.00005800217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005027675,"about_ca_topic_score_gemma":0.00002595623,"domain_scores_codex":[0.9984259,0.0001031986,0.0003176712,0.0004830177,0.000425113,0.0002450712],"domain_scores_gemma":[0.9980831,0.0002795158,0.0002087884,0.001077426,0.0002418059,0.0001094041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001910554,0.0001008701,0.0002891705,0.000008435832,0.0000596267,1.405354e-7,0.001211047,4.009885e-7,0.00006300172,0.9321881,0.0006000169,0.06546009],"study_design_scores_gemma":[0.002425894,0.0001216861,0.007339581,0.00008335988,0.0002622932,0.00005273729,0.003550978,0.2324194,0.002428335,0.1003294,0.6501254,0.000860921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003029283,0.0009317811,0.9600759,0.02760701,0.0002924475,0.001736764,0.00008649117,0.0001091499,0.006131226],"genre_scores_gemma":[0.988012,0.0002075835,0.006465396,0.0007271529,0.0001698355,0.003225268,0.0001088898,0.000008848831,0.001075031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9849827,"threshold_uncertainty_score":0.9999089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293168774","doi":"10.6028/nist.ir.8433","title":"Advanced communications technologies standards","year":2022,"lang":"en","type":"report","venue":"","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Standards and Technology; National Telecommunications and Information Administration; International Atomic Energy Agency; Canadian Patient Safety Institute; U.S. General Services Administration; National Aeronautics and Space Administration","keywords":"Agency (philosophy); Section (typography); Political science; Public administration; Engineering; Public relations; Business; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.04771071280869855,"gpt":0.3534327488053546,"spread":0.305722035996656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.001222278,0.0002806582,0.0003502073,0.0004175418,0.0004560772,0.0002016782,0.009140371,0.0001373579,0.000375178],"category_scores_gemma":[0.0005263032,0.0002650969,0.0001324772,0.0009971657,0.0002196727,0.0002751932,0.01266826,0.0006683516,0.00004154107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914681,"about_ca_system_score_gemma":0.002276343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005520404,"about_ca_topic_score_gemma":0.000140016,"domain_scores_codex":[0.9965438,0.00008692308,0.0004339205,0.0006931245,0.001889072,0.0003531362],"domain_scores_gemma":[0.9922476,0.0001238617,0.0002766491,0.006600236,0.0007109841,0.0000406132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001293997,0.0001067998,0.00002238414,0.00008297355,0.00003701456,0.00002630097,0.0003778618,0.00002760934,0.000007708848,0.1475222,0.1929979,0.6587899],"study_design_scores_gemma":[0.00009351187,0.00007874866,0.000006712765,0.00003370044,0.000008728842,0.000009966221,0.0009609882,0.0006726578,0.0001417441,0.002184934,0.9954854,0.0003228954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.000002287178,0.006515928,0.1695835,0.002833867,0.001340759,0.0004616971,0.00004057851,0.00273232,0.8164891],"genre_scores_gemma":[0.02513459,0.038454,0.7237332,0.0005036704,0.0001232354,0.00510398,0.0002379668,0.0001508085,0.2065586],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8024875,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906872709","doi":"10.4018/978-1-4666-4490-8.ch030","title":"Museum Information and Communicability Evaluation","year":2013,"lang":"en","type":"book-chapter","venue":"Advances in human and social aspects of technology book series","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Electronic Arts (Canada)","funders":"","keywords":"Modalities; Presentation (obstetrics); Painting; Sculpture; Heuristic; Computer science; Multimedia; Visual arts; Human–computer interaction; Art; Sociology; Artificial intelligence; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.01174408710843663,"gpt":0.2643634033275162,"spread":0.2526193162190796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002838968,0.0002045133,0.0003577512,0.000390572,0.0002319328,0.00005529513,0.0005700713,0.0002886939,0.0000379815],"category_scores_gemma":[0.00003857831,0.0002135864,0.00003195601,0.00006559644,0.001336272,0.002718219,0.0007847499,0.0002980055,0.000005432002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061607,"about_ca_system_score_gemma":0.00004548899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009324562,"about_ca_topic_score_gemma":0.0002340703,"domain_scores_codex":[0.9989131,0.00002868023,0.0004205532,0.000261111,0.0002209001,0.0001556543],"domain_scores_gemma":[0.9989661,0.00003570314,0.000344518,0.0004523376,0.0001835532,0.00001779285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002650771,0.000009056442,0.00002831918,0.00009115875,0.000008545127,6.648246e-7,0.001549211,7.810916e-7,0.00000780602,0.9108407,0.00002490699,0.08743618],"study_design_scores_gemma":[0.0002770653,0.0001736145,0.000156001,0.00008733072,0.00001156292,0.000002059898,0.0005496927,0.0001030371,0.0001607504,0.831642,0.1666158,0.0002211621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002889349,0.01838365,0.0006549157,0.002878492,0.0002034542,0.001153764,0.000005431408,0.0002840662,0.9735469],"genre_scores_gemma":[0.9645463,0.01406551,0.009837526,0.0003419757,0.00007923222,0.0003640816,0.00004040212,0.0000362212,0.0106888],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9628581,"threshold_uncertainty_score":0.8709799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739305320","doi":"10.5539/ass.v13n8p103","title":"Study of Package Design for a Craft Wooden Boat Model Using Corrugated Board and Natural Extract to Prevent Termites","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Craft; Package design; Packaging and labeling; Corrugated fiberboard; Drop test; Advertising; Engineering; Marketing; Business; Engineering drawing; Visual arts; Mechanical engineering; Structural engineering; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.05444816693772127,"gpt":0.3420897834494838,"spread":0.2876416165117626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009534194,0.0001671293,0.0002304419,0.0001361067,0.001561369,0.000724871,0.002230289,0.00003438623,7.549494e-7],"category_scores_gemma":[0.0002605106,0.0001543617,0.00004720167,0.000373752,0.0004474284,0.001269942,0.001009987,0.00008158089,0.000001819365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358742,"about_ca_system_score_gemma":0.0002101553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000486249,"about_ca_topic_score_gemma":0.00005141025,"domain_scores_codex":[0.9980241,0.00006436738,0.0002438245,0.0006635039,0.0005435991,0.0004606167],"domain_scores_gemma":[0.9987143,0.00005148175,0.0002415491,0.0006475483,0.0001965887,0.0001484928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000136772,0.002343404,0.003356623,0.00008752636,0.00007582081,0.00006077582,0.2617225,0.0008041342,0.1427716,0.0162359,0.0009095919,0.5714952],"study_design_scores_gemma":[0.002553937,0.001921056,0.08073296,0.0001753423,0.00008653857,0.000007799802,0.01477826,0.8330244,0.05380004,0.01136393,0.0001250069,0.001430684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5019584,0.00002450469,0.4927765,0.0005569978,0.0003419565,0.001708154,0.000002851401,0.00005787804,0.002572856],"genre_scores_gemma":[0.9422699,4.976231e-7,0.05736922,0.00006098711,0.00004550919,0.00006734284,1.098329e-7,0.000008031024,0.0001784146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8322203,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254194707","doi":"10.22215/etd/2013-06330","title":"Measurement of thermal conductivity of smaller thermal insulation specimens using standard heat flow meter apparatus","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Heat flow; Metre; Thermal conductivity; Electrical engineering; Thermal insulation; Thermal; Materials science; Mechanical engineering; Engineering; Physics; Thermodynamics; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.05159575060823762,"gpt":0.2750058661728644,"spread":0.2234101155646268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000711087,0.0004089237,0.00064435,0.0003175008,0.00008791393,0.0000942453,0.0007934329,0.0001988631,0.0003176058],"category_scores_gemma":[0.00003643883,0.0003482464,0.0002072559,0.0003900132,0.00007595278,0.0006103108,0.0001805035,0.0002030634,0.00001901093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127203,"about_ca_system_score_gemma":0.0003270382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002028597,"about_ca_topic_score_gemma":0.00008505752,"domain_scores_codex":[0.9966364,0.0002183211,0.0007532026,0.000639039,0.001396876,0.0003561887],"domain_scores_gemma":[0.9973567,0.00003409115,0.0004366041,0.0009473872,0.001139322,0.00008594521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001650623,0.0003377336,0.0002415315,0.0003925107,0.0003295985,0.000003592358,0.006663558,0.00635521,0.9645685,0.005355109,0.00009067649,0.0154969],"study_design_scores_gemma":[0.001052724,0.0003749263,0.01386414,0.0003777104,0.0001089196,8.982694e-7,0.000852796,0.1133016,0.8689385,0.0001882739,0.0002162072,0.0007232979],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8790367,0.0004272335,0.09325708,0.00002121819,0.001230662,0.0009295936,0.000006572044,0.00006600109,0.02502494],"genre_scores_gemma":[0.9691496,0.000005569882,0.03000718,0.00001680673,0.00008114983,0.00004643882,0.00002346713,0.00003088913,0.0006389247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069464,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1576844217","doi":"","title":"A Laser Position-Sensing System for the Study of Vibration Shaker Tilting","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Shaker; Position (finance); Vibration; Acoustics; Laser; Structural engineering; Engineering; Materials science; Optics; Physics; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.0152531750003015,"gpt":0.2493739419407287,"spread":0.2341207669404272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884686,0.00006725534,0.00008054872,0.00004509392,0.0001966928,0.0001054271,0.0003833922,0.00002043783,0.000005625135],"category_scores_gemma":[0.00003344333,0.00004856931,0.00003144296,0.0001860352,0.00002151123,0.0001757258,0.0001392411,0.00006828943,0.000008410508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002075192,"about_ca_system_score_gemma":0.00002013215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001020702,"about_ca_topic_score_gemma":0.0000669059,"domain_scores_codex":[0.9992737,0.00003909546,0.0001762836,0.000197695,0.0001880965,0.00012511],"domain_scores_gemma":[0.999123,0.0001755544,0.00009133945,0.000464586,0.0001226121,0.00002290193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003655823,0.0006882512,0.0008036194,0.0001807928,0.0001168888,0.00002142477,0.05700152,0.0005992426,0.4792062,0.1840721,0.001399504,0.2758739],"study_design_scores_gemma":[0.0007505447,0.0002424575,0.0008836863,0.0000404539,0.00002458716,0.000007818883,0.006082313,0.9271935,0.06363075,0.0006417669,0.0003561258,0.0001460328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4135892,0.000002823504,0.5794742,0.0003262258,0.0006825007,0.0007444737,5.922107e-7,0.00008330768,0.005096626],"genre_scores_gemma":[0.9713128,5.489192e-8,0.02842407,0.00005395232,0.00009181759,0.00004521583,4.411687e-7,0.000005655521,0.0000659664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9265942,"threshold_uncertainty_score":0.1980599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2533158144","doi":"10.11159/icesdp16.109","title":"Product Environmental Footprint for Feed Production in Thailand","year":2016,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Footprint; Production (economics); Ecological footprint; Product (mathematics); Computer science; Sustainability; Geography; Mathematics; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.006011170416868639,"gpt":0.1854575961114562,"spread":0.1794464256945875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001555385,0.000237773,0.0001945205,0.0001616768,0.00009477116,0.00005260863,0.0005505173,0.00002708001,0.000006496518],"category_scores_gemma":[0.00003479036,0.0001540403,0.00006168702,0.0001396759,0.0001310194,0.0003375925,0.0003901629,0.00009737995,0.00000124305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794004,"about_ca_system_score_gemma":0.000003711112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002075754,"about_ca_topic_score_gemma":0.00000888717,"domain_scores_codex":[0.9986303,0.000004668632,0.0002598728,0.0005467165,0.0002516286,0.0003068558],"domain_scores_gemma":[0.9995343,0.00003845622,0.0001288173,0.0002325362,0.000005081286,0.00006079852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001232206,0.0001297542,0.05204683,0.0003169561,0.0000770088,0.000001499582,0.0009923157,0.00146759,0.8642414,0.01688574,0.0002816155,0.06343609],"study_design_scores_gemma":[0.001641241,0.0001941235,0.1454397,0.0005254783,0.00002211663,0.00002017411,0.0002222289,0.009961857,0.8365023,0.001591142,0.0031957,0.0006839941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967414,0.0001457057,0.0002564767,0.0009188082,0.0009039863,0.000766122,0.000007967836,0.00005270409,0.0002068281],"genre_scores_gemma":[0.9970995,0.00004595061,0.001705637,0.00001822314,0.0000660206,0.0001106535,7.454998e-7,0.00001940121,0.0009339025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09339289,"threshold_uncertainty_score":0.6281583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416877186","doi":"10.37665/smizngx75093","title":"Critical Manufacturing Issues and Solutions for Tracking Moisture Sensitive Devices (MSDs)","year":2001,"lang":"","type":"article","venue":"SMTA International","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré de Santé et Services Sociaux de la Gaspésie","funders":"","keywords":"Reliability (semiconductor); Control (management); Tracking (education); Customer satisfaction; Product (mathematics); Material handling; Control system; Container (type theory)","retraction":null,"screen_n_in":null,"score":{"opus":0.03990185873940716,"gpt":0.3295783693168803,"spread":0.2896765105774731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005452449,0.0003393995,0.0002588403,0.0002697647,0.0008514589,0.001243155,0.0008670504,0.0001283336,0.0001612804],"category_scores_gemma":[0.0004284469,0.00036769,0.0001439607,0.0001568193,0.0003489529,0.001465331,0.0009112326,0.0002603301,0.00005874681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418435,"about_ca_system_score_gemma":0.00006239826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009742356,"about_ca_topic_score_gemma":0.0003508597,"domain_scores_codex":[0.9971767,0.00009044771,0.0004773949,0.0009443769,0.0005867046,0.0007243413],"domain_scores_gemma":[0.9982072,0.0004996652,0.0001336589,0.0003573711,0.0006119392,0.0001901916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001487429,0.0006537387,0.002393418,0.0002190734,0.000449959,0.0003035694,0.01422823,0.0006888105,0.0005549585,0.6664087,0.003605094,0.3103457],"study_design_scores_gemma":[0.001978976,0.0004528647,0.04372022,0.0009204292,0.0001570965,0.0003361734,0.00450267,0.6235171,0.01273151,0.01963986,0.2905154,0.001527752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03182978,0.001940754,0.906862,0.03379017,0.006008649,0.0007079113,0.00007483591,0.0001646332,0.01862122],"genre_scores_gemma":[0.9793441,0.0001816428,0.01631682,0.0007797905,0.001298649,0.00007811888,0.00001729113,0.00002298583,0.001960586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9475144,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7100889937","doi":"","title":"Systems " (2012). Electronic Theses and Dissertations. Paper 5346. Towards More Reliable MAC and PHY Layer Designs for High QoS Achievements for Safety Messaging in DSRC Systems By","year":2012,"lang":"en","type":"article","venue":"","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Permission; PHY; Layer (electronics); Windsor; Quality (philosophy); Application layer; Authorization","retraction":null,"screen_n_in":null,"score":{"opus":0.02694434619683419,"gpt":0.2854176218878626,"spread":0.2584732756910284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114158,0.0002926046,0.0003496302,0.0001575319,0.0002892225,0.0003567118,0.0004635272,0.00008063742,0.000008702053],"category_scores_gemma":[0.00005119977,0.0002408477,0.00004210685,0.0002857391,0.00004542213,0.001367119,0.0001843256,0.00009643561,0.000005210246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078344,"about_ca_system_score_gemma":0.00006791005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004241388,"about_ca_topic_score_gemma":0.0001124945,"domain_scores_codex":[0.9976832,0.00009206612,0.0004615525,0.000582152,0.0002779768,0.000903036],"domain_scores_gemma":[0.9988301,0.0002745917,0.0001358993,0.000484268,0.000113675,0.000161468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002048547,0.0006519536,0.02284076,0.001648517,0.0002759008,0.000001296044,0.01185572,0.0007092015,0.009322306,0.9281899,0.01708327,0.007216312],"study_design_scores_gemma":[0.01442705,0.001792842,0.02088056,0.001459463,0.0003496121,0.00003846433,0.02647853,0.2405198,0.01771195,0.005300613,0.6660388,0.005002411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06630179,0.008451431,0.9179187,0.0007554157,0.0007859069,0.003580902,0.00002210121,0.0001817566,0.002002024],"genre_scores_gemma":[0.9838795,0.0001285759,0.008367343,0.0001942784,0.00008054311,0.001716084,0.00002332653,0.00003362095,0.005576734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9228893,"threshold_uncertainty_score":0.9821484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416884617","doi":"10.37665/srdnikr63209","title":"Addressing the Problems with Ionic Cleanliness Testing on Modern Circuits","year":2017,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Printed circuit board; Reliability (semiconductor); Electronic circuit; Point (geometry); Test data; Test method; Voltage; Resistor; Volume (thermodynamics)","retraction":null,"screen_n_in":null,"score":{"opus":0.1770697590881064,"gpt":0.314400542908823,"spread":0.1373307838207166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001755866,0.000564595,0.0005125662,0.00008902511,0.005190218,0.005024947,0.002738312,0.0001583088,0.000009276117],"category_scores_gemma":[0.0009149356,0.0003459195,0.00008150178,0.0002467092,0.002320507,0.0008571686,0.00134917,0.0006997427,0.0000141421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008248813,"about_ca_system_score_gemma":0.0005826045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004809557,"about_ca_topic_score_gemma":0.0002954649,"domain_scores_codex":[0.9959059,0.0002809979,0.0005991592,0.001614432,0.0007390361,0.0008604147],"domain_scores_gemma":[0.9951805,0.0006260592,0.0006765319,0.002757552,0.0005311777,0.000228194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002578156,0.0003026776,0.02548514,0.0008545498,0.00005800807,0.00002229325,0.01270391,0.01214369,0.000129622,0.007341904,0.00001422984,0.9409182],"study_design_scores_gemma":[0.000914106,0.0009981934,0.0537788,0.004263901,0.00006249858,0.00001949475,0.001505828,0.9240446,0.0004645755,0.01269247,0.000352278,0.0009032628],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8428552,0.001344028,0.1093449,0.007491133,0.002245571,0.001836457,0.000006420719,0.0003173359,0.03455899],"genre_scores_gemma":[0.9977443,0.0001282554,0.001331865,0.0001016573,0.0002585753,0.00009583224,7.353954e-7,0.00002472935,0.0003140213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9400149,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7038654682","doi":"","title":"Integration of biodiversity protection with environmental and sustainability education in and around Carpathian Protected Areas","year":2023,"lang":"en","type":"other","venue":"View","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biodiversity; Sustainability; Transformative learning; Sustainable development; Set (abstract data type); Biodiversity conservation","retraction":null,"screen_n_in":null,"score":{"opus":0.008984485697069522,"gpt":0.2189359542439123,"spread":0.2099514685468428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159649,0.0001247935,0.000150079,0.0002458429,0.00003270738,0.00003358567,0.0001239053,0.00007094414,0.000007572904],"category_scores_gemma":[0.00002204101,0.0001082744,0.00001137388,0.0002423333,0.0001052835,0.0001256302,0.0001293409,0.00009422239,0.000004506327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412691,"about_ca_system_score_gemma":0.0001313947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646042,"about_ca_topic_score_gemma":0.002175207,"domain_scores_codex":[0.9992287,0.00008536565,0.0001101134,0.0003585511,0.0001261722,0.0000910676],"domain_scores_gemma":[0.9995632,0.000007569226,0.0001231785,0.0002554418,0.00002007444,0.00003057149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002969991,0.0004192218,0.02007179,0.002063792,0.00003316983,0.000009609357,0.006330109,0.000002432983,0.0002160401,0.001411257,0.0008462538,0.9685666],"study_design_scores_gemma":[0.005246295,0.003923372,0.6857438,0.0115189,0.0002197426,0.00006604112,0.03507468,0.00998916,0.002707815,0.008564008,0.2327789,0.004167265],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5915724,0.01366717,0.2969181,0.003621571,0.001696971,0.04719916,0.0001119293,0.002581147,0.04263154],"genre_scores_gemma":[0.9538377,0.001488496,0.009489925,0.00008006912,0.0001086924,0.001545765,0.0000449391,0.0002191553,0.03318524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9643993,"threshold_uncertainty_score":0.4415304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987531960","doi":"","title":"Technical Quarterly Progress Report ARRA: Florida Energy Code Compliance Train-The-Trainer Program January - March 2011","year":2011,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Code (set theory); Compliance (psychology); Field (mathematics); Energy (signal processing); Program code; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.09856681026934856,"gpt":0.393613387176705,"spread":0.2950465769073565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005123104,0.000157009,0.0002290149,0.0004351262,0.0004888281,0.000370156,0.004276886,0.00007911734,0.0000709902],"category_scores_gemma":[0.0001472271,0.0001083463,0.0001390725,0.0004275169,0.000629317,0.0006256289,0.0007360197,0.0009413036,0.00001713792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471645,"about_ca_system_score_gemma":0.0001678831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002633606,"about_ca_topic_score_gemma":0.0002512492,"domain_scores_codex":[0.9962694,0.0008343785,0.0008782989,0.0003240206,0.001359783,0.0003341003],"domain_scores_gemma":[0.9954815,0.0003697037,0.0005948448,0.001233895,0.002146818,0.0001732335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004361395,0.002766439,0.0249786,0.00004383709,0.0004905291,0.0004746132,0.01477515,0.00001557642,0.0001658728,0.1718918,0.1933615,0.5906],"study_design_scores_gemma":[0.002704518,0.003703836,0.2309695,0.0005386504,0.00007761891,0.002674424,0.01078951,0.03506562,0.00123211,0.06374037,0.6475782,0.0009256237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.129105,0.03040064,0.5803607,0.1232862,0.003425407,0.003536211,0.0000561311,0.0005056973,0.129324],"genre_scores_gemma":[0.9142994,0.002955698,0.08158314,0.00009787591,0.000183121,0.0001946914,0.00000677832,0.00001537908,0.0006639198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7851944,"threshold_uncertainty_score":0.794759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416884858","doi":"10.37665/srybmzx48396","title":"Case Study - Head in Pillow Defect on a Plastic Ball Grid Array","year":2015,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Schneider Electric (Canada)","funders":"","keywords":"Head (geology); Ball (mathematics); Grid; Field (mathematics); Product (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.0737687549705868,"gpt":0.3005829730579413,"spread":0.2268142180873545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002866413,0.0006608824,0.000800094,0.0003773293,0.0003903198,0.0008501266,0.000925137,0.000176171,0.00002497442],"category_scores_gemma":[0.00111682,0.0005652107,0.0001406159,0.0008145741,0.0006143744,0.0004822588,0.0007112949,0.0006733927,0.00006221428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502914,"about_ca_system_score_gemma":0.0008223204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003887219,"about_ca_topic_score_gemma":0.004745847,"domain_scores_codex":[0.9943644,0.0009734205,0.0009503592,0.002001299,0.000782725,0.0009277409],"domain_scores_gemma":[0.9966601,0.0009324632,0.0002124525,0.001308727,0.0002789371,0.0006073276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005810887,0.01243688,0.542923,0.001286452,0.0002564266,0.01303885,0.3087328,0.01619338,0.00007061167,0.005467661,0.0002864826,0.09872641],"study_design_scores_gemma":[0.02132838,0.04869254,0.05920392,0.004193896,0.0004630971,0.00181777,0.2891454,0.5525427,0.000862972,0.009541264,0.00526266,0.006945407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791092,0.0005008505,0.01027967,0.000330355,0.004138535,0.001364099,0.000005090807,0.0001479633,0.00412422],"genre_scores_gemma":[0.9987043,0.00007026368,0.0006889445,0.00006079496,0.0001888165,0.0001514261,0.000001077081,0.00001918988,0.0001152215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5363493,"threshold_uncertainty_score":0.9996799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785847215","doi":"10.30930/ig.8.2","title":"Plan de muestreo de tres clases Caso de mejora en inspección de materia prima con base en curvas características de operación en una industria de alimentos","year":2018,"lang":"es","type":"article","venue":"Innotec gestión","topic":"Experience-Based Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Humanities; Physics; Mathematics; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02619139206711897,"gpt":0.3045475441910243,"spread":0.2783561521239054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003096646,0.0009880017,0.0007773464,0.0006206451,0.0005731791,0.001608799,0.002906679,0.0009256498,0.0002987683],"category_scores_gemma":[0.001848439,0.001070167,0.0001742417,0.00106606,0.0006821781,0.0008491323,0.001445047,0.001137552,0.000376607],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004553542,"about_ca_system_score_gemma":0.003674295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007436564,"about_ca_topic_score_gemma":0.0005161572,"domain_scores_codex":[0.9914079,0.002826004,0.001041677,0.001440477,0.0006880653,0.002595872],"domain_scores_gemma":[0.995171,0.001324445,0.0004538635,0.00169076,0.000322837,0.001037098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001020869,0.002416466,0.4808734,0.0009888981,0.0008479253,0.008520998,0.1159532,0.002135314,0.2726446,0.03591067,0.008274459,0.07041316],"study_design_scores_gemma":[0.003254817,0.001836287,0.29256,0.0021395,0.0004877597,0.001519437,0.002243478,0.07875998,0.5901294,0.001771713,0.02297114,0.002326565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407598,0.0002477567,0.05215105,0.003388616,0.0005742591,0.0008955177,0.0001569739,0.0005403988,0.001285669],"genre_scores_gemma":[0.9522024,0.0001258589,0.04322458,0.00182017,0.001604158,0.0002996233,0.00005035362,0.0001289174,0.0005439021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3174848,"threshold_uncertainty_score":0.9994276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}