{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0dd70fd8b24c","filters":{"venue":"Journal of Ethics and Emerging Technologies"}},"results":[{"id":"W4302353102","doi":"10.55613/jeet.v24i2.18","title":"Transhumanism and Marxism","year":2014,"lang":"en","type":"article","venue":"Journal of Ethics and Emerging Technologies","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Transhumanism; Parallels; Epistemology; Marxist philosophy; Relation (database); Sociology; Philosophy; Politics; Political science; Law; Computer science","authors":[{"name":"James Steinhoff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09153007365233841,"gpt":0.3429671975848362,"spread":0.2514371239324978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001378529,0.0001021766,0.0001737881,0.0002770313,0.0003561935,0.00006746801,0.0002670285,0.0002124198,0.000008115707],"category_scores_gemma":[0.006866204,0.00008146251,0.0000298443,0.0002129967,0.0009426694,0.0001547035,0.0001203853,0.001887102,0.000001140206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009034135,"about_ca_system_score_gemma":0.00002195756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001733076,"about_ca_topic_score_gemma":0.00000193851,"domain_scores_codex":[0.9988874,0.00009537902,0.000357298,0.0001731501,0.0003161303,0.0001706162],"domain_scores_gemma":[0.9985461,0.0009289659,0.0002440291,0.0001466219,0.00009996998,0.00003430027],"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":[0.000009750504,0.00004029957,0.0001031033,0.00008204127,0.000008642081,0.0000183578,0.0009513519,0.000002513727,0.3871793,0.5710721,0.0004485343,0.04008398],"study_design_scores_gemma":[0.0005999155,0.0005190842,0.0003299589,0.0001840198,0.00002567374,0.0001717052,0.0009252004,0.0003497008,0.2207712,0.7016308,0.07426441,0.0002283075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7979061,0.0005266539,0.0228415,0.1759154,0.0007595949,0.0001129885,0.000003285719,0.0003066339,0.001627779],"genre_scores_gemma":[0.9934188,0.002955343,0.002214468,0.001297312,0.00004444518,0.000001404543,7.015145e-8,0.000009435854,0.0000587301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1955127,"threshold_uncertainty_score":0.8219983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206313860","doi":"10.55613/jeet.v25i1.42","title":"Technological Unemployment, AI, and Workplace Standardization: The Convergence Argument","year":2015,"lang":"en","type":"article","venue":"Journal of Ethics and Emerging Technologies","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Yale University","keywords":"Standardization; Argument (complex analysis); Scope (computer science); Unemployment; Context (archaeology); Outsourcing; Computer science; Convergence (economics); Productivity; Technological change; Focus (optics); Management science; Risk analysis (engineering); Economics; Artificial intelligence; Business; Marketing; Macroeconomics","authors":[{"name":"Marc Saner","is_ca":true},{"name":"Wendell Wallach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0600028831565066,"gpt":0.3410357054818681,"spread":0.2810328223253615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003158821,0.00006336214,0.0001132615,0.00007623184,0.0004289033,0.000147696,0.0001978261,0.0001921347,0.000003768459],"category_scores_gemma":[0.001257344,0.00004050315,0.00002354085,0.0002216727,0.001123226,0.0003907509,0.0000642955,0.0006250492,7.205745e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000040668,"about_ca_system_score_gemma":0.0001274626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009179924,"about_ca_topic_score_gemma":0.00003098989,"domain_scores_codex":[0.9992401,0.00006898045,0.0002294239,0.00006949517,0.0002601661,0.0001318398],"domain_scores_gemma":[0.9993678,0.0001782163,0.0001497941,0.00007072766,0.0001939974,0.0000395135],"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":[0.00003923247,0.00002715586,0.009468932,0.00001634486,0.0000455548,0.000006476374,0.0117298,0.0002121932,0.000007300433,0.8399714,0.002516315,0.1359593],"study_design_scores_gemma":[0.0003300502,0.0001663553,0.0001134508,0.0001104002,0.0000233121,0.00001980085,0.07722797,0.0001500088,0.000334034,0.2896346,0.6317601,0.0001298915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2031619,0.009247327,0.07293179,0.7039537,0.0006649411,0.0003097146,0.000004480886,0.0003770004,0.009349219],"genre_scores_gemma":[0.9915587,0.007503298,0.0006587356,0.0001919733,0.00002166125,0.000002162447,1.750368e-7,0.000002344563,0.00006090621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7883969,"threshold_uncertainty_score":0.4138573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2181492754","doi":"10.55613/jeet.v23i1.4","title":"The Japanese Roboticist Masahiro Mori’s Buddhist Inspired Concept of “The Uncanny Valley” (Bukimi no Tani Genshō, 不気味の谷現象)","year":2013,"lang":"en","type":"article","venue":"Journal of Ethics and Emerging Technologies","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"","keywords":"Uncanny valley; Gautama Buddha; Buddhism; Uncanny; Compassion; Buddhist philosophy; Aesthetics; Art; Philosophy; Robot; Art history; Artificial intelligence; Computer science","authors":[{"name":"W. A. Borody","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04772150893191179,"gpt":0.3446895905779909,"spread":0.2969680816460791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008289465,0.0001696576,0.000318246,0.0001115005,0.0006125413,0.00008404346,0.0006930282,0.0004479135,0.0001599925],"category_scores_gemma":[0.002604393,0.0000985248,0.0001889909,0.0002563568,0.001005683,0.0001136757,0.0001921561,0.002031892,0.00002031996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005461114,"about_ca_system_score_gemma":0.00007466163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005092856,"about_ca_topic_score_gemma":0.00006488835,"domain_scores_codex":[0.9983708,0.0001784565,0.0006522583,0.0001520033,0.0003649007,0.0002816253],"domain_scores_gemma":[0.9972483,0.0008117345,0.0007834874,0.0003988889,0.0007140347,0.00004354986],"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":[0.0005316024,0.0006688074,0.0120856,0.0001781577,0.002315002,0.0000829361,0.07981824,0.0008777223,0.01830313,0.2453811,0.5459635,0.0937942],"study_design_scores_gemma":[0.003764325,0.001714288,0.04153392,0.0008094658,0.0004707528,0.0006292644,0.4227161,0.0007753062,0.005120705,0.08040754,0.4408675,0.001190807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6993572,0.01262877,0.000463624,0.2498148,0.015514,0.0006775536,0.00001228022,0.0003620524,0.02116982],"genre_scores_gemma":[0.9943464,0.00107749,0.0004557902,0.0004912646,0.0001460749,0.00001059737,3.312153e-7,0.00002002047,0.003451963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3428979,"threshold_uncertainty_score":0.8827673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286774818","doi":"10.55613/jeet.v29i1.71","title":"Can we make wise decisions to modify ourselves?","year":2019,"lang":"en","type":"article","venue":"Journal of Ethics and Emerging Technologies","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Subject (documents); Face (sociological concept); Focus (optics); Politics; Simple (philosophy); Computer science; Epistemology; Sociology; Political science; Law","authors":[{"name":"Rhonda Martens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1357164438816096,"gpt":0.3790423599409054,"spread":0.2433259160592958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001127115,0.0001533467,0.0002615689,0.0006680172,0.000312002,0.00009226891,0.0006778545,0.0002876481,0.00002540297],"category_scores_gemma":[0.0153786,0.0001226616,0.00006489679,0.0008149859,0.0004210289,0.0001230395,0.0004048084,0.002615526,0.00001970946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004075884,"about_ca_system_score_gemma":0.0001297041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000546408,"about_ca_topic_score_gemma":0.00001719738,"domain_scores_codex":[0.9981283,0.0000821948,0.0005275836,0.0002834592,0.0006685981,0.0003098822],"domain_scores_gemma":[0.9975168,0.001424319,0.0003478115,0.0003732129,0.0002512225,0.00008662758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004481937,0.0001464767,0.000443477,0.00006233482,0.00002540828,0.00009586943,0.00233965,0.0001931402,0.745979,0.1839546,0.003896867,0.06281838],"study_design_scores_gemma":[0.0009907859,0.001124553,0.0006727132,0.001030121,0.00004196168,0.0002065895,0.006531395,0.0004851516,0.2448706,0.6225079,0.1209646,0.0005735622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.711326,0.0001652456,0.002121549,0.2848613,0.0008505017,0.0001510553,0.00001013424,0.0001603117,0.0003538867],"genre_scores_gemma":[0.9895937,0.003002235,0.00416118,0.002803138,0.00004281087,0.000003990514,1.596295e-7,0.00001723519,0.0003755725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5011084,"threshold_uncertainty_score":0.9996855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2184487240","doi":"10.55613/jeet.v23i1.1","title":"Toward an Ecological and Cosmonautical Philosophy","year":2013,"lang":"en","type":"article","venue":"Journal of Ethics and Emerging Technologies","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Christian Studies","funders":"","keywords":"Biosphere; Context (archaeology); Ecology; Environmental ethics; Civilization; Sociology; Philosophy; Geography; Biology; Archaeology","authors":[{"name":"Joseph Kirby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06568203083257274,"gpt":0.2710936222668711,"spread":0.2054115914342983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008401679,0.00008558046,0.0001790148,0.0001045246,0.0001788041,0.00007133918,0.0001382961,0.0002382829,0.00007110884],"category_scores_gemma":[0.0004118758,0.00005564223,0.00002852001,0.00008365614,0.0002690174,0.0003029505,0.00002630776,0.0007918741,0.000006385147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002182693,"about_ca_system_score_gemma":0.00002627714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001633178,"about_ca_topic_score_gemma":0.00006106754,"domain_scores_codex":[0.9991925,0.00007205976,0.0002755646,0.0001144636,0.0001862824,0.0001591143],"domain_scores_gemma":[0.9993992,0.0002197213,0.0001288749,0.00007856705,0.0001057169,0.00006793514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003481187,0.00008594594,0.7043279,0.0001483231,0.00006906629,0.00007202687,0.001244237,0.0001571042,0.0003100554,0.03255617,0.001268165,0.2597262],"study_design_scores_gemma":[0.000219282,0.0008462394,0.6324957,0.0000710938,0.00001460024,0.0003001987,0.003268857,0.004676414,0.00002225491,0.3559364,0.00201811,0.0001308113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768762,0.003381595,0.0001332305,0.01883117,0.0001660606,0.00005892358,0.000003779292,0.00006131644,0.0004877275],"genre_scores_gemma":[0.9951157,0.001810169,0.002833559,0.0001726377,0.00005749741,3.632505e-7,0.000001154551,0.000001530182,0.000007387014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3233803,"threshold_uncertainty_score":0.3440343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229367841","doi":"10.55613/jeet.v31i1.89","title":"Vitality of Intelligence in New Book on Active Transhumanism by London Futurists Chair David Wood Confirmed in the Era of the COVID-19 Pandemic/Omicron Variant and Alpha Fold","year":2022,"lang":"en","type":"article","venue":"Journal of Ethics and Emerging Technologies","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Vitality; Coronavirus disease 2019 (COVID-19); Pandemic; Transhumanism; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Philosophy; Theology; Virology; Environmental ethics; Medicine; Pathology; Infectious disease (medical specialty)","authors":[{"name":"Kim Solez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1114703018054112,"gpt":0.3673628579376485,"spread":0.2558925561322373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002486047,0.0001253176,0.0002597882,0.0002208251,0.0002766517,0.00002010283,0.0007335624,0.0001531003,0.00001302678],"category_scores_gemma":[0.00367257,0.00008349817,0.00004798882,0.0005571138,0.001044857,0.0001058726,0.0002460457,0.003610061,4.146876e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000088633,"about_ca_system_score_gemma":0.0002634793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172728,"about_ca_topic_score_gemma":0.00009789316,"domain_scores_codex":[0.9979914,0.0004375138,0.0006341279,0.0002255807,0.0005341245,0.0001772271],"domain_scores_gemma":[0.9972776,0.001779112,0.0006196573,0.0002490644,0.00004724815,0.00002730062],"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":[0.000339002,0.0006078881,0.0009199149,0.0002444454,0.00003207898,0.00006975373,0.03489082,0.0001704015,0.8522023,0.08893383,0.001359328,0.02023025],"study_design_scores_gemma":[0.002386588,0.001838197,0.003386768,0.0004516823,0.00005226808,0.0002760136,0.02501428,0.0002675507,0.6882073,0.2535023,0.02418967,0.0004273341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8900093,0.0008941291,0.001600741,0.1068277,0.0002303053,0.0003267801,0.00004514707,0.00002628215,0.00003965288],"genre_scores_gemma":[0.992662,0.003550089,0.00006151551,0.003686517,0.000008951107,0.00000738378,4.394627e-7,0.000006735734,0.00001637388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1645685,"threshold_uncertainty_score":0.9986886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}