{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"02ecd5494bad","filters":{"venue":"KNOWLEDGE ORGANIZATION"}},"results":[{"id":"W2116286503","doi":"10.5771/0943-7444-2012-6-417","title":"Sexual Boundaries and Subcultural Discipline","year":2012,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Queer; Human sexuality; Sociology; Pornography; Sexual identity; Identity (music); Socialization; Gender studies; Sexology; Psychology; Social psychology; Aesthetics; Social science; Psychoanalysis","retraction":null,"screen_n_in":null,"score":{"opus":0.02735533677937283,"gpt":0.3301898515078843,"spread":0.3028345147285114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001269989,0.0001256411,0.0001314743,0.00007565301,0.0002788857,0.00006237164,0.00009342169,0.0001863526,0.001016935],"category_scores_gemma":[0.00009191084,0.0001108077,0.000008145814,0.0004260568,0.0002497249,0.0001734377,0.000100613,0.000110641,0.0006003751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003629872,"about_ca_system_score_gemma":0.00001986469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003507088,"about_ca_topic_score_gemma":0.0001232588,"domain_scores_codex":[0.9992449,0.00005967347,0.0001615852,0.0002001131,0.00005657344,0.0002771884],"domain_scores_gemma":[0.9995099,0.00002608072,0.00005014501,0.0002114273,0.0001258197,0.0000766212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007941488,0.0003628559,0.7742153,0.00001253758,0.00002842943,0.000001247841,0.03023925,1.51601e-8,0.004834848,0.1707631,0.01153992,0.007994558],"study_design_scores_gemma":[0.0007714304,0.0001231561,0.7685003,0.00000435896,0.00009289083,0.0001080793,0.007358256,0.000004741209,0.003113388,0.0002870122,0.2192844,0.000351904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898363,0.001141652,0.0003650935,0.0003789118,0.002330785,0.0001244408,0.000007194897,0.0002991322,0.005516542],"genre_scores_gemma":[0.9793345,0.000003189777,0.00009985914,0.00003206156,0.0005842613,0.000007982685,0.0001172119,0.00003095829,0.01979003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2077445,"threshold_uncertainty_score":0.9998963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806234961","doi":"10.5771/0943-7444-2015-5-346","title":"Ethical Values in Archival Arrangement and Description: An Analysis of Professional Codes of Ethics","year":2015,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethical code; Engineering ethics; Professional ethics; Sociology; Knowledge management; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.09031211016729912,"gpt":0.2968149757248452,"spread":0.206502865557546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003439137,0.00006748144,0.0001630378,0.0002674437,0.00005580804,0.00003244758,0.00007070103,0.00002439615,0.0000702437],"category_scores_gemma":[0.0001154598,0.00005760982,0.00002195461,0.0002152764,0.0002277499,0.000178156,0.0000552022,0.0001289198,0.000003990001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001774053,"about_ca_system_score_gemma":0.00005723456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003985149,"about_ca_topic_score_gemma":0.0004982662,"domain_scores_codex":[0.9992495,0.00012946,0.0002336319,0.0001241908,0.0001974405,0.00006581936],"domain_scores_gemma":[0.9994323,0.0000840491,0.00007404084,0.00007357715,0.000288608,0.00004747598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002192221,0.0005111338,0.008881374,0.0000938344,0.0001160823,5.007361e-7,0.09031435,0.0001444405,0.00007819392,0.8983311,0.0001936155,0.001313474],"study_design_scores_gemma":[0.0009055596,0.0004128907,0.8195675,0.0001958178,0.0005359699,7.322334e-7,0.01317321,0.008669452,0.0004794332,0.1524357,0.003333894,0.0002898449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511259,0.00003434991,0.001173882,0.0005845103,0.0002011276,0.0001370248,0.00005870843,0.00002216914,0.04666229],"genre_scores_gemma":[0.9986378,0.000009010979,0.0001842366,0.00005096068,0.00006894371,0.000003012473,0.0003064971,0.000007176395,0.0007323403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8106861,"threshold_uncertainty_score":0.234926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094338624","doi":"10.5771/0943-7444-2020-5-393","title":"Centring LGBT2QIA+ Subjects in Knowledge Organization Systems","year":2020,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Library Science and Administration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Documentation; Queer; Knowledge organization; Identity (music); Context (archaeology); Subject (documents); Transparency (behavior); Knowledge management; Library classification; Computer science; Sociology; Subjectivity; Identification (biology); World Wide Web; Epistemology; Gender studies","retraction":null,"screen_n_in":null,"score":{"opus":0.02881657034630256,"gpt":0.2749297934491738,"spread":0.2461132231028712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003531211,0.0001426377,0.000172553,0.0001392779,0.0004837476,0.0003472948,0.0003406382,0.0001543426,0.0003686672],"category_scores_gemma":[0.001471113,0.0001560078,0.00001783675,0.005665726,0.00008309848,0.001460443,0.00007092703,0.0001210624,0.0009856188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969712,"about_ca_system_score_gemma":0.0008248292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001058229,"about_ca_topic_score_gemma":0.0004389948,"domain_scores_codex":[0.9984305,0.0002798641,0.0003341176,0.0003754754,0.0002439097,0.0003361182],"domain_scores_gemma":[0.9990312,0.00007470264,0.0001146256,0.0001243703,0.0004222999,0.00023279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009819067,0.0003698389,0.62975,0.0001737341,0.00001333238,0.0000136662,0.2023055,0.0002641301,0.009493185,0.145623,0.008996072,0.002987759],"study_design_scores_gemma":[0.005451427,0.0005592625,0.3293982,0.0008319211,0.000141294,0.00001782931,0.09981772,0.01951027,0.0880482,0.001121536,0.4512177,0.003884633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588423,0.001343887,0.008270392,0.007358423,0.00312148,0.001545495,0.00001022497,0.001189031,0.1183188],"genre_scores_gemma":[0.9972882,0.0001108887,0.00005463272,0.0001155974,0.0008946143,0.000003163314,0.00008575767,0.00003414632,0.001413047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4422216,"threshold_uncertainty_score":0.9997922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041007400","doi":"10.5771/0943-7444-2020-3-220","title":"Just KOS! Enriching Digital Collections with Hypertexts to Enhance Accessibility of Non-Western Knowledge Materials in Libraries","year":2020,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Context (archaeology); Knowledge organization; Agency (philosophy); Hypertext; Computer science; Digital library; World Wide Web; Knowledge management; Sociology; History; Archaeology; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.01724721181956916,"gpt":0.2873348331517789,"spread":0.2700876213322098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001012907,0.0001881108,0.0002867387,0.000368399,0.0001702205,0.0003820703,0.0006478534,0.0001118709,0.00005168042],"category_scores_gemma":[0.0004852943,0.0001786827,0.00001398385,0.005764286,0.00007004628,0.002154563,0.000449424,0.0001598635,0.0001732786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302318,"about_ca_system_score_gemma":0.000224064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005578093,"about_ca_topic_score_gemma":0.00008960125,"domain_scores_codex":[0.9986572,0.00006423442,0.0004469861,0.000515935,0.0001116626,0.0002040345],"domain_scores_gemma":[0.9986634,0.0000797845,0.0001917811,0.0003435716,0.000664113,0.0000574117],"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":[0.0001562114,0.001556015,0.09709047,0.0005335041,0.0001010511,0.00001592235,0.08448268,0.000122788,0.7809873,0.01219969,0.003806049,0.01894835],"study_design_scores_gemma":[0.0003155375,0.0002686424,0.02994151,0.0001255563,0.000007620733,0.000009021927,0.0002356076,0.0009390378,0.9671736,0.0002346307,0.0004773882,0.0002718679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6693318,0.0000181964,0.3272832,0.0004795095,0.0002805544,0.0003217674,0.00000641186,0.0002078387,0.002070718],"genre_scores_gemma":[0.9964279,0.000001455865,0.002832448,0.00008973113,0.00008752062,0.00001551115,0.00001840074,0.00002831415,0.0004987308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3270961,"threshold_uncertainty_score":0.7286471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000708489","doi":"10.5771/0943-7444-2019-7-502","title":"Knowledge Organization as Knowledge Creation: Surfacing Community Participation in Archival Arrangement and Description","year":2019,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Archival science; Citizen journalism; Sociology; Bricolage; Mediation; Community organization; Library science; Computer science; World Wide Web; Public relations; Political science; Social science; Visual arts","retraction":null,"screen_n_in":null,"score":{"opus":0.0332648486612596,"gpt":0.248546589621036,"spread":0.2152817409597764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003211324,0.0002509327,0.0002412176,0.0003447626,0.0005221496,0.0004122147,0.0001733265,0.00003453502,0.0007697484],"category_scores_gemma":[0.000147868,0.0002574201,0.00002989469,0.0004982971,0.0001408201,0.0009765429,0.0001878927,0.0002108898,0.001906565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825767,"about_ca_system_score_gemma":0.00007678765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178039,"about_ca_topic_score_gemma":0.0009386793,"domain_scores_codex":[0.9985294,0.0002882268,0.0004368495,0.0003241347,0.000154311,0.000267076],"domain_scores_gemma":[0.9989601,0.0001543189,0.000127258,0.0002422081,0.0004211649,0.00009496004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003443634,0.002444468,0.03821168,0.0005652541,0.00007608502,0.000001649839,0.1702849,0.0001582691,0.001158898,0.7607513,0.001174681,0.02513838],"study_design_scores_gemma":[0.003037288,0.0005531604,0.8957174,0.000644992,0.0001551866,0.000009405863,0.007998629,0.003757378,0.002040609,0.03116602,0.05377438,0.001145495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.670382,0.00006346396,0.0005419466,0.0001264725,0.0004716821,0.0004617373,0.00001289011,0.000134576,0.3278052],"genre_scores_gemma":[0.9865597,0.00003985169,0.00005178829,0.00005069144,0.0002597953,0.00002042409,0.0009993417,0.00005773367,0.01196061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8575058,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255514414","doi":"10.5771/0943-7444-2020-4-320","title":"Facet","year":2020,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Facet (psychology); Product (mathematics); Object (grammar); Term (time); Popularity; Field (mathematics); Subject (documents); Function (biology); Computer science; Sociology; Knowledge management; Psychology; Library science; Artificial intelligence; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.01350486682738577,"gpt":0.2450513619245166,"spread":0.2315464950971308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003941665,0.00006445007,0.00006127291,0.00002996967,0.00006037243,0.0001066023,0.0005130021,0.00004227024,0.00004365938],"category_scores_gemma":[0.0002663227,0.00005968053,0.000009195217,0.001114394,0.000009137763,0.0003583009,0.0002051776,0.0000676191,0.0004118063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002168297,"about_ca_system_score_gemma":0.00004284486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.31957e-7,"about_ca_topic_score_gemma":5.155358e-7,"domain_scores_codex":[0.9995437,0.00002108916,0.00008296434,0.0001907527,0.00007302482,0.00008848444],"domain_scores_gemma":[0.9995655,0.000007748798,0.00003260393,0.0001486287,0.0001861969,0.00005931149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001693157,0.0001028986,0.002698591,0.000135791,0.00001579658,0.00001683807,0.01776396,0.000007345287,0.1789761,0.5496378,0.0730619,0.1775813],"study_design_scores_gemma":[0.0002866461,0.00008226057,0.0005913992,0.00002728239,0.000007503421,0.00001419883,0.0000293177,0.02037876,0.9451011,0.0123,0.02075727,0.0004242058],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006950229,0.0007369462,0.9924163,0.003231508,0.00008620013,0.00006179334,3.625558e-7,0.001451583,0.001320268],"genre_scores_gemma":[0.8015764,0.000004340094,0.1975683,0.0006045946,0.00009800793,0.00000104423,0.000005667437,0.0000113719,0.0001302757],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8008814,"threshold_uncertainty_score":0.5293074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205269491","doi":"10.5771/0943-7444-2021-4-298","title":"Comparing the Cataloguing of Indigenous Scholarships: First Steps and Finding","year":2021,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Scholarship; Offensive; Ambiguity; Subject (documents); Institution; Library science; Foundation (evidence); Work (physics); Sociology; History; Ethnology; Geography; Political science; Computer science; Operations research; Social science; Law; Archaeology; Ecology; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04555780850871605,"gpt":0.2156813759993413,"spread":0.1701235674906252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006242339,0.00005886552,0.00007589983,0.00003939143,0.0004201652,0.0001921973,0.00007533385,0.000006523006,0.00008378557],"category_scores_gemma":[0.00005439436,0.0000461678,0.00001352872,0.00009174949,0.0000845549,0.0002141745,0.0001014051,0.00005143573,0.00004328679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001458702,"about_ca_system_score_gemma":0.00002151215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000120306,"about_ca_topic_score_gemma":0.0005272927,"domain_scores_codex":[0.9996116,0.00001995938,0.0001217801,0.0001008215,0.00006690845,0.00007899131],"domain_scores_gemma":[0.9996693,0.00006177072,0.0000472064,0.00007927758,0.0001232939,0.0000191354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002293405,0.0001590422,0.02001301,0.0002063379,0.00006684248,0.000004375831,0.09002302,0.00002478973,0.00006971755,0.8844418,0.0003989839,0.00458977],"study_design_scores_gemma":[0.00103639,0.0001096123,0.7649848,0.0005872818,0.0001907305,0.00003894322,0.01739715,0.000496244,0.005659968,0.03175753,0.1771194,0.0006219495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819778,0.0002907405,0.0001703026,0.0001690908,0.0001982501,0.00009293222,0.00001502328,0.00003315017,0.1170527],"genre_scores_gemma":[0.9977568,0.0000205529,0.00002289382,0.00002726715,0.0001246527,0.000001779516,0.0001454101,0.00001076776,0.001889894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8526843,"threshold_uncertainty_score":0.3231614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462440606","doi":"","title":"Measuring the new economy: Industrial classification and open source software production","year":2005,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Production (economics); Computer science; Foregrounding; Industrial organization; Categorization; Process (computing); Software; Business; Economics; Artificial intelligence; Microeconomics","retraction":null,"screen_n_in":null,"score":{"opus":0.06262404623583841,"gpt":0.2598197755719521,"spread":0.1971957293361137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005098741,0.0001306271,0.0001158906,0.0001125537,0.0005483697,0.0009640402,0.001037373,0.0000959305,0.00003693664],"category_scores_gemma":[0.001076054,0.0001140906,0.00001190739,0.001649283,0.00004176976,0.001956785,0.0006270747,0.0001736761,0.0002492036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184519,"about_ca_system_score_gemma":0.0004020211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001677431,"about_ca_topic_score_gemma":0.00006459009,"domain_scores_codex":[0.9989213,0.00009546734,0.0002831326,0.0004303612,0.0001068605,0.0001628358],"domain_scores_gemma":[0.9986593,0.00007206068,0.000174613,0.0005662054,0.0004580194,0.00006985584],"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":[0.000004967383,0.0001379538,0.03162267,0.00001246279,0.00003583553,1.665723e-7,0.01053425,0.0004955004,0.001003501,0.04488001,0.06245595,0.8488168],"study_design_scores_gemma":[0.001589817,0.00006785153,0.04463479,0.00009794869,0.00005355935,0.0000759808,0.0004436118,0.01305213,0.01892684,0.004848872,0.9153972,0.000811388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0185398,0.0001150355,0.9531575,0.02417845,0.0005747449,0.0008964754,6.471139e-7,0.0005200174,0.002017349],"genre_scores_gemma":[0.9679998,0.000007211437,0.02454616,0.0002694871,0.001456057,0.00002179626,0.00002383121,0.00004280852,0.005632834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.94946,"threshold_uncertainty_score":0.9296262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806383445","doi":"10.5771/0943-7444-2015-5-308","title":"The Ethics of Querying and Permeating Canadian Everyday Life Nutritional Classification Technologies and Processes","year":2015,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Everyday life; Knowledge management; Computer science; Sociology; Data science; Management science; Epistemology; Engineering; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.05852951385885657,"gpt":0.2971509301271063,"spread":0.2386214162682497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002132137,0.00005833579,0.00008955546,0.0000610772,0.0003285305,0.00002350533,0.00002994164,0.00009280356,0.000002305763],"category_scores_gemma":[0.006240069,0.00004402083,0.00000518477,0.0003833904,0.0001461075,0.00005847798,0.00003039426,0.0001054972,0.00000225357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006764186,"about_ca_system_score_gemma":0.000590245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003590906,"about_ca_topic_score_gemma":0.00519466,"domain_scores_codex":[0.9995489,0.00002056797,0.0001300123,0.0001057074,0.0001077384,0.0000870614],"domain_scores_gemma":[0.998332,0.0001850996,0.0000499332,0.0000575003,0.001298603,0.00007692798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005253061,0.0001673536,0.9259398,0.001401873,0.00007640726,0.000001882741,0.005229647,0.000001461072,0.002584706,0.04665212,0.01089317,0.006999047],"study_design_scores_gemma":[0.003538136,0.0004520702,0.8247037,0.001215997,0.0002185826,0.000138195,0.0763244,0.001024942,0.007499688,0.01313335,0.07127657,0.0004743636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8788882,0.04523069,0.0007730022,0.06771,0.0002251228,0.0008227669,0.00004261329,0.0002353043,0.006072225],"genre_scores_gemma":[0.9974362,0.001912132,0.0004034939,0.00005926558,0.00006451595,0.000008125508,0.00004080647,0.00000936894,0.00006613439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185479,"threshold_uncertainty_score":0.7470396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954172856","doi":"10.5771/0943-7444-2019-3-161","title":"Organization, Not Inspiration: A Historical Perspective of Musical Information Architecture","year":2019,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Neuroscience and Music Perception","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":"George Brown College; Queen's University","funders":"","keywords":"Musical; New Interfaces for Musical Expression; Perspective (graphical); Musical composition; Architecture; Creativity; Vocabulary; Computer science; Sociology; Visual arts; Linguistics; Art; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.01513804587021839,"gpt":0.2383311270150741,"spread":0.2231930811448557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001032678,0.0001450427,0.0001713547,0.0002704612,0.0001546126,0.00006052875,0.0002378027,0.0001090421,0.0006400563],"category_scores_gemma":[0.002294386,0.0001390599,0.00002969484,0.002749157,0.00006463442,0.0009876565,0.00009021693,0.0001473351,0.0009728041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000479555,"about_ca_system_score_gemma":0.0001992191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001404445,"about_ca_topic_score_gemma":0.000005549801,"domain_scores_codex":[0.9987312,0.00009541778,0.000337496,0.0003346356,0.0003325112,0.0001687363],"domain_scores_gemma":[0.9985531,0.00006451426,0.0001911496,0.0002764477,0.0008468014,0.00006796762],"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":[0.00001141326,0.0001407147,0.001363145,0.00003404134,0.000001294811,4.518015e-7,0.008275094,0.0001492697,0.9635516,0.02391903,0.001057706,0.001496194],"study_design_scores_gemma":[0.001437365,0.0004285536,0.05594424,0.0000514224,0.00003640422,0.00007376161,0.0007068149,0.001127464,0.9081617,0.0009749712,0.03046121,0.0005960932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659635,0.000004124086,0.02405985,0.001076049,0.001239934,0.0004791346,0.000008559489,0.0002095777,0.006959278],"genre_scores_gemma":[0.9981608,0.000009303185,0.0001212256,0.0007499561,0.000154007,0.000002885008,0.0000245489,0.00002336029,0.00075391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05538994,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312728133","doi":"10.5771/0943-7444-2022-4-257","title":"Classifying Musical Genres. Building Musical Form and Genre into BCC: Repurposing LCGFT Terms for Music into the Basic Concepts Classification","year":2022,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Music and Audio Processing","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":"University of Alberta","funders":"","keywords":"Musical; Repurposing; Computer science; Type (biology); Natural language processing; Artificial intelligence; Visual arts; Art; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02893924586933998,"gpt":0.2880046563341535,"spread":0.2590654104648135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000769313,0.0002508609,0.0002474954,0.0001686167,0.002695788,0.0005339252,0.0008146188,0.0001031649,0.00005528353],"category_scores_gemma":[0.0004135796,0.000215977,0.00005997794,0.001460677,0.0001533275,0.000754645,0.0009465936,0.0003159779,0.00000971159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371851,"about_ca_system_score_gemma":0.0002022103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001214408,"about_ca_topic_score_gemma":0.00003205667,"domain_scores_codex":[0.9978508,0.000172306,0.0004480091,0.0008146045,0.0003401484,0.0003741478],"domain_scores_gemma":[0.9984796,0.0002701339,0.0002807873,0.0005469071,0.0003052268,0.0001173332],"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":[0.00001364223,0.0001475958,0.001297304,0.0002167472,0.00002619464,0.000004106953,0.06620616,0.00007807204,0.08642269,0.06829485,0.004153048,0.7731396],"study_design_scores_gemma":[0.003270255,0.0004721099,0.02410947,0.0002686035,0.0002215533,0.0002416405,0.007519888,0.7602764,0.02419852,0.02804315,0.1493872,0.001991246],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3121647,0.0005065692,0.6829779,0.002214665,0.0009145506,0.000572941,0.00000168841,0.0002550906,0.0003919603],"genre_scores_gemma":[0.9771566,0.00001417586,0.0209234,0.0009559473,0.0005630435,0.000110306,0.00003849308,0.00005445471,0.0001835308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7711483,"threshold_uncertainty_score":0.9986026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407221700","doi":"10.5771/0943-7444-2024-8-626","title":"Native Peoples and Knowledge Organization: Perspective from the Indigenous Subject Representation to Promote Latin American Approaches","year":2024,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Indigenous Cultures and Socio-Education","field":"Social Sciences","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":"Universidad de la República Uruguay","keywords":"Indigenous; Subject (documents); Latin Americans; Warrant; Representation (politics); Traditional knowledge; Hierarchy; Hegemony; Sociology; Environmental ethics; Political science; Law; Politics; Computer science; Library science; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.02532633270020242,"gpt":0.3124687860582017,"spread":0.2871424533579993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004014327,0.0001976949,0.0001990322,0.0001303504,0.002019867,0.0006020669,0.0002568637,0.0001258634,0.0001249249],"category_scores_gemma":[0.001620838,0.0001628531,0.00003268528,0.004101834,0.0002595969,0.0003221702,0.00009199128,0.0001839276,0.000215969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008091748,"about_ca_system_score_gemma":0.001857709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007236443,"about_ca_topic_score_gemma":0.03465203,"domain_scores_codex":[0.9982488,0.000454379,0.0002247456,0.0005378289,0.0002497154,0.0002845971],"domain_scores_gemma":[0.9980801,0.0003077384,0.00012624,0.0002015656,0.001159617,0.0001247213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003153341,0.0001336906,0.02815023,0.0000171186,0.00005541886,7.228235e-7,0.9250239,0.000005226406,0.0001479671,0.03609206,0.00144295,0.008927569],"study_design_scores_gemma":[0.000149152,0.00007646957,0.1531168,0.0001336651,0.0001344503,0.00000277674,0.8272619,0.00009085454,0.001544084,0.002816002,0.01421656,0.0004572243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781375,0.002807932,0.00185645,0.004065013,0.0007375217,0.001392639,0.00003096047,0.0003797219,0.01059224],"genre_scores_gemma":[0.9941018,0.0003129976,0.0003586966,0.0000944438,0.001374747,0.00003341995,0.0001615433,0.00006459623,0.003497721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1249666,"threshold_uncertainty_score":0.9993744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401439804","doi":"10.5771/0943-7444-2024-5-371","title":"Additional Purposes of Knowledge Organization","year":2024,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Phenomenon; Field (mathematics); Data science; Knowledge organization; Knowledge management; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.01706533233304393,"gpt":0.3093352828150038,"spread":0.2922699504819599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002837529,0.00009952646,0.0001120265,0.0001810723,0.0003597575,0.0001253512,0.0001719279,0.0001187615,0.09884991],"category_scores_gemma":[0.002688687,0.0001039535,0.00002524201,0.002874725,0.0001599751,0.0002598635,0.00004325105,0.00009014537,0.002518793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347836,"about_ca_system_score_gemma":0.00138022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001020302,"about_ca_topic_score_gemma":0.00008189523,"domain_scores_codex":[0.9989896,0.0001339393,0.0002546495,0.0002216562,0.0002285638,0.0001716352],"domain_scores_gemma":[0.9980841,0.0003781006,0.00003880164,0.00009969818,0.001299876,0.00009945229],"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":[6.037368e-7,0.0002214811,0.001104555,0.0001097525,0.0000238348,7.637714e-7,0.034743,7.445937e-7,0.0002677782,0.5504665,0.4023783,0.01068265],"study_design_scores_gemma":[0.00007054703,0.00001300717,0.004477246,0.0002436843,0.00002559652,0.000002171719,0.00173909,0.00003354609,0.002529338,0.006856598,0.9838237,0.0001854316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02984095,0.005346866,0.03650633,0.01589707,0.01518783,0.001733622,0.00180135,0.004124031,0.889562],"genre_scores_gemma":[0.9725977,0.0001330849,0.001293891,0.00007882995,0.0008329506,0.00001390079,0.002367769,0.00004800339,0.02263387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9427568,"threshold_uncertainty_score":0.9982579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806790089","doi":"10.5771/0943-7444-2015-7-522","title":"Knowledge Organization in the 21st Century: Between Historical Patterns and Future Prospects. The 13th International ISKO Conference, Krakow, Poland","year":2015,"lang":"en","type":"article","venue":"KNOWLEDGE ORGANIZATION","topic":"Library Science and Information Systems","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":"University of Toronto","funders":"","keywords":"Knowledge organization; Library science; Regional science; Political science; Engineering ethics; Geography; Engineering; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02208760837279013,"gpt":0.2307776955930768,"spread":0.2086900872202866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005727133,0.0001697032,0.0001594029,0.0001877779,0.0002246975,0.0008240473,0.001344029,0.0001085117,0.00003150356],"category_scores_gemma":[0.0001763744,0.0001038211,0.00001502497,0.002831621,0.00004373216,0.002608906,0.000318824,0.0001835028,0.0001789883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839847,"about_ca_system_score_gemma":0.000280558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003184986,"about_ca_topic_score_gemma":0.00004208617,"domain_scores_codex":[0.9985288,0.0001957843,0.0003884245,0.000297794,0.0003776037,0.000211595],"domain_scores_gemma":[0.9984297,0.00006526736,0.0001762842,0.0003771603,0.0008473134,0.0001042991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002194211,0.0001346099,0.713779,0.00003119839,0.00001700609,0.000001663096,0.1313499,0.000003620677,0.00005923939,0.1227702,0.01807461,0.01377675],"study_design_scores_gemma":[0.001155275,0.0001124493,0.4962866,0.00005082186,0.00001123787,0.00006402117,0.01100121,0.003764282,0.0005211885,0.0007487304,0.4858227,0.0004614862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4111075,0.003520033,0.2583172,0.1007848,0.02375712,0.004657195,0.00008809434,0.001494244,0.1962738],"genre_scores_gemma":[0.99781,0.0001412486,0.000117358,0.0002289431,0.00117352,0.000006574948,0.0001153635,0.00001381468,0.0003931673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5867025,"threshold_uncertainty_score":0.7946306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}