{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":29,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":29,"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":"e46d399e210e","filters":{"topic":"Semiotics and Cultural Interpretation"}},"results":[{"id":"W6964016986","doi":"10.25316/abqm-md77","title":"Malaspina College Staff Bulletin (Nanaimo) V.1:No.16 [January 18, 1980]","year":2025,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Set (abstract data type); Work (physics); Control (management); MEDLINE","retraction":null,"screen_n_in":null,"score":{"opus":0.007206543856122347,"gpt":0.2194029395630475,"spread":0.2121963957069252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004752192,0.0002777113,0.0003044068,0.0002593959,0.0002510621,0.00005668573,0.0004741626,0.0002448554,0.008302142],"category_scores_gemma":[0.00001954517,0.0002686591,0.0001800494,0.0005909567,0.0001116562,0.0003981821,0.0002180259,0.0002964584,0.0009142831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168789,"about_ca_system_score_gemma":0.00008733878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003129623,"about_ca_topic_score_gemma":0.01054828,"domain_scores_codex":[0.9985391,0.0001597931,0.0001942134,0.0005228731,0.0001679335,0.000416032],"domain_scores_gemma":[0.9991148,0.000117547,0.0001201695,0.0004425602,0.00007936249,0.0001255512],"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":[0.0004772407,0.0001632421,0.0004691922,0.00002953211,0.0001712154,0.0001377025,0.0005828339,0.00001210561,0.00004324438,0.02520742,0.9722816,0.0004247166],"study_design_scores_gemma":[0.001476062,0.0002080484,0.001623451,0.0001007997,0.00008255598,0.000002157114,0.006186034,0.00008440243,0.0002201513,0.0005486758,0.9891405,0.0003271253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02554071,0.0002116718,0.0006436515,0.003225389,0.002605331,0.0003337904,0.0001610779,0.0002318747,0.9670465],"genre_scores_gemma":[0.3042267,0.00006323586,0.0002805778,0.0007984345,0.00008699855,0.000001575365,0.00002371519,0.00001847802,0.6945003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.278686,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926043239","doi":"10.22008/fk2/cs5lka/3tgvcp","title":"w50z10_9.rtl","year":2021,"lang":"en","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apotex Pharmachem (Canada)","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.05130033710047993,"gpt":0.3249000130652361,"spread":0.2735996759647562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008827941,0.000358088,0.0007941133,0.00007127895,0.00008660575,0.00004487135,0.0003434157,0.0008230906,0.01189125],"category_scores_gemma":[0.0005892202,0.0002487764,0.0001505847,0.0002184018,0.0002358161,0.00003257621,0.0002155781,0.0005100059,0.0003381332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001137879,"about_ca_system_score_gemma":0.00002786427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877728,"about_ca_topic_score_gemma":0.003215719,"domain_scores_codex":[0.9972897,0.0008671256,0.0005634819,0.0006418854,0.0002555847,0.0003822922],"domain_scores_gemma":[0.9979014,0.0008800074,0.0003128235,0.0005046221,0.0002427071,0.0001583872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001940408,0.0001527559,0.0330832,0.00005925294,0.0002254963,0.00009247809,0.00003872781,9.811885e-7,0.000004287059,0.00003032319,0.9619592,0.004159265],"study_design_scores_gemma":[0.000441851,0.0002880897,0.6467294,0.00006512796,0.0001052508,0.00005645389,0.00004692462,0.000007896322,0.00000318147,0.0002081768,0.3517147,0.0003329664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05686086,0.005434873,0.00003338435,0.0001184134,0.001091597,0.0002027737,0.9346535,0.00001441624,0.001590238],"genre_scores_gemma":[0.03462356,0.000913575,0.00005137644,0.000462932,0.0001753498,0.00001777573,0.9611925,0.00001181925,0.002551083],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6136462,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411324481","doi":"10.53762/1aaxca16","title":"10.53762/1aaxca16","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.009870889618456696,"gpt":0.2460231115587233,"spread":0.2361522219402666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004796864,0.00007082037,0.00007638516,0.00002269356,0.00003053632,0.00002167566,0.0001072777,0.00004889228,0.9989846],"category_scores_gemma":[0.000008811073,0.00006068399,0.00003811821,0.0000860028,0.00001197677,0.00003255918,0.000007935661,0.00005056422,0.9956781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001359862,"about_ca_system_score_gemma":0.00000304629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000257915,"about_ca_topic_score_gemma":1.145678e-7,"domain_scores_codex":[0.9995085,0.00002594733,0.0001047608,0.0001474084,0.00006488598,0.0001484893],"domain_scores_gemma":[0.9997048,0.00002177138,0.00001462886,0.0001685627,0.0000252632,0.00006499454],"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":[0.00005026583,0.00002993561,2.997617e-7,7.378918e-7,0.00001897528,0.000002581896,0.000178605,0.00001458948,0.0001422993,0.00003303262,0.3960827,0.603446],"study_design_scores_gemma":[0.0001138545,0.000105997,0.0002856727,0.000006120908,0.000009511651,0.000007484985,0.000005550196,0.00007925796,0.00004764411,0.00001287859,0.9992375,0.00008851618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008930879,0.00004202485,8.961816e-7,0.0003055394,0.000009699943,0.00008681064,0.000005002318,0.00006930037,0.9905499],"genre_scores_gemma":[0.007341632,8.300011e-8,0.00003679762,0.00027061,0.00009498684,0.00001158368,0.0000140821,0.00001094127,0.9922193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6033575,"threshold_uncertainty_score":0.2474621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6948751259","doi":"10.5061/dryad.dbrv15f1w","title":"Mast productivity, red-backed vole productivity and rate of increase, northern saw-whet owl rate of increase, and fisher harvest age ratios for central Ontario, 1994-2016","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Birds Canada; University of Guelph","funders":"","keywords":"Productivity; Trophic level; Mast (botany); Vole; Food supply","retraction":null,"screen_n_in":null,"score":{"opus":0.03408550201245489,"gpt":0.3035813679080548,"spread":0.2694958658955999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001068861,0.000446807,0.0009433252,0.00009122895,0.0001056241,0.0002409055,0.000419837,0.0003136797,0.001691853],"category_scores_gemma":[0.0005496765,0.0003894058,0.000108101,0.0001608438,0.0002868809,0.0004712805,0.0003884715,0.0003471758,0.00001309682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000883429,"about_ca_system_score_gemma":0.0003358201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07857519,"about_ca_topic_score_gemma":0.3670715,"domain_scores_codex":[0.9970481,0.0006087554,0.000686535,0.001119991,0.0001524872,0.0003840666],"domain_scores_gemma":[0.9976071,0.0002487125,0.00079007,0.0008767543,0.0003234276,0.0001539486],"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":[0.002053265,0.0009108381,0.004302542,0.0003212377,0.0007489727,0.00007031055,0.002234834,0.000003868862,0.005124702,0.0000112849,0.9782427,0.005975442],"study_design_scores_gemma":[0.002335162,0.0005262972,0.03756306,0.0005039119,0.000700722,0.00007167266,0.0005778777,0.000007938108,0.004054027,0.0001220192,0.9528654,0.0006719709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.5306776,0.0002284401,0.000005488002,0.0002938684,0.00042639,0.001867018,0.4658885,0.000001737888,0.0006109346],"genre_scores_gemma":[0.06116264,0.00004165533,0.0009104756,0.0001094739,0.0003947039,0.0001994276,0.9165263,0.00006262134,0.02059269],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.469515,"threshold_uncertainty_score":0.9998558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925209965","doi":"10.17605/osf.io/mzkct","title":"Good Ghosts, Evil Ghosts, Mind, and Body","year":2019,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Good and evil; Perspective (graphical); Set (abstract data type); Action (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02534916398063615,"gpt":0.3830704813698043,"spread":0.3577213173891682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005503718,0.0002787645,0.0003679227,0.0001667296,0.0001358237,0.0007749915,0.002168309,0.000533703,0.01378998],"category_scores_gemma":[0.0002271765,0.0002202749,0.00005108225,0.0005397805,0.0004823878,0.0002007585,0.0005825898,0.0004853705,0.005449145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005051487,"about_ca_system_score_gemma":0.0001112087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006443068,"about_ca_topic_score_gemma":0.00004693354,"domain_scores_codex":[0.9978819,0.00006092122,0.0002301828,0.0009745683,0.0003950706,0.0004573158],"domain_scores_gemma":[0.9983313,0.0001159481,0.0002724274,0.001046127,0.00006780779,0.0001663615],"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":[0.00002938494,0.00009681047,0.001722516,0.00002789259,0.00008182284,0.00001536993,0.002651879,5.721947e-7,0.0002110934,0.1132609,0.8379385,0.04396319],"study_design_scores_gemma":[0.0001935368,0.0001257249,0.002063279,0.000782685,0.00003575113,0.00001728587,0.0008798133,0.00003262167,0.00003723509,0.001126888,0.994287,0.0004182094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009337019,0.002144831,0.0002034967,0.0005412604,0.003648318,0.0008612398,0.0000341935,0.00003443567,0.9915985],"genre_scores_gemma":[0.02612025,0.0001022452,0.004305146,0.001115831,0.0003277263,0.0000384673,0.00001611636,0.000148203,0.967826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1563484,"threshold_uncertainty_score":0.9953252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124285880","doi":"10.22492/issn.2436-0503.2025.27","title":"From Male to Female Gandrung Dancers: A Semiotic Analysis of Gender Transformation and Cultural Communication in the Gandrung Dance of Banyuwangi","year":2025,"lang":"","type":"article","venue":"˜The œKyoto Conference on Arts, Media & Culture official conference proceedings","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"Division of Human Resource Development; Strong","keywords":"Semiotics; Dance; Transformation (genetics); Cultural studies; Cultural communication; Key (lock)","retraction":null,"screen_n_in":null,"score":{"opus":0.05532103504853465,"gpt":0.3390978739686123,"spread":0.2837768389200777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001125554,0.0006544841,0.001240059,0.0005073674,0.0003470317,0.0004596335,0.001490922,0.0005089508,0.0004879704],"category_scores_gemma":[0.0002915177,0.000429276,0.0003212937,0.002478011,0.0006981568,0.0004756524,0.0001347351,0.0009915973,0.00001582091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589492,"about_ca_system_score_gemma":0.0002290576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077393,"about_ca_topic_score_gemma":0.00322936,"domain_scores_codex":[0.9958298,0.0003086784,0.001627647,0.0008623675,0.000780571,0.000590909],"domain_scores_gemma":[0.9964208,0.0004960021,0.0009617423,0.000631566,0.001345007,0.0001448795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001184446,0.0004446077,0.003653567,0.0003778052,0.001155396,0.000002194332,0.764257,0.0001473625,0.02311206,0.1971133,0.001173106,0.007379205],"study_design_scores_gemma":[0.003276266,0.0007911449,0.1059875,0.005453974,0.005600751,0.00001228717,0.7980759,0.06199028,0.006170867,0.006880123,0.004309188,0.001451706],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614468,0.00217543,0.001682429,0.004163165,0.0005132994,0.002211455,0.0002470807,0.00003310902,0.02752728],"genre_scores_gemma":[0.9966331,0.001330545,0.0002227286,0.001041812,0.0001155789,0.0001692879,0.0002331457,0.00001955291,0.000234224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1902331,"threshold_uncertainty_score":0.9998159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6979867812","doi":"","title":"ANALISIS REPRESENTASI GENDER ANTARA SENIMAN PEREMPUAN DAN LAKI-LAKI DALAM KARYA SENI NFT INDONESIA","year":2023,"lang":"id","type":"other","venue":"Institutional Repository ISI Surakarta (Institut Seni Indonesia Surakarta)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Power (physics); Gender relations; Gender discrimination","retraction":null,"screen_n_in":null,"score":{"opus":0.03522283947765919,"gpt":0.3043381202664883,"spread":0.2691152807888291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001655826,0.004169647,0.004042936,0.002272341,0.003910959,0.001635429,0.002869477,0.004215136,0.002209568],"category_scores_gemma":[0.0004577427,0.004140954,0.002726184,0.003030021,0.00351051,0.002039205,0.0008772151,0.004040586,0.004312632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255244,"about_ca_system_score_gemma":0.002533995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003986428,"about_ca_topic_score_gemma":0.003434511,"domain_scores_codex":[0.9790837,0.002317666,0.00502707,0.006028511,0.004024227,0.003518832],"domain_scores_gemma":[0.9875961,0.001312838,0.003156594,0.004470222,0.001655805,0.001808467],"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":[0.004403463,0.005140636,0.7103624,0.002253144,0.01518705,0.036665,0.01383264,0.006898328,0.02570094,0.07118503,0.1004121,0.007959273],"study_design_scores_gemma":[0.006641582,0.0006649817,0.3592988,0.002890011,0.00283744,0.01074434,0.004923773,0.001604045,0.002833321,0.0001465091,0.6002806,0.007134519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6025316,0.003012933,0.0002287572,0.0007296898,0.0244382,0.003854251,0.0007472923,0.002119014,0.3623383],"genre_scores_gemma":[0.9075564,0.001130012,0.0002707556,0.0007700147,0.006616969,0.0005639577,0.003708656,0.001629434,0.07775383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4998685,"threshold_uncertainty_score":0.999401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7038417637","doi":"","title":"Inclusive measurements of the pp->pn[pi]S+ reaction at 420 and 500 MeV","year":2007,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Pion; Cross section (physics); Spectrometer; Range (aeronautics); Scattering cross-section; Angular momentum; Momentum (technical analysis)","retraction":null,"screen_n_in":null,"score":{"opus":0.01020462211861208,"gpt":0.207758802668536,"spread":0.1975541805499239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001753695,0.000210237,0.0002617296,0.00002942397,0.00009547528,0.00000797439,0.0001872943,0.00008586538,0.0005664853],"category_scores_gemma":[0.00000447404,0.0001584957,0.00003828756,0.00006417739,0.0001070148,0.00006220776,0.0001626639,0.0001436122,1.989011e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001891934,"about_ca_system_score_gemma":0.0002342902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01145209,"about_ca_topic_score_gemma":0.1190863,"domain_scores_codex":[0.9980142,0.00008492793,0.0002742384,0.0002534257,0.001175598,0.0001976809],"domain_scores_gemma":[0.9991117,0.00009663448,0.0004228267,0.0002508819,0.00000117807,0.0001167396],"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":[0.001706829,0.0001483672,0.0388139,0.0007497013,0.001764897,0.0000473533,0.002246415,0.000007821386,0.1466182,0.05065749,0.7255783,0.03166068],"study_design_scores_gemma":[0.0007854545,0.00010259,0.06463625,0.0008104216,0.0001800015,0.00002372435,0.001752493,0.00002880589,0.0370048,0.0005760902,0.8935714,0.0005279205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01167379,0.001688858,0.000008847209,0.0007357667,0.000713982,0.0002482648,0.0002134413,0.000007843527,0.9847092],"genre_scores_gemma":[0.3606499,0.0001853742,0.0001465923,0.00111706,0.0001124665,0.000005922735,0.0000250145,0.00008446153,0.6376733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3489761,"threshold_uncertainty_score":0.9951307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112596020","doi":"","title":"Is it Time to Develop School Books in the Mother Tongue? : A survey of the books used in Finnish language teaching in Swedish primary schools","year":2010,"lang":"fi","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Quarter (Canadian coin); Population","retraction":null,"screen_n_in":null,"score":{"opus":0.03081603465253823,"gpt":0.3232443716591394,"spread":0.2924283370066011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002830883,0.0003907087,0.0005817498,0.001094263,0.0001202157,0.0001235432,0.002465426,0.0006046187,0.001046768],"category_scores_gemma":[0.006938586,0.0002966672,0.00009052089,0.002366214,0.0004082778,0.0004880018,0.00066294,0.002545012,0.0002055478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561374,"about_ca_system_score_gemma":0.0004839546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007566013,"about_ca_topic_score_gemma":0.01962368,"domain_scores_codex":[0.9963082,0.0004641168,0.001431319,0.0007927636,0.0004397757,0.0005638331],"domain_scores_gemma":[0.9965546,0.0002009213,0.0006909264,0.002126153,0.0003309069,0.00009651285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004405182,0.00246428,0.6724691,0.000313035,0.0002557337,0.00004502914,0.01617356,0.0001065573,0.05561697,0.01774877,0.1988767,0.03548974],"study_design_scores_gemma":[0.002482774,0.0001280225,0.8819265,0.001016445,0.00005595446,0.00002053917,0.003267442,0.001502731,0.004424087,0.0001286483,0.1043409,0.0007059539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510015,0.0002096153,0.00008592963,0.02206564,0.0005296756,0.001779189,0.001047589,0.00006363247,0.02321719],"genre_scores_gemma":[0.9868626,0.000008792232,0.001908594,0.003639624,0.00004869013,0.0002433455,0.000781771,0.0000387324,0.006467842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2094574,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033228648","doi":"","title":"Plan de negocios para creación de empresa Cervecería Dante S.A.S.","year":2012,"lang":"es","type":"other","venue":"Minerva Digital Library (Universidad EAN)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Plan (archaeology); Work (physics); Financial plan; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.02436694375438518,"gpt":0.2503082978426657,"spread":0.2259413540882806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001150666,0.000919195,0.0008391798,0.0005077574,0.0001627575,0.001030938,0.001394929,0.001141419,0.05206606],"category_scores_gemma":[0.00005715132,0.0009084981,0.0006630564,0.0004959726,0.0002872824,0.002973033,0.0004271206,0.0007351738,0.008243841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460382,"about_ca_system_score_gemma":0.0001559493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001819344,"about_ca_topic_score_gemma":0.00001434501,"domain_scores_codex":[0.9964986,0.0002670852,0.0005566957,0.0009568686,0.0003879011,0.001332806],"domain_scores_gemma":[0.9973396,0.0003077536,0.0006156799,0.0009736839,0.00004837531,0.0007148943],"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":[0.0006399867,0.0007587621,0.06388881,0.0003093045,0.001462189,0.0007661898,0.006098275,0.00001703958,0.0006848978,0.01834806,0.86957,0.03745653],"study_design_scores_gemma":[0.001145044,0.0003133152,0.02833768,0.0006780365,0.0003088221,0.0002530782,0.004271848,0.0004517897,0.0001325973,0.001156554,0.9616498,0.001301421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09108684,0.002932184,0.0001671209,0.001456112,0.0008241046,0.0004527783,0.002440071,0.0003560063,0.9002848],"genre_scores_gemma":[0.3252339,0.000195535,0.0003179296,0.000953116,0.001222975,0.000008555322,0.002321518,0.0003899251,0.6693565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2341471,"threshold_uncertainty_score":0.9993365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034535405","doi":"","title":"Tussen ongeloof, ondersteuning en opsporing:Over georganiseerd sadistisch misbruik van minderjarigen","year":2023,"lang":"nl","type":"book","venue":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Order (exchange); Context (archaeology)","retraction":null,"screen_n_in":null,"score":{"opus":0.01812296625565369,"gpt":0.2510450151109178,"spread":0.2329220488552641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0005696747,0.002159138,0.002545716,0.002043956,0.001166143,0.0004332087,0.004066257,0.004137258,0.001216833],"category_scores_gemma":[0.0001422035,0.002651971,0.001713944,0.001349345,0.001607675,0.002864572,0.00225992,0.00419581,0.00244875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003455709,"about_ca_system_score_gemma":0.0009425821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005036683,"about_ca_topic_score_gemma":0.000043067,"domain_scores_codex":[0.9903228,0.0007234687,0.002106361,0.003084003,0.001830031,0.001933354],"domain_scores_gemma":[0.9918597,0.001164075,0.003091124,0.001927965,0.0008073239,0.001149755],"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":[0.01669219,0.003605312,0.05719551,0.007711712,0.03716777,0.03803053,0.2281359,0.002166286,0.04349369,0.03702798,0.5051505,0.02362258],"study_design_scores_gemma":[0.01270296,0.003003903,0.02283069,0.009119968,0.007755046,0.001318369,0.1285283,0.00133318,0.002374251,0.001795097,0.8001009,0.00913733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3573554,0.0008151144,0.0005419963,0.0005202733,0.005197529,0.001970268,0.001605088,0.0007348762,0.6312594],"genre_scores_gemma":[0.3379441,0.000278539,0.00006763742,0.0001236718,0.0006985038,0.000001123124,0.001400684,0.0002594707,0.6592262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2949504,"threshold_uncertainty_score":0.9996962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037243908","doi":"","title":"Development of Graphical User Interface for the PT relays","year":2001,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Relay; Graphical user interface; Flexibility (engineering); Protective relay; Interface (matter); Digital protective relay; User interface","retraction":null,"screen_n_in":null,"score":{"opus":0.007404295264141417,"gpt":0.2008835702998119,"spread":0.1934792750356704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000009306804,0.0001677691,0.0002252229,0.00001943976,0.00006038357,0.000007663944,0.0002351503,0.0000602184,0.0007447512],"category_scores_gemma":[0.000002057013,0.0001171013,0.00003775478,0.00004317741,0.00006830278,0.00003105763,0.00005858095,0.0001152076,6.054584e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003606224,"about_ca_system_score_gemma":0.0003328834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002518209,"about_ca_topic_score_gemma":0.05757438,"domain_scores_codex":[0.9987821,0.00002822767,0.0002762454,0.0001915195,0.0005449804,0.0001769333],"domain_scores_gemma":[0.9992825,0.0002190102,0.0002385276,0.0001822008,5.201917e-7,0.0000771911],"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":[0.0008304869,0.00009138035,0.002888055,0.0004375466,0.001582545,0.00002192335,0.001499614,0.00001954795,0.004484049,0.2990654,0.6425984,0.04648112],"study_design_scores_gemma":[0.0002381948,0.00003830676,0.00267792,0.0002042995,0.00004286746,0.000003016884,0.003662566,0.00009556454,0.004961795,0.0001734317,0.9877326,0.0001694219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001494713,0.001588192,0.001702211,0.001420356,0.0007201729,0.0004882332,0.0002335933,0.00001030165,0.9923422],"genre_scores_gemma":[0.1174083,0.0001581411,0.00288435,0.0007339173,0.00009666913,0.00004914813,0.00001997611,0.0001131501,0.8785363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3451342,"threshold_uncertainty_score":0.9596224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7067829130","doi":"","title":"Monimuotoinen lienee. Lienee-muodon käyttö ja merkitykset nykysuomessa","year":2014,"lang":"fi","type":"other","venue":"Trepo - Institutional Repository of Tampere University","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Value (mathematics); General practice; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.01275541301941196,"gpt":0.2396235096265941,"spread":0.2268680966071821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004388429,0.0007918201,0.001073131,0.0005446911,0.0008453924,0.00007341685,0.001037897,0.001249542,0.00458947],"category_scores_gemma":[0.0001989692,0.000833063,0.0007563215,0.0004306271,0.001344222,0.0002940572,0.0002817898,0.0007710022,0.001065142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007630312,"about_ca_system_score_gemma":0.0005293628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389863,"about_ca_topic_score_gemma":0.0001830568,"domain_scores_codex":[0.9957601,0.0007158799,0.0008746817,0.001259011,0.0008159839,0.0005743087],"domain_scores_gemma":[0.9962791,0.0003110683,0.001378794,0.001056074,0.0006135783,0.0003613432],"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":[0.008576626,0.01029729,0.04875319,0.004323089,0.01734343,0.008251746,0.02187474,0.01206126,0.06727647,0.3806332,0.3718621,0.04874684],"study_design_scores_gemma":[0.001687265,0.000408749,0.01186152,0.001011729,0.0007750461,0.0004280779,0.001282725,0.0007590128,0.001534792,0.0001088639,0.9790992,0.001043073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1411806,0.0009748714,0.0009345136,0.0002299682,0.004356429,0.0005920434,0.0003435372,0.0001446058,0.8512434],"genre_scores_gemma":[0.5384229,0.0001364061,0.0003673993,0.0000957225,0.0005415101,0.000002274347,0.0003335766,0.00006980768,0.4600304],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.607237,"threshold_uncertainty_score":0.9997126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6997000179","doi":"","title":"Tehotyökaluja kieliasiantuntijan työkalupakkiin","year":2011,"lang":"fi","type":"article","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Limiting; Quarter (Canadian coin); Confusion","retraction":null,"screen_n_in":null,"score":{"opus":0.02819700969780407,"gpt":0.2066865152256324,"spread":0.1784895055278283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002248847,0.000780349,0.001067961,0.0007982497,0.0006505974,0.0001011974,0.002023709,0.0005499892,0.00722368],"category_scores_gemma":[0.00008523604,0.001014529,0.001094905,0.001016543,0.001760376,0.001653754,0.0009573717,0.0008747584,0.002728589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218849,"about_ca_system_score_gemma":0.0002725799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700581,"about_ca_topic_score_gemma":0.0009174073,"domain_scores_codex":[0.9959944,0.0004073781,0.0005160915,0.001355394,0.0006218323,0.001104926],"domain_scores_gemma":[0.9965425,0.0003137915,0.0008734973,0.001103991,0.0004480355,0.0007181823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0204652,0.009609136,0.04866137,0.001165523,0.008323827,0.007016041,0.3096346,0.00006040724,0.007313238,0.2818858,0.133774,0.1720908],"study_design_scores_gemma":[0.01294112,0.003990728,0.2373222,0.001297981,0.002290417,0.0002870066,0.3648228,0.001983748,0.0003602077,0.01711921,0.3534424,0.004142187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2607993,0.0002501821,0.0115006,0.000502774,0.001182587,0.0008164995,0.002723771,0.0002472526,0.7219771],"genre_scores_gemma":[0.9268834,0.0003156236,0.002553749,0.0001208606,0.0001110284,1.346248e-7,0.0003853502,0.00006743978,0.06956239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6660842,"threshold_uncertainty_score":0.9992305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7010109925","doi":"","title":"\"Hälle suoritin siinä puhalluskokkeen\" : Pronominien hän ja se käyttö Poliisit-sarjassa","year":2020,"lang":"fi","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Civil servants; Context (archaeology); Order (exchange); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.02037073230614742,"gpt":0.2285272288565114,"spread":0.208156496550364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00020333,0.001456335,0.001394729,0.001271476,0.002331773,0.0002405231,0.002300009,0.002023669,0.01137978],"category_scores_gemma":[0.0001169571,0.001793329,0.001160299,0.001394456,0.001654163,0.0009332996,0.0009316253,0.001895148,0.003688637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003297357,"about_ca_system_score_gemma":0.001802925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003737906,"about_ca_topic_score_gemma":0.0007036604,"domain_scores_codex":[0.9936845,0.0008897563,0.0007652776,0.002470125,0.0009375975,0.001252777],"domain_scores_gemma":[0.9957558,0.0002816565,0.001031805,0.00113852,0.0006544364,0.001137789],"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":[0.007026958,0.003929659,0.0104695,0.001437302,0.00934608,0.03669808,0.02388891,0.001571887,0.01249216,0.7309576,0.1546444,0.007537541],"study_design_scores_gemma":[0.003414689,0.0004705333,0.00296048,0.0006431455,0.001093929,0.0004276391,0.01515348,0.0003506378,0.0002327847,0.00004067649,0.9733064,0.001905589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05324944,0.0005005954,0.0008691577,0.001242389,0.003552499,0.001426854,0.001184883,0.0005200179,0.9374542],"genre_scores_gemma":[0.303305,0.0003050094,0.0006042125,0.000358202,0.001205888,0.00000111937,0.0008232985,0.0001598623,0.6932374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.818662,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033615451","doi":"","title":"Ranking of hazardous materials facility siting through routing evaluation considering transportation preferences and risk","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Hazardous waste; Ranking (information retrieval); Resilience (materials science); Routing (electronic design automation); Key (lock); Flow network; Facility location problem; Vulnerability (computing)","retraction":null,"screen_n_in":null,"score":{"opus":0.04190846917322953,"gpt":0.2857384857378845,"spread":0.2438300165646549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006054019,0.000170901,0.0003767381,0.00008817402,0.0002715537,0.00002023923,0.0001316674,0.0001795961,0.0005368016],"category_scores_gemma":[0.00006557834,0.0002155457,0.00008759709,0.0001105298,0.00005727444,0.0001912634,0.00001546792,0.0002051682,0.000003570367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007498227,"about_ca_system_score_gemma":0.00004358294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01460276,"about_ca_topic_score_gemma":0.1386072,"domain_scores_codex":[0.9985326,0.0003464051,0.0002668716,0.0003485362,0.0003614436,0.000144127],"domain_scores_gemma":[0.9984395,0.0001359313,0.001005225,0.0001532027,0.0002444691,0.00002168905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00358626,0.0003831169,0.2809448,0.003016405,0.003035753,0.00005068833,0.5176119,0.002611192,0.0961475,0.005532115,0.0005963225,0.0864839],"study_design_scores_gemma":[0.0007701261,0.0001228386,0.5691974,0.0002455499,0.000891847,0.000001927894,0.4240244,0.0003643442,0.003315879,0.0007401643,0.00006958251,0.0002560002],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995198,0.0003759732,0.0002224132,0.00002032326,0.0005622575,0.0004242031,0.0003155727,0.00002883687,0.002852408],"genre_scores_gemma":[0.9979128,0.0001256118,0.0003394751,0.000003094597,0.00001743835,0.000002020858,0.001468423,0.00001002943,0.0001210666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2882525,"threshold_uncertainty_score":0.9919591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029482481","doi":"","title":"Kartläggning av Isofsspråkrådgivning i finska 2022 : Vilka kontaktar Isofs språkrådgivning i finska, vilken typ av frågor inkommer till rådgivningenoch har det skett någon förändring jämfört med föregående kartläggning","year":2024,"lang":"fi","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Value (mathematics); Investment (military); Quarter (Canadian coin); Competition (biology)","retraction":null,"screen_n_in":null,"score":{"opus":0.02825360324485858,"gpt":0.3082695105048176,"spread":0.280015907259959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003037705,0.002030476,0.002047401,0.004201349,0.001398471,0.001150032,0.003494539,0.002269455,0.004179002],"category_scores_gemma":[0.003825511,0.002151066,0.0008378654,0.005322709,0.001314648,0.003259062,0.002299923,0.004442315,0.002009795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009453176,"about_ca_system_score_gemma":0.0007886149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299509,"about_ca_topic_score_gemma":0.0006847545,"domain_scores_codex":[0.9872147,0.0005317139,0.003849727,0.004031213,0.001617855,0.002754787],"domain_scores_gemma":[0.9913521,0.0005224964,0.002022837,0.003848882,0.001493794,0.0007598438],"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":[0.0008897716,0.002545662,0.01259187,0.004628529,0.006038096,0.001352165,0.01606197,0.003555915,0.09781668,0.1728718,0.2674001,0.4142474],"study_design_scores_gemma":[0.003092369,0.0008117054,0.00198667,0.005860425,0.001613004,0.0003443676,0.004143185,0.05079305,0.03283339,0.0008439099,0.8942091,0.003468859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.645983,0.05962104,0.07076207,0.05673518,0.03223595,0.007596622,0.007512667,0.008679595,0.1108738],"genre_scores_gemma":[0.9556527,0.001054079,0.01857919,0.001564182,0.001312103,0.0007079919,0.00738674,0.0004737862,0.01326925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6268089,"threshold_uncertainty_score":0.9999016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7014421915","doi":"","title":"Penggunaan Time Travel Dalam Karakter Anti-Hero Pada Penulisan Skenario Film Fiksi “Celeng Di Padang Tandus”","year":2023,"lang":"id","type":"dissertation","venue":"Institutional Repository (Institut Seni Indonesia Yogyakarta)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Canadian studies; Bureaucracy","retraction":null,"screen_n_in":null,"score":{"opus":0.01811736103440598,"gpt":0.2760062633272885,"spread":0.2578889022928825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008157464,0.002459437,0.002434778,0.0009620136,0.003750242,0.001034963,0.001751277,0.00318447,0.000929157],"category_scores_gemma":[0.0003943579,0.00249405,0.001530096,0.001324243,0.00132553,0.00133643,0.000244508,0.003206061,0.006047361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309268,"about_ca_system_score_gemma":0.002509407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760999,"about_ca_topic_score_gemma":0.0007850344,"domain_scores_codex":[0.9878898,0.0008846786,0.003376069,0.003303121,0.002495072,0.002051235],"domain_scores_gemma":[0.9932527,0.0007158577,0.002032074,0.001801572,0.001294122,0.0009036585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006410765,0.00669456,0.0624348,0.004242334,0.01174363,0.02898242,0.07216758,0.019651,0.6869107,0.04564551,0.04706869,0.008047937],"study_design_scores_gemma":[0.01179675,0.001654514,0.7759715,0.008953108,0.00471669,0.006595251,0.0161637,0.01572041,0.04759417,0.0004312688,0.09959397,0.01080867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819323,0.001537504,0.0002265123,0.0003569145,0.02440644,0.002569278,0.000365765,0.0006103615,0.08799492],"genre_scores_gemma":[0.873785,0.0002320789,0.0001355797,0.0003472356,0.003155732,0.0004087485,0.01179976,0.0003219808,0.1098139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7135367,"threshold_uncertainty_score":0.9999841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992628631","doi":"","title":"Maahanmuuttajataustaisten vankien peruslukutaidon haasteet","year":2023,"lang":"fi","type":"dissertation","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Population; Government (linguistics); Work (physics); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.01596337302774548,"gpt":0.2347546474535775,"spread":0.218791274425832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000280223,0.001240357,0.001733804,0.00156296,0.001092839,0.0002466202,0.002565049,0.001157117,0.002300006],"category_scores_gemma":[0.0001825172,0.001664495,0.001692402,0.00163419,0.001107648,0.001607269,0.0009354762,0.001468764,0.004717858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006079533,"about_ca_system_score_gemma":0.0004599896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00420427,"about_ca_topic_score_gemma":0.003969595,"domain_scores_codex":[0.9942115,0.0004747833,0.0007437646,0.002065729,0.001113126,0.001391102],"domain_scores_gemma":[0.9946991,0.0008452148,0.00159294,0.001275098,0.0008681635,0.0007194839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03296832,0.006050323,0.01269377,0.006257582,0.01690947,0.01061429,0.4039404,0.001103421,0.01220041,0.07688712,0.2355154,0.1848595],"study_design_scores_gemma":[0.007869733,0.002164239,0.07157797,0.002143096,0.002451824,0.00008624011,0.7061052,0.002405798,0.00008229407,0.004538278,0.1970291,0.0035463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6365311,0.0002602634,0.003241263,0.0007581366,0.003333678,0.001980015,0.009777375,0.0006941071,0.3434241],"genre_scores_gemma":[0.5607322,0.0005719342,0.0005879828,0.0000669725,0.0001967586,5.613408e-7,0.01280413,0.0001791281,0.4248603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3021648,"threshold_uncertainty_score":0.998612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6996787086","doi":"","title":"Suomi toisena kielenä -oppikirjojen dialogit puhekieltä opettamassa","year":2024,"lang":"fi","type":"dissertation","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Range (aeronautics); Key (lock); Power (physics); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.01284025570601161,"gpt":0.2282856003095262,"spread":0.2154453446035146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000233378,0.001424229,0.001903225,0.001462521,0.00087949,0.0004291175,0.002649751,0.001324293,0.003154327],"category_scores_gemma":[0.0001687419,0.001803051,0.002082014,0.001431489,0.001230361,0.001817668,0.001040961,0.002005222,0.00453617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000697226,"about_ca_system_score_gemma":0.0005846659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445695,"about_ca_topic_score_gemma":0.002791892,"domain_scores_codex":[0.9938731,0.0004899816,0.0008232469,0.002366922,0.001071837,0.001374929],"domain_scores_gemma":[0.9950984,0.0008505503,0.001246474,0.001286045,0.0007209777,0.0007976125],"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":[0.02364221,0.005716319,0.004483758,0.006376447,0.01980064,0.0116448,0.2121164,0.000712914,0.02025381,0.183814,0.3302729,0.1811657],"study_design_scores_gemma":[0.008079116,0.002548933,0.02948329,0.003755544,0.005059651,0.0001608864,0.3231776,0.003773321,0.0002342391,0.01228732,0.6063262,0.005113929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3656959,0.001022359,0.00351268,0.001376006,0.003882801,0.001787851,0.007273135,0.0005148797,0.6149344],"genre_scores_gemma":[0.7130908,0.001146378,0.0006010007,0.0001260577,0.0003068805,7.129431e-7,0.009100483,0.0001628583,0.2754649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3473949,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071006190","doi":"","title":"Representaatiot suomen kielestä ja kielenoppijoista suomi toisena kielenä -oppikirjojen esipuheissa","year":2023,"lang":"fi","type":"dissertation","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Population; Quarter (Canadian coin); General practice","retraction":null,"screen_n_in":null,"score":{"opus":0.01896433512142443,"gpt":0.2436500258528037,"spread":0.2246856907313792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003842972,0.001508561,0.002145983,0.001731125,0.001277682,0.0003367128,0.003088137,0.001354924,0.002406976],"category_scores_gemma":[0.0003305139,0.002030054,0.001831064,0.002031715,0.001322021,0.001826523,0.001132273,0.001720653,0.003793467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007772598,"about_ca_system_score_gemma":0.0006044402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038845,"about_ca_topic_score_gemma":0.006135896,"domain_scores_codex":[0.9925757,0.0006812678,0.001049658,0.002654497,0.001365902,0.001672954],"domain_scores_gemma":[0.9927699,0.001406886,0.002067259,0.001802391,0.0009850556,0.000968516],"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":[0.03503336,0.007788334,0.0198542,0.005253299,0.02166494,0.01493051,0.2535976,0.001539285,0.02746089,0.09906291,0.3310796,0.1827351],"study_design_scores_gemma":[0.01119492,0.002174827,0.0805148,0.002466322,0.003241748,0.0001763253,0.5236061,0.003994022,0.0003140502,0.006673499,0.3603228,0.005320638],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5873089,0.0003224986,0.002545738,0.001150185,0.002433388,0.002115213,0.005765704,0.0006918554,0.3976665],"genre_scores_gemma":[0.5570471,0.001029108,0.0005874544,0.00009447673,0.0002539622,0.000001169727,0.01305411,0.0002116207,0.427721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2700085,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6979888324","doi":"","title":"ANALISIS PESAN SEMIOTIKA VIDEO KEKERASAN DALAM RUMAH TANGGA DALAM TAGAR SIGNAL FOR HELP PADA YOUTUBE CANADIAN WOMEN’S FOUNDATION (ANALISIS SEMIOTIKA FERDINAND DE SAUSSURE)","year":2023,"lang":"en","type":"dissertation","venue":"Digital Library UIN Sunan Kalijaga (Sunan Kalijaga State Islamic University)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Semiotics; Relation (database); Social semiotics; Focus (optics); Public discourse; Discourse analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.01058320933737418,"gpt":0.2332050700246855,"spread":0.2226218606873113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005434748,0.001859412,0.001808091,0.00233793,0.0009786281,0.001846673,0.001974252,0.001472054,0.002234121],"category_scores_gemma":[0.0001595475,0.002084971,0.001169531,0.002893441,0.0003046145,0.003258555,0.0002317631,0.001187104,0.0003652835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179831,"about_ca_system_score_gemma":0.001522981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008577008,"about_ca_topic_score_gemma":0.02316792,"domain_scores_codex":[0.9914371,0.0005469277,0.001634358,0.00257248,0.00094375,0.002865327],"domain_scores_gemma":[0.9950439,0.0006644107,0.001329559,0.00128528,0.0005444311,0.001132418],"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":[0.0100427,0.002095113,0.1079229,0.004013042,0.01710432,0.007038984,0.1430172,0.002220069,0.002522527,0.1604102,0.4668248,0.07678811],"study_design_scores_gemma":[0.01322122,0.003525667,0.1329895,0.004390661,0.003528794,0.0002362573,0.2272552,0.003569584,0.003618105,0.04769774,0.54483,0.01513735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8940254,0.0003614133,0.0003774921,0.0004300938,0.003220207,0.002384415,0.009815902,0.001020322,0.08836473],"genre_scores_gemma":[0.7520332,0.0002952201,0.0001296308,0.0004724931,0.0004796194,0.00007864879,0.05443608,0.0005554198,0.1915197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419922,"threshold_uncertainty_score":0.9998242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987131621","doi":"","title":"Selecting Literature Texts for Kenyan High Schools, 1940 to 1998","year":2024,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Commonwealth Scholarship Commission; York University","keywords":"Historiography; Ideology; Politics; Elite; Syllabus; Government (linguistics); Nationalism; Officer; Spanish Civil War","retraction":null,"screen_n_in":null,"score":{"opus":0.01016029333321412,"gpt":0.2105600783148749,"spread":0.2003997849816608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002347424,0.000537695,0.0004589925,0.001268809,0.000195032,0.0006833455,0.0009327305,0.0007246359,0.001130877],"category_scores_gemma":[0.00001453913,0.0006036055,0.000399667,0.001919154,0.00007342308,0.0008609073,0.0003569987,0.0006307428,0.003004044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669453,"about_ca_system_score_gemma":0.0001017213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000791991,"about_ca_topic_score_gemma":0.00003663801,"domain_scores_codex":[0.9980014,0.00006572388,0.0001688695,0.0010264,0.0001913237,0.0005462646],"domain_scores_gemma":[0.9988559,0.00008131302,0.0001929199,0.0004705481,0.0000371669,0.0003621931],"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":[0.00032368,0.00008442783,0.0001796264,0.0001343929,0.0005468636,0.0004351109,0.0008750799,0.000004673224,0.000006780697,0.0367219,0.9586911,0.001996401],"study_design_scores_gemma":[0.0005757796,0.0002161655,0.00003848113,0.0009916474,0.0001966419,0.00001497851,0.003982012,0.000006466044,0.00001070035,0.0005030991,0.9927788,0.0006852563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001017537,0.0008919794,0.0003601215,0.0005556953,0.001539072,0.0008349147,0.005052256,0.001336797,0.9884116],"genre_scores_gemma":[0.0215981,0.00003195114,0.001009383,0.0002824025,0.0005621549,5.109342e-7,0.002185977,0.0003697985,0.9739597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0362188,"threshold_uncertainty_score":0.9997822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7133046151","doi":"","title":"\"Puhutaan sillee oikeesti suomee\" : Skeittaajien kielenkäytönpositiot ja skeittiyhteisön kieli","year":2025,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Position (finance); Population; Face (sociological concept); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.01511937294787109,"gpt":0.2656446741619279,"spread":0.2505253012140568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003086424,0.0009700196,0.001216578,0.0008204465,0.00188882,0.0001167739,0.001216469,0.001534411,0.0007864448],"category_scores_gemma":[0.0002912739,0.001097864,0.001079551,0.0008694661,0.0008618305,0.0005846363,0.0002037121,0.001186096,0.0001848295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170491,"about_ca_system_score_gemma":0.001776396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046607,"about_ca_topic_score_gemma":0.0004841212,"domain_scores_codex":[0.994794,0.0005322784,0.00139044,0.001582835,0.001002799,0.0006976512],"domain_scores_gemma":[0.9948578,0.0004542529,0.001473739,0.001041572,0.001798432,0.0003742096],"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":[0.01634845,0.009635704,0.02247616,0.006953942,0.01493513,0.008780958,0.05569066,0.01075621,0.1579582,0.6353399,0.01976092,0.04136376],"study_design_scores_gemma":[0.01076375,0.002924112,0.2724168,0.01150978,0.009066214,0.001640854,0.05306914,0.00323767,0.03707828,0.001650251,0.5901864,0.006456763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6285995,0.001140204,0.0003063547,0.0002506717,0.00616621,0.000692724,0.0003600088,0.0001358731,0.3623485],"genre_scores_gemma":[0.7695282,0.0001851327,0.0004416599,0.0001188174,0.0003295956,0.000005903799,0.002329817,0.00003379923,0.2270271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6336896,"threshold_uncertainty_score":0.9997618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6977240656","doi":"10.6084/m9.figshare.14516105","title":"Additional file 1 of Evaluating the biocontrol potential of Canadian strain Bacillus velezensis 1B-23 via its surfactin production at various pHs and temperatures","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Agriculture and Agri-Food Canada; Western University","funders":"","keywords":"Surfactin; Strain (injury); Bacteria; Biological pest control; Bacillus subtilis","retraction":null,"screen_n_in":null,"score":{"opus":0.04055261476157131,"gpt":0.2891242264064314,"spread":0.2485716116448601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004357265,0.00008304047,0.0001111396,0.0000510922,0.0001080174,0.00001955096,0.00006002432,0.00007644761,0.9534161],"category_scores_gemma":[0.00203288,0.00006477246,0.00005182202,0.0001714252,0.00001175521,0.00004056221,0.00001714412,0.0001029001,0.000207519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003316064,"about_ca_system_score_gemma":0.0001091441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007604505,"about_ca_topic_score_gemma":0.007667031,"domain_scores_codex":[0.9992512,0.0001094218,0.0001736796,0.000196155,0.0001389663,0.0001305785],"domain_scores_gemma":[0.9989478,0.0003008039,0.0001380985,0.0001322312,0.0004336012,0.00004748918],"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":[0.00001715072,0.00001660837,0.000001273674,0.00002669197,0.0000678681,0.000006952594,0.0006174101,0.00004922184,0.02039392,0.00000573679,0.9763752,0.002421945],"study_design_scores_gemma":[0.002868652,0.001249776,0.2330955,0.005951564,0.0003840227,0.001673466,0.01013306,0.01479648,0.05031593,0.0002988432,0.6776964,0.001536363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0162831,0.0002582963,6.095853e-8,0.0002611842,0.0001114945,0.0001782647,0.9814726,0.0000066446,0.001428318],"genre_scores_gemma":[0.4678608,5.283122e-7,0.00005464409,0.00008289688,0.00008832287,0.00009636778,0.5294982,0.000007291365,0.002310935],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9532086,"threshold_uncertainty_score":0.4278383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925212552","doi":"10.17605/osf.io/kdxj7","title":"Politicians' social contacts and their effects","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Public opinion; Politics; Czech; Representation (politics); Social representation; Perception; Social group; Control (management)","retraction":null,"screen_n_in":null,"score":{"opus":0.02382984566555334,"gpt":0.3760044224214904,"spread":0.3521745767559371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003480721,0.0001794074,0.000263369,0.0001081023,0.0003520327,0.0004138719,0.001337128,0.0002243515,0.0222818],"category_scores_gemma":[0.0001800598,0.0001364575,0.0000389258,0.0003682374,0.0003999871,0.00008615046,0.0005383743,0.0004049232,0.0002128131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007778601,"about_ca_system_score_gemma":0.00007117873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006812926,"about_ca_topic_score_gemma":0.0000427076,"domain_scores_codex":[0.9986959,0.00009682809,0.0001148081,0.0005289458,0.0002039843,0.0003595307],"domain_scores_gemma":[0.9992316,0.0001613292,0.0001452885,0.0003413339,0.00002404032,0.00009635476],"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":[0.00001599506,0.00005661055,0.0002163476,0.00002010996,0.00005797475,0.00001413743,0.01107012,8.066309e-8,0.0001168696,0.4852619,0.4801458,0.0230241],"study_design_scores_gemma":[0.000268113,0.0001670592,0.004259866,0.0002293012,0.00002855098,0.00001258285,0.005153916,0.0000100843,0.00005005049,0.02111247,0.9682608,0.000447214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001337079,0.0005249446,0.0001225513,0.0004937148,0.002379935,0.000561112,0.00003144961,0.00004575504,0.9945034],"genre_scores_gemma":[0.295547,0.00001453072,0.0007127118,0.006014664,0.0007049392,0.0001428939,0.00002185591,0.0001795027,0.6966619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.488115,"threshold_uncertainty_score":0.9786119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417232129","doi":"10.30673/sja.160001","title":"Instruktiivi – sija siinä missä muutkin","year":2025,"lang":"","type":"article","venue":"Sananjalka","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Government (linguistics); Quarter (Canadian coin); Context (archaeology); Population","retraction":null,"screen_n_in":null,"score":{"opus":0.009304449132147207,"gpt":0.3586546919030031,"spread":0.3493502427708559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003107417,0.0004824012,0.000535038,0.0002633977,0.0002835113,0.0002028659,0.0006214203,0.0005838078,0.01466699],"category_scores_gemma":[0.0002155412,0.0004623746,0.0003618292,0.0008692651,0.000236558,0.0001251319,0.000150901,0.0006082696,0.001965036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725698,"about_ca_system_score_gemma":0.0001556283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005581177,"about_ca_topic_score_gemma":0.0002768422,"domain_scores_codex":[0.9969857,0.0002837412,0.0008555065,0.0008799747,0.0002247413,0.0007703731],"domain_scores_gemma":[0.9982697,0.0002185064,0.0002543548,0.0008802412,0.0001952502,0.000181904],"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":[0.0004749798,0.00083831,0.003994973,0.0003055336,0.001459672,0.00009034541,0.01056342,0.00004054293,0.006654876,0.2191553,0.2873434,0.4690786],"study_design_scores_gemma":[0.003174952,0.0005410627,0.03627771,0.0008226107,0.0006646175,0.00003400936,0.01075619,0.005107952,0.004249848,0.01951292,0.9176089,0.001249219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1244743,0.01252227,0.0009895905,0.004329263,0.01126437,0.0006915707,0.00006224428,0.0001376962,0.8455287],"genre_scores_gemma":[0.9170241,0.000296876,0.000214495,0.003910247,0.0003170446,0.00002227631,0.00004552033,0.00003581811,0.07813362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7925498,"threshold_uncertainty_score":0.9997828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6996897043","doi":"","title":"SUMIIFFIMMI UUMASSUSILLIT ASSIGIINNGISITAARNERISA ALLANNGORIARTORNERANI TAAVALU KALAALLIT NUNAANNI AALISAKKERINERMI NALIMMASSARSINNAANERMUT ISIGINNITTARIAASEQ","year":2023,"lang":"fi","type":"other","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Semiotics and Cultural Interpretation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02046402326506754,"gpt":0.2797894025467542,"spread":0.2593253792816866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009190522,0.00264609,0.002580028,0.001598437,0.000773801,0.0005748802,0.002216636,0.003013885,0.05098129],"category_scores_gemma":[0.0002949782,0.002771396,0.001527742,0.003042371,0.0008042625,0.000803496,0.0005816414,0.002288256,0.02207061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113461,"about_ca_system_score_gemma":0.000490492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098658,"about_ca_topic_score_gemma":0.002224493,"domain_scores_codex":[0.9895338,0.0005095659,0.002121339,0.003352614,0.001757701,0.00272502],"domain_scores_gemma":[0.9926835,0.0005070394,0.002469677,0.002191406,0.001020934,0.001127489],"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":[0.001191275,0.0008522493,0.0100808,0.0004413915,0.006131303,0.006304699,0.01243509,0.000366585,0.001605986,0.04127969,0.9139795,0.005331464],"study_design_scores_gemma":[0.003354068,0.0006403478,0.005221754,0.001242259,0.001687737,0.0001702725,0.01019222,0.0006781005,0.0001366879,0.0002354278,0.9732378,0.00320336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1093676,0.004225043,0.0002483812,0.001716008,0.01604752,0.002723228,0.002167794,0.003337225,0.8601672],"genre_scores_gemma":[0.1211846,0.0009498279,0.000325311,0.0008331417,0.002994785,0.00004033851,0.003582283,0.002334497,0.8677552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05925829,"threshold_uncertainty_score":0.9986274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118968970","doi":"10.23982/vir.163133","title":"Mitä tutkimme, kun käytämme Suomi24-korpusta?","year":2025,"lang":"fi","type":"article","venue":"Virittäjä","topic":"Semiotics and Cultural Interpretation","field":"Psychology","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":"Data collection; Context (archaeology); Government (linguistics); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.0148155040649136,"gpt":0.3474966963372446,"spread":0.332681192272331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003477411,0.0004411007,0.0005115737,0.0002463151,0.0002406126,0.000232869,0.0005574067,0.0005853974,0.006162846],"category_scores_gemma":[0.0001834097,0.0004233802,0.0003435969,0.0006949821,0.0002057905,0.0001604176,0.0001425275,0.0006144464,0.004876687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633872,"about_ca_system_score_gemma":0.0001038001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005320444,"about_ca_topic_score_gemma":0.0001346576,"domain_scores_codex":[0.9971955,0.0002815348,0.0007528982,0.000794881,0.0002465173,0.0007286847],"domain_scores_gemma":[0.9983482,0.0002648734,0.0002094724,0.000797321,0.0002264378,0.000153669],"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":[0.0005136462,0.000853968,0.004486281,0.0003038663,0.00113273,0.0001345287,0.005024732,0.00003355872,0.01827353,0.3197054,0.5582746,0.09126315],"study_design_scores_gemma":[0.002197429,0.0003068002,0.02335474,0.0005746956,0.0004110174,0.00002761958,0.002711889,0.001441114,0.004007405,0.007581296,0.9566385,0.0007475202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1809921,0.01336325,0.001815473,0.01584867,0.01185187,0.0008148477,0.000131833,0.0002202928,0.7749617],"genre_scores_gemma":[0.7514918,0.0002492492,0.0002151113,0.006189783,0.0004073351,0.00003150576,0.00006664269,0.0000409944,0.2413076],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5704997,"threshold_uncertainty_score":0.9998218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}