{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9c73eac029b8","filters":{"venue":"DiVA (Södertörn University)"}},"results":[{"id":"W7066544430","doi":"","title":"IFRS 16 påverkan på företagens finansiella rapporter : En kvantitativ studie om IFRS 16 påverkan på nordiska börsnoterade företag inom detaljhandeln, tjänstesektorn och byggbranschen","year":2020,"lang":"en","type":"article","venue":"DiVA (Södertörn University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","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":"Income statement; Allowance (engineering); Balance sheet; Financial statement; Cash flow; International Financial Reporting Standards; Quarter (Canadian coin); Financial analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01996271498933437,"gpt":0.2020892764078564,"spread":0.182126561418522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001018678,0.0006904117,0.0007947786,0.000239309,0.0007336782,0.0001432417,0.000947346,0.0001519791,0.0007546558],"category_scores_gemma":[0.00002981742,0.0007169777,0.00058602,0.001104555,0.0003015113,0.0008102861,0.0005183324,0.0006523973,0.0003357164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965222,"about_ca_system_score_gemma":0.0002470287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004267576,"about_ca_topic_score_gemma":0.00006044388,"domain_scores_codex":[0.9968573,0.0002202177,0.0005101054,0.001031582,0.0004824366,0.0008983712],"domain_scores_gemma":[0.9979952,0.0003163293,0.0003106949,0.0006055659,0.0001879559,0.0005842395],"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":[0.001051853,0.002765861,0.7869543,0.0003950387,0.005052997,0.0004451595,0.03045468,0.003546713,0.008290619,0.08487505,0.02863232,0.04753544],"study_design_scores_gemma":[0.01745186,0.002067843,0.1773889,0.000364825,0.003327947,0.000002855655,0.0577719,0.006409818,0.0058751,0.00763772,0.7145631,0.007138093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889527,0.00009541801,0.04903789,0.003097937,0.0003555969,0.000849012,0.0004538539,0.0002675884,0.05688997],"genre_scores_gemma":[0.9915824,0.00001269337,0.0005739395,0.0005246632,0.0005864506,0.000006570306,0.0003936589,0.00007575926,0.006243885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6859308,"threshold_uncertainty_score":0.9995281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029651692","doi":"","title":"Konsekverna av spinoffs : En kvantitativ studie om avkastning och investeringsstrategier","year":2022,"lang":"en","type":"article","venue":"DiVA (Södertörn University)","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","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); Portfolio; Event study; Abnormal return; Shareholder; Value (mathematics); Share price; Shareholder value","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02407873523608989,"gpt":0.1887584068826727,"spread":0.1646796716465828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001763597,0.0002327891,0.0002415572,0.0003731742,0.0007987105,0.0001505554,0.0006297813,0.00004401625,0.0003616007],"category_scores_gemma":[0.00004321761,0.0002801205,0.0001151814,0.001246888,0.00007515826,0.001495183,0.0008929257,0.0003052276,0.000230588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540364,"about_ca_system_score_gemma":0.00006490413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075309,"about_ca_topic_score_gemma":0.0002470575,"domain_scores_codex":[0.9985833,0.00003129151,0.000173514,0.0004489787,0.0003712927,0.0003915785],"domain_scores_gemma":[0.9992471,0.00005281369,0.0003144998,0.0002774362,0.00008672977,0.00002140372],"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":[0.0003476012,0.0003617317,0.7615906,0.0002876481,0.0001755932,0.002007679,0.000874494,0.002301283,0.0008424183,0.197442,0.03016474,0.003604273],"study_design_scores_gemma":[0.001081796,0.0000382826,0.1878189,0.00004271317,0.00007071441,0.000004994099,0.003224482,0.0004487671,0.00001833319,0.001139794,0.8056312,0.0004801028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396305,0.00008636969,0.0004910552,0.001141067,0.0005955991,0.0002007655,0.00002149837,0.0001831409,0.05765],"genre_scores_gemma":[0.9858499,0.00002459157,0.00008318957,0.00111868,0.0003075296,0.000002889667,0.0000249393,0.00002866343,0.01255961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754664,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112455444","doi":"","title":"Code of the switch : A study of how English takes shape in popular Swedish rap","year":2020,"lang":"sv","type":"article","venue":"DiVA (Södertörn University)","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Code (set theory); Islam","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03980497191001718,"gpt":0.176874436599648,"spread":0.1370694646896308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009738062,0.00025143,0.0004992464,0.0001457492,0.0003892034,0.00005203103,0.000819503,0.0001100573,0.00135483],"category_scores_gemma":[0.00009969075,0.0002133097,0.0002236778,0.0004388158,0.000323712,0.0003056552,0.0001859825,0.0003875211,0.000004171806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885852,"about_ca_system_score_gemma":0.00009096842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004242193,"about_ca_topic_score_gemma":0.009948896,"domain_scores_codex":[0.9984587,0.0002674865,0.0002698771,0.0003785328,0.0003755152,0.0002498609],"domain_scores_gemma":[0.9989441,0.00004625812,0.0003229021,0.0003466582,0.0002380362,0.0001020304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003040375,0.001478504,0.03137944,0.0004619353,0.0002546484,0.0001626908,0.9088271,0.00004069535,0.0002778316,0.03653949,0.0199886,0.0002849703],"study_design_scores_gemma":[0.001765993,0.000384733,0.003511789,0.0001239539,0.0002243319,2.82141e-7,0.4663435,0.00006986366,0.00004945829,0.000018009,0.5272651,0.0002430581],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679157,0.0002937058,0.000001436683,0.0006068946,0.0005777484,0.0005228486,0.0001627824,0.00003161474,0.02988729],"genre_scores_gemma":[0.9864245,0.00001283367,0.000002589642,0.0001953908,0.0002573493,6.022894e-7,0.000008974082,0.00001618796,0.01308157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5072765,"threshold_uncertainty_score":0.9995581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7066986107","doi":"","title":"It Will Seem So Nice and Grown-Uppish : An analytical essay on development towards conservative gender roles in the novel Anne of Green Gables","year":2023,"lang":"en","type":"article","venue":"DiVA (Södertörn University)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","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":"Conformity; Nice; Gender equality; Gender history; Feminist theory; Period (music)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0543070268827753,"gpt":0.2400283762041288,"spread":0.1857213493213535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002901486,0.0001749728,0.0002557127,0.0004928846,0.0003019617,0.0001178343,0.0003942736,0.00006515162,0.000217587],"category_scores_gemma":[0.0000348471,0.0001360745,0.00006828858,0.0004354982,0.0003899872,0.0004448229,0.0001384931,0.0001685227,0.000007256236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005738454,"about_ca_system_score_gemma":0.0001045114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004630687,"about_ca_topic_score_gemma":0.005346547,"domain_scores_codex":[0.9988669,0.0001201678,0.0001915111,0.0003002841,0.0002801344,0.0002409985],"domain_scores_gemma":[0.9992471,0.0002302653,0.00008695819,0.0002423074,0.0001345597,0.00005874976],"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":[0.0001528226,0.0003666992,0.01052647,0.00009053961,0.0004239836,0.000110561,0.3577495,0.00006592806,0.00005172922,0.6266575,0.002409493,0.001394799],"study_design_scores_gemma":[0.001651361,0.0002451259,0.05612888,0.0001705959,0.0003314926,0.000004707539,0.1980893,0.001751222,0.0002271419,0.003147391,0.7375525,0.0007003155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922893,0.00007429001,0.00006183852,0.002608361,0.00007452805,0.0001820268,0.000133415,0.0000728207,0.07389976],"genre_scores_gemma":[0.9899253,0.00001504524,0.00008507904,0.0007509347,0.00006413383,9.106013e-7,0.00006734135,0.0000111498,0.009080078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7351429,"threshold_uncertainty_score":0.5548958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7038930592","doi":"","title":"Könsskildring i samtida datorspel: Stereotyper, objektifiering och representation","year":2025,"lang":"en","type":"article","venue":"DiVA (Södertörn University)","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary 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":"Hatch (Canada)","funders":"","keywords":"Objectification; Gender relations; Diversity (politics); Natural (archaeology); Clothing; Representation (politics); Stereotype (UML); Gender diversity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01593928351238987,"gpt":0.2180531519644052,"spread":0.2021138684520153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008879739,0.0001228653,0.0001527799,0.0003486364,0.0003491344,0.00005045598,0.000320564,0.00009977164,0.0002038898],"category_scores_gemma":[0.00003676426,0.000130467,0.00008086818,0.0006463217,0.0001118096,0.000414585,0.000008659993,0.0001574569,0.00003428174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006403402,"about_ca_system_score_gemma":0.00005526685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552091,"about_ca_topic_score_gemma":0.004447776,"domain_scores_codex":[0.9990992,0.00008368651,0.0001211487,0.0003201238,0.0001202525,0.0002556214],"domain_scores_gemma":[0.9994419,0.0001597252,0.00005435334,0.0002304823,0.00003179458,0.00008173031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005394438,0.00001133917,0.9462869,0.00001552647,0.00004825062,0.0000635712,0.0001704885,0.00009596744,0.00003959642,0.002856578,0.0002638459,0.05009396],"study_design_scores_gemma":[0.000333447,0.00002392072,0.9925971,0.00002872676,0.00003209405,0.000003450527,0.0009083887,0.0004672741,0.0002475129,0.0006473037,0.004567406,0.0001433905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5822455,0.0005971659,0.000933319,0.000161532,0.0004031828,0.00009200967,0.00001551989,0.00009294904,0.4154588],"genre_scores_gemma":[0.9971544,0.00005361267,0.0003961594,0.00005052856,0.00003029775,6.300321e-8,0.00002134961,7.363722e-7,0.002292883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4149088,"threshold_uncertainty_score":0.5320288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991380727","doi":"","title":"#Fyp: Dåliga Nyheter med Krimtema : En studie om nyhetsurval och nyhetsvärdering på TikTok","year":2023,"lang":"en","type":"article","venue":"DiVA (Södertörn University)","topic":"Media Studies and Communication","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":"World Federation of Science Journalists","funders":"","keywords":"Framing (construction); Headline; News media; News values; Journalism; Selection (genetic algorithm); Content analysis; Qualitative research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04844954513164964,"gpt":0.2880135144773532,"spread":0.2395639693457036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007517677,0.0002074756,0.0003103244,0.0003355223,0.001676867,0.00007719188,0.001010356,0.0001451135,0.0001352174],"category_scores_gemma":[0.0003585299,0.0002259372,0.0001669746,0.001517824,0.0003128198,0.0003423836,0.0007982891,0.0002319632,0.0003752804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684191,"about_ca_system_score_gemma":0.0001452065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926229,"about_ca_topic_score_gemma":0.006030952,"domain_scores_codex":[0.9976594,0.0004878295,0.0002065512,0.0004061264,0.0005961547,0.0006438711],"domain_scores_gemma":[0.9983018,0.0007133001,0.0001186835,0.000497198,0.000159771,0.0002092655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003585962,0.0008013459,0.2069112,0.0003269757,0.001652,0.0008672632,0.3036232,0.0002300331,0.001178705,0.2915415,0.1063545,0.08615466],"study_design_scores_gemma":[0.0006732796,0.00005236675,0.02826287,0.00005108224,0.00007433502,6.40992e-7,0.04941431,0.00008713626,0.00006494626,0.0006505097,0.9202595,0.0004090177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7131884,0.0002438691,0.0001682456,0.01323217,0.001561396,0.000627085,0.00001992465,0.0009500364,0.2700089],"genre_scores_gemma":[0.964662,0.002086949,0.000112281,0.0001530198,0.0003023091,0.000005317304,0.00002731453,0.00002342422,0.03262737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8139051,"threshold_uncertainty_score":0.9996228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}