{"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":"6a35db03bfa1","filters":{"venue":"Arkiv Tidskrift för samhällsanalys"}},"results":[{"id":"W4415472535","doi":"10.13068/2000-6217.18.1","title":"Teknikens faktiska värld","year":2025,"lang":"sv","type":"article","venue":"Arkiv Tidskrift för samhällsanalys","topic":"Design Education and Practice","field":"Engineering","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":"Action (physics); Technology and society; Perspective (graphical); Public service; Service (business); World War II","authors":[{"name":"Ursula Franklin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01269118190759615,"gpt":0.2821719062414844,"spread":0.2694807243338883,"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":[0.001016592,0.0007351298,0.0008159348,0.0008808707,0.000409274,0.0004656459,0.0008605598,0.0004799634,0.0063581],"category_scores_gemma":[0.0006990368,0.0008076861,0.0004796149,0.00243393,0.0001468956,0.0006141819,0.0001549884,0.0011833,0.006536348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964511,"about_ca_system_score_gemma":0.0004608595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006670263,"about_ca_topic_score_gemma":0.0002462962,"domain_scores_codex":[0.9960805,0.0003963173,0.001074165,0.0008753036,0.0005397937,0.001033938],"domain_scores_gemma":[0.9965988,0.001053935,0.0002307754,0.001484395,0.0002517712,0.0003803426],"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":[0.00008799847,0.0005646151,0.00926013,0.0005920152,0.003171579,0.00007851283,0.001577396,0.005569964,0.005316062,0.03229541,0.8842175,0.05726881],"study_design_scores_gemma":[0.0007438246,0.00004954099,0.01746286,0.0002254416,0.001305083,0.00001660128,0.001009018,0.009470467,0.002138244,0.0009353547,0.9657921,0.0008514258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0174649,0.01710869,0.02726943,0.02126153,0.01164811,0.001106574,0.0001831321,0.001180677,0.902777],"genre_scores_gemma":[0.8584368,0.001714861,0.002274384,0.002631421,0.0005712193,0.00006016593,0.00009571268,0.0001152177,0.1341002],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8409719,"threshold_uncertainty_score":0.9994374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2213899993","doi":"10.13068/2000-6217.4.5","title":"Alla för alla. Jämlikhet, korruption och socialt förtroende","year":2015,"lang":"sv","type":"article","venue":"Arkiv Tidskrift för samhällsanalys","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social capital; Political science; Inequality; Government (linguistics); Social inequality; Social equality; Politics; Language change; Gender equality; Sociology; Gender studies; Law","authors":[{"name":"Bo Rothstein","is_ca":false},{"name":"Eric M. Uslaner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05403192539441272,"gpt":0.3227792569701636,"spread":0.2687473315757509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00404505,0.001150981,0.001648822,0.0004132336,0.002047463,0.0007988302,0.001721222,0.001478698,0.002856826],"category_scores_gemma":[0.0009448293,0.001189892,0.001360777,0.002742996,0.001458367,0.00109864,0.0005308026,0.001470936,0.005337029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153374,"about_ca_system_score_gemma":0.0015666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01406589,"about_ca_topic_score_gemma":0.01826443,"domain_scores_codex":[0.9888234,0.001987633,0.001631892,0.001763628,0.003058509,0.002734991],"domain_scores_gemma":[0.9943303,0.0006406762,0.001029708,0.001062321,0.00100005,0.001936933],"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":[0.0006635019,0.001642439,0.03642708,0.0001539137,0.003034999,0.0003047999,0.1553885,0.0008348585,0.0004332888,0.04338916,0.7037783,0.05394925],"study_design_scores_gemma":[0.003766808,0.0009407137,0.01800793,0.0002379649,0.002444967,0.00002157325,0.09058999,0.00229278,0.0001631057,0.0302285,0.8477332,0.003572471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.567552,0.02188305,0.0007458357,0.02660472,0.01555296,0.002474905,0.0003478888,0.001235392,0.3636033],"genre_scores_gemma":[0.9537355,0.004097259,0.0004480759,0.00251198,0.009125877,0.00008544101,0.0002554585,0.0001659821,0.02957441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3861836,"threshold_uncertainty_score":0.9998176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381664775","doi":"10.13068/2000-6217.15.1","title":"Världen och vänstern","year":2023,"lang":"sv","type":"article","venue":"Arkiv Tidskrift för samhällsanalys","topic":"Economic and Social Issues","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":"Surgical Specialties (Canada)","funders":"","keywords":"Capitalism; Geopolitics; Dialectic; Colonialism; Emancipation; Political science; World history; Decolonization; Political economy; Economic history; Sociology; History; Politics; Law; Philosophy","authors":[{"name":"Göran Therborn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04533234303442064,"gpt":0.3359000666167847,"spread":0.2905677235823641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002378455,0.0005912847,0.001081769,0.0004741148,0.00168546,0.000563323,0.001413271,0.0006787977,0.006406287],"category_scores_gemma":[0.0005108382,0.0006337973,0.0007019201,0.003190666,0.000947515,0.0006371849,0.0004009279,0.0006121449,0.05792994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819464,"about_ca_system_score_gemma":0.0004970863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01837567,"about_ca_topic_score_gemma":0.01197463,"domain_scores_codex":[0.9944711,0.0007473047,0.001044426,0.001137146,0.0008965536,0.001703524],"domain_scores_gemma":[0.9971096,0.0006929968,0.0004534036,0.0008533022,0.0002596255,0.0006310529],"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":[0.00008181568,0.0004005402,0.2003332,0.0001932114,0.002696134,0.0003550371,0.1679623,0.0001951904,0.0004801058,0.04913162,0.5454063,0.03276449],"study_design_scores_gemma":[0.0007772283,0.0001211887,0.03056484,0.0001300403,0.0006094284,0.000001863416,0.0449682,0.001342199,0.000169213,0.004908931,0.9150303,0.001376555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.590235,0.001802523,0.00002685846,0.01033051,0.00346051,0.0006236535,0.0001537259,0.0008034986,0.3925637],"genre_scores_gemma":[0.801234,0.003358452,0.00006912029,0.0007650968,0.002273034,0.00002988424,0.0001026019,0.00008130824,0.1920865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.369624,"threshold_uncertainty_score":0.9996142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388952292","doi":"10.13068/2000-6217.16.6","title":"Paul Lazarsfeld, Theodor W. Adorno och den kritiska teorins umgänge med positivistisk socialpsykologi, 1938–2022","year":2023,"lang":"sv","type":"article","venue":"Arkiv Tidskrift för samhällsanalys","topic":"Critical Theory and Philosophy","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":"Surgical Specialties (Canada)","funders":"","keywords":"Philosophy","authors":[{"name":"Mats Deland","is_ca":true},{"name":"Paul Fuehrer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03673082853188984,"gpt":0.3368849041350269,"spread":0.300154075603137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005977876,0.001210884,0.001833015,0.0007328695,0.003536876,0.0007335315,0.002383784,0.001243494,0.009199515],"category_scores_gemma":[0.002307811,0.001234081,0.001524581,0.005608186,0.002824728,0.0007555983,0.0008892337,0.001874147,0.009623672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664919,"about_ca_system_score_gemma":0.0005314506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957183,"about_ca_topic_score_gemma":0.001516185,"domain_scores_codex":[0.9868306,0.003981308,0.001656796,0.00215644,0.002352758,0.003022101],"domain_scores_gemma":[0.991731,0.0045292,0.0005053983,0.001498561,0.0005065905,0.001229243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007394097,0.001313827,0.01272751,0.0003405093,0.00309193,0.002496637,0.01584715,0.00006809772,0.00250529,0.8256592,0.09916898,0.03604141],"study_design_scores_gemma":[0.002783473,0.001260082,0.03198463,0.0005199446,0.003205705,0.00005273075,0.01531593,0.0004806747,0.0008723634,0.6297998,0.3096783,0.004046284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4566611,0.007726759,0.0004366863,0.07272642,0.009524085,0.003383978,0.005751654,0.002977504,0.4408118],"genre_scores_gemma":[0.9737976,0.002520806,0.0001645607,0.002200229,0.003507135,0.0001580942,0.0005662587,0.0001769929,0.01690838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5171364,"threshold_uncertainty_score":0.999889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399862765","doi":"10.13068/2000-6217.17.1","title":"Amerikansk försvagning?","year":2024,"lang":"sv","type":"article","venue":"Arkiv Tidskrift för samhällsanalys","topic":"Labor Movements and Unions","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":"Surgical Specialties (Canada)","funders":"Alexander von Humboldt-Stiftung","keywords":"Art","authors":[{"name":"Marco d’Eramo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01538735791246522,"gpt":0.3080281451395347,"spread":0.2926407872270695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001516395,0.0006451777,0.0007256507,0.0005300483,0.001282088,0.001379165,0.00105226,0.0004219232,0.01292016],"category_scores_gemma":[0.0002270399,0.0005756759,0.0007607465,0.003416407,0.0008150537,0.000824314,0.0002552347,0.0008707086,0.001971497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002851791,"about_ca_system_score_gemma":0.0007392094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551023,"about_ca_topic_score_gemma":0.006434781,"domain_scores_codex":[0.9943637,0.0005482874,0.0009204493,0.001302057,0.001396034,0.001469431],"domain_scores_gemma":[0.9975663,0.0005088139,0.0001924583,0.0008858571,0.000213655,0.0006329268],"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":[0.0000278598,0.0004675077,0.006449436,0.0001450827,0.002766893,0.0004417729,0.02402035,0.0001175136,0.001781127,0.6264293,0.2215504,0.1158028],"study_design_scores_gemma":[0.0002602583,0.0001300469,0.0101778,0.0002947442,0.0008814961,0.000003403637,0.005293717,0.001328974,0.0001900694,0.002276853,0.9783635,0.0007991398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3248553,0.05313121,0.001962402,0.04223524,0.01985515,0.001788283,0.001263967,0.002101016,0.5528074],"genre_scores_gemma":[0.9179795,0.004651399,0.0004078186,0.002766287,0.002163183,0.00003708839,0.00008430435,0.0001077572,0.07180271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.756813,"threshold_uncertainty_score":0.9996695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388952454","doi":"10.13068/2000-6217.16.4","title":"Kapitel XIII. Övergripande resultat och sammanfattning av intervjuernas resultat","year":2023,"lang":"sv","type":"article","venue":"Arkiv Tidskrift för samhällsanalys","topic":"Social and Educational Sciences","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":"Surgical Specialties (Canada)","funders":"","keywords":"Philosophy; Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05752046191403352,"gpt":0.3592975918487653,"spread":0.3017771299347318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005592175,0.000816405,0.001053879,0.0008567502,0.003881574,0.001050066,0.002485033,0.0006453865,0.002875215],"category_scores_gemma":[0.003629646,0.0007607872,0.0008794689,0.008944919,0.001863866,0.001208547,0.0006064869,0.000991308,0.01015007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005437931,"about_ca_system_score_gemma":0.001275412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02983092,"about_ca_topic_score_gemma":0.0136675,"domain_scores_codex":[0.9898168,0.00113821,0.001600117,0.001887871,0.003031958,0.002525025],"domain_scores_gemma":[0.9942888,0.002263861,0.0008208923,0.000885095,0.0006578644,0.001083491],"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":[0.000305915,0.0006269669,0.06883261,0.0001609241,0.001344908,0.0001976526,0.19609,0.001486904,0.001765415,0.02365511,0.660703,0.04483055],"study_design_scores_gemma":[0.001474463,0.0002753465,0.1546663,0.0005030622,0.0006649839,0.000008930846,0.147971,0.002655436,0.0003727879,0.01655827,0.6726914,0.002158001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7983656,0.002637364,0.00009177962,0.05162981,0.0121603,0.001064518,0.0003637576,0.001159052,0.1325278],"genre_scores_gemma":[0.9099221,0.00341651,0.0003553858,0.001394813,0.004195162,0.00008412141,0.0002612791,0.00008030715,0.0802903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115565,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}