{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"dcb15573e675","filters":{"venue":"Sociální studia / Social Studies"}},"results":[{"id":"W4306701967","doi":"10.5817/soc2022-29550","title":"Hacking the Techno-Transition: The Possibilities of Deep Energy Literacy","year":2022,"lang":"en","type":"article","venue":"Sociální studia / Social Studies","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canada First Research Excellence Fund","keywords":"Literacy; Politics; Sociology; Technocracy; Political science; Environmental ethics; Law","authors":[{"name":"Sheena Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04716913881763864,"gpt":0.3584446956448218,"spread":0.3112755568271832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002104965,0.0001704844,0.0003275917,0.00003647746,0.01627238,0.00009815519,0.00063072,0.00006813899,0.00009758469],"category_scores_gemma":[0.0002248373,0.0001138378,0.0002679224,0.0005707206,0.002855675,0.0001444891,0.0004758894,0.0004803687,0.000002191956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061183,"about_ca_system_score_gemma":0.0002161955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111717,"about_ca_topic_score_gemma":0.001904399,"domain_scores_codex":[0.9972586,0.0008108132,0.0003051519,0.0002486365,0.0009541625,0.0004226446],"domain_scores_gemma":[0.9980611,0.001139647,0.0002479353,0.000188923,0.0003383221,0.00002410599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009133499,0.00006052089,0.00008894035,0.00001019899,0.0002723811,0.000001969283,0.5700287,0.000005014125,0.00002089972,0.4230412,0.00187187,0.004589161],"study_design_scores_gemma":[0.0001803387,0.00005309438,0.0007629952,0.00000882496,0.00007249411,7.515395e-7,0.7531028,0.00000386614,0.00003209981,0.1399969,0.1056129,0.0001729155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.442992,0.06586603,0.000447229,0.3500015,0.004166656,0.001828491,0.0003003663,0.000588052,0.1338096],"genre_scores_gemma":[0.9959056,0.0008640313,0.00001467704,0.001403053,0.0007449279,0.0002645436,0.000003008764,0.00001656512,0.0007835904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5529135,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2734796152","doi":"10.5817/soc2009-1-11","title":"Metodologický nacionalismus a pohled za jeho hranice: budování národního státu, migrace a společenské vědy","year":2009,"lang":"cs","type":"article","venue":"Sociální studia / Social Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; University of Cambridge; York University","keywords":"Physics; Theology; Humanities; Philosophy","authors":[{"name":"Andreas Wimmer","is_ca":false},{"name":"Nina Glick Schiller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09710683700151852,"gpt":0.419128947128432,"spread":0.3220221101269135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003444362,0.001346636,0.002401171,0.0002764832,0.009303584,0.0004541113,0.001062007,0.001141085,0.0003369444],"category_scores_gemma":[0.002883791,0.001238856,0.001396779,0.00186107,0.002322012,0.0009182855,0.0003119624,0.001180987,0.000533711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737444,"about_ca_system_score_gemma":0.001054191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074263,"about_ca_topic_score_gemma":0.02732133,"domain_scores_codex":[0.9896801,0.002252027,0.001721801,0.001683375,0.002588751,0.002073948],"domain_scores_gemma":[0.9945357,0.001163975,0.001313782,0.000497674,0.002108161,0.0003807126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002231848,0.001161154,0.002709503,0.0001051538,0.00262567,0.00004018835,0.5458422,0.000005268764,0.000376587,0.1862178,0.2507409,0.009952469],"study_design_scores_gemma":[0.00339202,0.001400506,0.0558474,0.0002616654,0.00174228,0.000008878873,0.4907931,0.00001810745,0.0001144312,0.0314489,0.4123406,0.002632157],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6828148,0.1357757,0.0002077177,0.06738825,0.009485174,0.005004262,0.0005947573,0.001307202,0.09742218],"genre_scores_gemma":[0.9480211,0.02509584,0.0002808765,0.003737227,0.006923533,0.0001885435,0.00008162708,0.00007735746,0.01559391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652063,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783040764","doi":"10.5817/soc2007-4-23","title":"Jiný pohled na etnicitu jako na biologický koncept: Posun antropolgie za koncept rasy","year":2007,"lang":"cs","type":"article","venue":"Sociální studia / Social Studies","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Theology; Physics; Philosophy","authors":[{"name":"Michael Billinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03017675437132297,"gpt":0.3355389788284502,"spread":0.3053622244571272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.002134149,0.001461616,0.002035556,0.0000943718,0.004508079,0.0001424723,0.001039469,0.001875639,0.00007899008],"category_scores_gemma":[0.0009940712,0.001427491,0.001675124,0.0006751032,0.00500595,0.00002486911,0.001621909,0.00103106,0.000140604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006855441,"about_ca_system_score_gemma":0.0006956871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002033349,"about_ca_topic_score_gemma":0.0005588177,"domain_scores_codex":[0.9921784,0.0006456972,0.001516926,0.002060977,0.0009634086,0.002634624],"domain_scores_gemma":[0.9962752,0.0003631484,0.0009490376,0.0008183252,0.001196412,0.0003978187],"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":[0.002041371,0.004887063,0.1474716,0.001008512,0.04192093,0.0004126417,0.2215509,0.00004305164,0.1789227,0.009670273,0.3272569,0.06481407],"study_design_scores_gemma":[0.01208721,0.004331402,0.1091076,0.000215007,0.002690226,0.000036442,0.6016293,0.00001276193,0.03742615,0.002273783,0.2237353,0.006454797],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7773209,0.1973195,0.0006307512,0.003152423,0.005500714,0.001617821,0.0004046196,0.0001871248,0.01386608],"genre_scores_gemma":[0.9381815,0.04791394,0.0005363313,0.002147418,0.007036604,0.00008232123,0.0001983278,0.0001569315,0.003746624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3800784,"threshold_uncertainty_score":0.9998133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}