{"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":"6636704a28f6","filters":{"venue":"SWS International Scientific Conference on Arts and Humanities"}},"results":[{"id":"W4226136171","doi":"10.35603/sws.iscah.f2021/s06.11","title":"MILLENNIAL REPRESENTATIONS OF MEDIEVAL RELIGIOUS SCHISM IN WESTERN MEDIA: An Iconographic Analysis of Dante�s Inferno 28 and the Twenty-First Century Films Dracula Untold and Kingdom of Heaven","year":2021,"lang":"en","type":"article","venue":"SWS International Scientific Conference on Arts and Humanities","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Schism; Heaven; Christianity; Iconography; Dracula; Coronation; Middle Ages; Islam; Literature; Syncretism (linguistics); Emperor; History; Philosophy; Art; Politics; Ancient history; Religious studies; Art history; Theology; Law","authors":[{"name":"Nafiseh Shajani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06235629917348548,"gpt":0.2898418666507719,"spread":0.2274855674772865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004869134,0.0001294733,0.0003453304,0.0006116692,0.0002751425,0.0004735164,0.0002589076,0.00003604005,0.0002239723],"category_scores_gemma":[0.0001330054,0.000100784,0.00008121741,0.0001288421,0.002911232,0.0003132666,0.0001837448,0.0001194183,4.677926e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001088391,"about_ca_system_score_gemma":0.000061657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495475,"about_ca_topic_score_gemma":0.0532781,"domain_scores_codex":[0.998494,0.0001045115,0.0005608827,0.0002877314,0.0004348436,0.0001180725],"domain_scores_gemma":[0.9983992,0.0003815797,0.0003230272,0.0003285434,0.0005220763,0.0000455885],"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":[0.00007495084,0.0001334616,0.007116991,0.00004180716,0.0002056056,0.000002022225,0.1122305,0.00001447638,0.0001081646,0.8795063,0.00009104572,0.0004746745],"study_design_scores_gemma":[0.01358823,0.0009245091,0.2737486,0.003765834,0.002582701,0.00004483305,0.1792832,0.02817092,0.002117913,0.4333327,0.06041675,0.002023882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974022,0.0009651864,0.000005825855,0.0006519123,0.000429062,0.0001503746,0.0002270678,0.000009800931,0.02353873],"genre_scores_gemma":[0.9971704,0.002095425,0.00002298543,0.00004569378,0.00004182475,0.00001324593,0.0002455997,0.000006394168,0.000358446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4461736,"threshold_uncertainty_score":0.9998023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390873259","doi":"10.35603/sws.iscah.2023/s11.13","title":"GENDERED COMMUNICATION AND MANIPULATION: A COMPARATIVE ANALYSIS OF FEMALE SPEECH IN THE ADVERTISING INDUSTRY","year":2023,"lang":"en","type":"article","venue":"SWS International Scientific Conference on Arts and Humanities","topic":"Media, Gender, and Advertising","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":"Appeal; Appeal to emotion; Narrative; Advertising; Qualitative analysis; Qualitative research; Psychology; Content analysis; Public relations; Sociology; Political science; Linguistics; Business; Social science","authors":[{"name":"Elena N. Malyuga","is_ca":false},{"name":"Anna A. Khaperstkova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3139877839063304,"gpt":0.4079090156087631,"spread":0.09392123170243277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009333537,0.00006174844,0.0001206198,0.0003994569,0.0006250986,0.0004228399,0.0002177868,0.00004392644,0.0003645357],"category_scores_gemma":[0.00005260864,0.00005132236,0.00002743945,0.0004128253,0.000656539,0.000202215,0.00005356545,0.0001243998,0.000003563832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003025882,"about_ca_system_score_gemma":0.00005321767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008616879,"about_ca_topic_score_gemma":0.01658995,"domain_scores_codex":[0.9989654,0.0001309625,0.0001896378,0.0001715158,0.0004221273,0.00012036],"domain_scores_gemma":[0.9994518,0.0001701821,0.0000935084,0.0001242545,0.0001341922,0.00002608958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008100528,0.00003378259,0.01255588,0.000006320072,0.00006606744,0.000002336085,0.380793,0.00007841636,0.00008883268,0.6021114,0.0003109921,0.003944914],"study_design_scores_gemma":[0.0002673004,0.00002275093,0.3610003,0.0001343645,0.00007001752,0.00000101184,0.5949912,0.01148094,0.0000739757,0.01942505,0.01235947,0.0001736357],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948682,0.00005850592,0.00001418472,0.0009303726,0.0001944871,0.0001043827,0.00001371406,0.00001379204,0.1038024],"genre_scores_gemma":[0.9953355,0.00009484127,0.00003038864,0.00007689325,0.00003472982,0.000006213701,0.00005395656,0.00000153182,0.004365982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5826863,"threshold_uncertainty_score":0.9257579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389992709","doi":"10.35603/sws.iscah.2023/s15.13","title":"GENDERED COMMUNICATION AND MANIPULATION: A COMPARATIVE ANALYSIS OF FEMALE SPEECH IN THE ADVERTISING INDUSTRY","year":2023,"lang":"en","type":"article","venue":"SWS International Scientific Conference on Arts and Humanities","topic":"Media, Gender, and Advertising","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":"Appeal; Narrative; Qualitative analysis; Appeal to emotion; Advertising; Qualitative research; Psychology; Content analysis; Public relations; Sociology; Linguistics; Political science; Business; Social science","authors":[{"name":"Elena N. Malyuga","is_ca":false},{"name":"Anna A. Khaperstkova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3139877839063304,"gpt":0.4079090156087631,"spread":0.09392123170243277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009333537,0.00006174844,0.0001206198,0.0003994569,0.0006250986,0.0004228399,0.0002177868,0.00004392644,0.0003645357],"category_scores_gemma":[0.00005260864,0.00005132236,0.00002743945,0.0004128253,0.000656539,0.000202215,0.00005356545,0.0001243998,0.000003563832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003025882,"about_ca_system_score_gemma":0.00005321767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008616879,"about_ca_topic_score_gemma":0.01658995,"domain_scores_codex":[0.9989654,0.0001309625,0.0001896378,0.0001715158,0.0004221273,0.00012036],"domain_scores_gemma":[0.9994518,0.0001701821,0.0000935084,0.0001242545,0.0001341922,0.00002608958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008100528,0.00003378259,0.01255588,0.000006320072,0.00006606744,0.000002336085,0.380793,0.00007841636,0.00008883268,0.6021114,0.0003109921,0.003944914],"study_design_scores_gemma":[0.0002673004,0.00002275093,0.3610003,0.0001343645,0.00007001752,0.00000101184,0.5949912,0.01148094,0.0000739757,0.01942505,0.01235947,0.0001736357],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948682,0.00005850592,0.00001418472,0.0009303726,0.0001944871,0.0001043827,0.00001371406,0.00001379204,0.1038024],"genre_scores_gemma":[0.9953355,0.00009484127,0.00003038864,0.00007689325,0.00003472982,0.000006213701,0.00005395656,0.00000153182,0.004365982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5826863,"threshold_uncertainty_score":0.9257579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}