{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"24b494a00d6d","filters":{"venue":"Ars Aeterna"}},"results":[{"id":"W3181428127","doi":"10.2478/aa-2021-0004","title":"A postcolonial feminist dystopia: Margaret Atwood’s<i>The Handmaid’s Tale</i>","year":2021,"lang":"en","type":"article","venue":"Ars Aeterna","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dystopia; Narrative; Literature; Postcolonialism (international relations); Criticism; Subaltern; Identity (music); Colonialism; Interpretation (philosophy); Agency (philosophy); Literary criticism; History; Sociology; Aesthetics; Gender studies; Philosophy; Art; Law; Politics","authors":[{"name":"Adam Briedik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01932669588743589,"gpt":0.2243575059103215,"spread":0.2050308100228856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001276675,0.0002097941,0.0002215494,0.0000371692,0.0007130061,0.0003940981,0.0002395526,0.00006940385,0.003221805],"category_scores_gemma":[0.00004274346,0.0001598915,0.0001944759,0.00005369482,0.0002662494,0.0001620819,0.00009580865,0.0002210638,0.0003694626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006376208,"about_ca_system_score_gemma":0.00006461594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003635907,"about_ca_topic_score_gemma":0.004459628,"domain_scores_codex":[0.9986508,0.00009609701,0.0002960644,0.0003375685,0.0002775328,0.0003418622],"domain_scores_gemma":[0.9991996,0.00008788078,0.0001123072,0.0004011364,0.0001339612,0.00006516452],"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":[0.00003383666,0.00006892556,0.001569125,0.00001735478,0.000066733,0.0001354014,0.009590589,0.000001657427,0.000311502,0.9819283,0.005198985,0.001077545],"study_design_scores_gemma":[0.0006285699,0.0001046678,0.002563499,0.00004352399,0.00004629735,0.00006989334,0.0003347694,0.00005499081,0.0004709355,0.002738098,0.9927154,0.0002294049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.762742,0.00008213324,0.00003620449,0.002985561,0.002536596,0.0002175202,0.00009477036,0.0001026899,0.2312025],"genre_scores_gemma":[0.5289098,0.00003076497,0.0000427582,0.001770512,0.001132419,0.0000269269,0.00003847326,0.0000253813,0.468023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9875163,"threshold_uncertainty_score":0.9976894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312058281","doi":"10.2478/aa-2022-0009","title":"Forging a space for dialogue and negotiation in modern picture books by Melanie Florence","year":2022,"lang":"en","type":"article","venue":"Ars Aeterna","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multitude; Negotiation; Indigenous; Space (punctuation); Unison; Dualism; Voice; Sociology; Identity (music); Media studies; History; Gender studies; Aesthetics; Political science; Linguistics; Art; Law; Social science; Epistemology; Philosophy","authors":[{"name":"Susana Amante","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01123578212381075,"gpt":0.207000739384487,"spread":0.1957649572606763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001003009,0.00009223273,0.000123715,0.00007532013,0.0002190962,0.0001202593,0.0001194461,0.00001781448,0.0001413475],"category_scores_gemma":[0.00001340044,0.00008730213,0.0000465122,0.00002379236,0.00003547655,0.0001520004,0.00007186536,0.0001205983,7.904302e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003743098,"about_ca_system_score_gemma":0.000006893982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001871507,"about_ca_topic_score_gemma":0.0006106368,"domain_scores_codex":[0.9993959,0.00002738617,0.000126269,0.0001874682,0.0001096108,0.0001533745],"domain_scores_gemma":[0.9997124,0.00005879112,0.00006321785,0.0001255618,0.00001738128,0.00002263304],"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":[0.0002150259,0.000147078,0.005438842,0.0001181735,0.0002394123,0.00002992595,0.5186846,0.001134364,0.003773934,0.4017045,0.03766434,0.03084971],"study_design_scores_gemma":[0.001961435,0.0003552193,0.0003695603,0.00005869678,0.0001572237,0.00001143695,0.0094894,0.03938363,0.0006129125,0.170251,0.7765936,0.0007558698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855704,0.002267127,0.002003657,0.0009822396,0.0006103123,0.0003994544,0.0004155549,0.00006505512,0.007686256],"genre_scores_gemma":[0.9955485,0.000009806196,0.000155035,0.000534665,0.0001332317,0.00007835338,0.00008909934,0.00001497702,0.003436262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7389293,"threshold_uncertainty_score":0.3560078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}