{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"b726530b6381","filters":{"venue":"Hochschulschriftenserver der Universität Trier (Universität Trier)"}},"results":[{"id":"W2283811889","doi":"","title":"Canada: Managing Differences at Home and Abroad: Festvortrag anlässlich der Zeugnisübergabe der Internationalen Rechtsstudien 2003","year":2003,"lang":"de","type":"article","venue":"Hochschulschriftenserver der Universität Trier (Universität Trier)","topic":"Conflict of Laws and Jurisdiction","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":"Business","authors":[{"name":"Marie Bernard-Meunier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01541750732139083,"gpt":0.2211905078859673,"spread":0.2057730005645765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009888462,0.00120128,0.001325255,0.0009304273,0.004604634,0.0004326182,0.001237662,0.0008456928,0.003401547],"category_scores_gemma":[0.0002376496,0.00142056,0.0004003268,0.003197957,0.00117935,0.004856557,0.0007674791,0.001091001,0.0001678292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543939,"about_ca_system_score_gemma":0.003812634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2591674,"about_ca_topic_score_gemma":0.4200654,"domain_scores_codex":[0.9920453,0.001119563,0.0008098485,0.002007206,0.002047934,0.001970137],"domain_scores_gemma":[0.994956,0.0005441937,0.0007511767,0.0009049323,0.00144153,0.001402183],"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":[0.003478534,0.001462883,0.168925,0.0007655821,0.02132376,0.009117084,0.08259463,0.0001797199,0.0002572828,0.3910425,0.30894,0.01191295],"study_design_scores_gemma":[0.005900043,0.0002583908,0.04438362,0.0002785959,0.003317971,0.0000690259,0.01947162,0.0003205481,0.00007402706,0.0007925078,0.9230267,0.002106918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8055453,0.04200334,0.002145888,0.02267901,0.00868916,0.002934034,0.0007248236,0.000515165,0.1147633],"genre_scores_gemma":[0.8896406,0.01130964,0.0004473019,0.00138886,0.0004475711,0.000006466944,0.000123981,0.0001181709,0.09651736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6140867,"threshold_uncertainty_score":0.9988244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926425360","doi":"10.25353/ubtr-xxxx-1261-1aef/","title":"Einsatz einer lokal adaptiven Klassifikationsstrategie zur satellitengestützten Waldinventur in einem heterogenen Mittelgebirgsraum","year":2009,"lang":"de","type":"article","venue":"Hochschulschriftenserver der Universität Trier (Universität Trier)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","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":"Context (archaeology); Epicardial adipose tissue; Western europe","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02251395989211841,"gpt":0.2265477702761722,"spread":0.2040338103840537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001002351,0.002027021,0.002481745,0.002765299,0.001086593,0.0003757024,0.00175184,0.001908154,0.002289309],"category_scores_gemma":[0.0002598269,0.002142712,0.001389598,0.004838785,0.0007479124,0.006107377,0.000497782,0.002676007,0.001530078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552916,"about_ca_system_score_gemma":0.001528506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008258962,"about_ca_topic_score_gemma":0.0003148387,"domain_scores_codex":[0.9901389,0.0009558985,0.001513185,0.003041691,0.001550599,0.002799704],"domain_scores_gemma":[0.9938125,0.0003704937,0.0008926549,0.002107031,0.001194613,0.00162268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07717529,0.02100856,0.02716941,0.00376377,0.03537872,0.1074343,0.03358207,0.002251241,0.1913355,0.127863,0.1891684,0.1838698],"study_design_scores_gemma":[0.05212941,0.006707206,0.07327021,0.004100616,0.01852549,0.0004764542,0.0191097,0.003380105,0.0297013,0.002518076,0.7806794,0.009402033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8372174,0.09527197,0.0006049331,0.04365688,0.003783181,0.004873744,0.0008362761,0.0008029065,0.01295273],"genre_scores_gemma":[0.9647096,0.0121905,0.001236418,0.002681807,0.001590878,0.000001948558,0.0007222571,0.00019386,0.01667272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5915111,"threshold_uncertainty_score":0.9996248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990598509","doi":"","title":"Disguise and Masquerade in Canadian Literature: The Works of Frederick Philip Grove and Robert Kroetsch","year":2002,"lang":"en","type":"dissertation","venue":"Hochschulschriftenserver der Universität Trier (Universität Trier)","topic":"Short Stories in Global Literature","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":"Motif (music); Narrative; German; Immigration; Contextualization; Multiculturalism; Comparative literature; German literature; The Renaissance; Poetry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007107638549670581,"gpt":0.1788646267279824,"spread":0.1717569881783118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002903577,0.0009376951,0.001051205,0.001336392,0.001171358,0.0006119286,0.0008975234,0.0009824804,0.002767102],"category_scores_gemma":[0.0001014307,0.0008955791,0.0003176084,0.0009639091,0.0007663795,0.003803498,0.0002072784,0.001678929,0.00001236565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004339675,"about_ca_system_score_gemma":0.0004496453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04783232,"about_ca_topic_score_gemma":0.3048986,"domain_scores_codex":[0.9964371,0.0002681751,0.0005547607,0.001110519,0.0006028137,0.00102665],"domain_scores_gemma":[0.9972084,0.0002726286,0.0004290809,0.0008845676,0.0005854509,0.0006199238],"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":[0.001956073,0.0002571748,0.00303102,0.0009448971,0.0015999,0.002970217,0.2915595,0.0000194096,0.00002835583,0.6348003,0.05714265,0.005690488],"study_design_scores_gemma":[0.003082751,0.0001704199,0.00338222,0.00146751,0.00111106,0.00006971635,0.05718427,0.0001588283,0.00002058434,0.001517601,0.9304155,0.001419516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2496746,0.1217787,0.00001516054,0.003348337,0.005002914,0.003190432,0.002743557,0.000249357,0.6139969],"genre_scores_gemma":[0.8841602,0.004730208,0.0001123706,0.0006194532,0.0004639937,0.00001035086,0.001836135,0.0001403914,0.1079269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8732729,"threshold_uncertainty_score":0.9993495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7028953180","doi":"","title":"The Green Dimension in Canadian Poetry. A Bibliographical Guide for Study and Research","year":2004,"lang":"en","type":"other","venue":"Hochschulschriftenserver der Universität Trier (Universität Trier)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dimension (graph theory); Term (time); Calculus (dental); Field (mathematics); Human Dimension","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02624757305090744,"gpt":0.2774712080126587,"spread":0.2512236349617513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.002252248,0.000768671,0.000872276,0.016078,0.002112916,0.0004157205,0.004606632,0.00108277,0.00005008752],"category_scores_gemma":[0.0002507498,0.000764035,0.0003085732,0.01073269,0.001117616,0.001733821,0.001862219,0.001627705,0.00005610499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160418,"about_ca_system_score_gemma":0.002400221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2689046,"about_ca_topic_score_gemma":0.5098883,"domain_scores_codex":[0.9937798,0.0006466074,0.0004722119,0.001886568,0.001203709,0.00201107],"domain_scores_gemma":[0.9951717,0.0008139822,0.000306861,0.002363325,0.0005415072,0.0008026206],"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":[0.0004180533,0.0005281892,0.004040927,0.0001944587,0.001267939,0.004992556,0.005640856,0.00003605811,0.00001897771,0.1820429,0.7843591,0.01645995],"study_design_scores_gemma":[0.004893641,0.0007257538,0.002297291,0.0002927674,0.000153672,0.0000422877,0.003177232,0.0007918117,0.000004252642,0.003676704,0.9829667,0.0009778969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06214576,0.07973001,0.09794372,0.1230737,0.009565992,0.0481925,0.0007990986,0.01341182,0.5651374],"genre_scores_gemma":[0.301114,0.003204128,0.027957,0.0007787262,0.0004353404,0.0000891318,0.00008235721,0.001165619,0.6651738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2409837,"threshold_uncertainty_score":0.9994811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}