{"meta":{"query_hash":"ee84e594ac8e","filters":{"venue":"Dagstuhl Seminar Proceedings"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ee84e594ac8e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Dagstuhl+Seminar+Proceedings"},"results":[{"id":"W2406568832","doi":"","title":"08421 Working Group: Classification, Representation and Modeling.","year":2009,"lang":"en","type":"article","venue":"Dagstuhl Seminar Proceedings","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Representation (politics); Computer science; Implementation; Group (periodic table); Class (philosophy); Theoretical computer science; Artificial intelligence; Software engineering","score_opus":0.06040384132707119,"score_gpt":0.2911158123040412,"score_spread":0.23071197097697002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406568832","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005677943,0.01827781,0.7882815,0.05679534,0.012747483,0.0036000141,0.011361698,0.0073725646,0.09588561],"genre_scores_gemma":[0.028913703,0.019184086,0.62990886,0.01603122,0.01705137,0.010640117,0.108447425,0.010795364,0.15902776],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9656753,0.01680251,0.004414362,0.0038257244,0.007248548,0.0020334888],"domain_scores_gemma":[0.9296375,0.027527636,0.0030368487,0.016052771,0.018084202,0.005661074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.057560656,0.0046292325,0.004400278,0.010122401,0.00486963,0.016217275,0.011043815,0.0144558735,0.037670124],"category_scores_gemma":[0.06228984,0.0017401692,0.004231184,0.008658402,0.0043289713,0.019488696,0.01191816,0.010390398,0.045930777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042900952,0.00046665684,0.0018498134,0.0017934393,0.00019283513,0.00023241797,0.0011138065,0.0036774918,0.0026175664,0.21548156,0.48588058,0.28626472],"study_design_scores_gemma":[0.00011727157,0.00018391717,0.001079198,0.0011438087,0.00015003527,0.00034902312,0.00065456727,0.009900963,0.0035564285,0.10380068,0.87894124,0.00012282949],"about_ca_topic_score_codex":0.010518069,"about_ca_topic_score_gemma":0.004944705,"teacher_disagreement_score":0.057560656,"about_ca_system_score_codex":0.005503104,"about_ca_system_score_gemma":0.016599925,"threshold_uncertainty_score":0.30441344},"labels":[],"label_agreement":null},{"id":"W2468139380","doi":"","title":"Stabilizing Consensus with the Power of Two Choices","year":2010,"lang":"en","type":"article","venue":"Dagstuhl Seminar Proceedings","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Adversarial system; Bounded function; Commit; Adversary; Consensus; Uniform consensus; Value (mathematics); Point (geometry); Simple (philosophy); Computer science; Upper and lower bounds; Discrete mathematics; State (computer science); Combinatorics; Binary logarithm; Mathematics; Mathematical economics; Multi-agent system; Algorithm; Artificial intelligence; Computer security; Statistics","score_opus":0.008231374927955223,"score_gpt":0.241416463779167,"score_spread":0.23318508885121178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468139380","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04765029,0.0005460007,0.9279261,0.001997203,0.00017768555,0.00013669292,0.00014412338,0.00056822813,0.020853586],"genre_scores_gemma":[0.8326928,0.0004465639,0.14780872,0.0006043305,0.00022161704,0.00040335895,0.00024415378,0.00024199493,0.017336449],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99147475,0.0030990394,0.00052975625,0.001826139,0.0022357942,0.00083461276],"domain_scores_gemma":[0.971753,0.01956666,0.0013741883,0.0047043604,0.0014525483,0.0011492432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067752427,0.0010146744,0.0016752811,0.0011822494,0.001634331,0.0033105623,0.0021626987,0.0025045006,0.0063090795],"category_scores_gemma":[0.02918198,0.0008456369,0.0014137587,0.0010962485,0.0054196725,0.0060772686,0.006300548,0.0038278277,0.0014392355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007004168,0.00009682806,0.00085946923,0.00021337296,0.0001461352,0.00061572465,0.0007858575,0.14665051,0.0043081976,0.81335026,0.0031955454,0.029077757],"study_design_scores_gemma":[0.00014709152,0.000056135024,0.0000697973,0.000033821852,0.000031219213,0.00007954692,0.00007255972,0.3252959,0.0012157233,0.6695413,0.0034207306,0.000036154153],"about_ca_topic_score_codex":0.0007983384,"about_ca_topic_score_gemma":0.0008435389,"teacher_disagreement_score":0.0067752427,"about_ca_system_score_codex":0.0014677995,"about_ca_system_score_gemma":0.0014994394,"threshold_uncertainty_score":0.035831332},"labels":[],"label_agreement":null}]}