{"meta":{"query_hash":"bef60b054d82","filters":{"venue":"WOA"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/bef60b054d82","api":"https://metacan.xera.ac/api/v1/cohort?venue=WOA"},"results":[{"id":"W11459396","doi":"10.1016/s0277-9536(00)00348-8","title":"Towards a Flexible Development Framework for Multi-Agent Systems.","year":2010,"lang":"en","type":"article","venue":"WOA","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Public Health Service","keywords":"Computer science; Distributed computing; Realization (probability); Set (abstract data type); Protocol (science); Communications protocol; Peer-to-peer; Software; Computer network; Operating system; Programming language","score_opus":0.07040121469593935,"score_gpt":0.3210722025184514,"score_spread":0.25067098782251207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W11459396","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012857536,0.0004715331,0.9914111,0.0016801652,0.00007408929,0.0002553893,0.000045910605,0.00048157902,0.0042945603],"genre_scores_gemma":[0.03141715,0.00052316097,0.9634897,0.00020296442,0.000056739453,0.0011212364,0.0001626091,0.00016791075,0.0028584588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99400973,0.0037180476,0.0005256185,0.00055231573,0.0009263398,0.00026784666],"domain_scores_gemma":[0.9925735,0.0043456047,0.00042912486,0.0011064674,0.00091092073,0.00063428166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015054799,0.001360128,0.00096700306,0.0017386392,0.0022746508,0.0060057277,0.005433549,0.004079742,0.005028068],"category_scores_gemma":[0.017151387,0.0018608678,0.0026809513,0.0013288998,0.005624384,0.0073518516,0.008717835,0.0050827614,0.001788811],"study_design_candidate":"simulation_or_modeling","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":[0.000030090232,0.0000731253,0.0010542056,0.00042801874,0.00008873191,0.00043166443,0.0025864237,0.07471222,0.00096014387,0.86338705,0.0041279094,0.052120503],"study_design_scores_gemma":[0.00005367956,0.000060674185,0.00017032049,0.0003318355,0.000046527257,0.0002330371,0.0006623596,0.33831024,0.0006212284,0.56694114,0.09252592,0.000042977485],"about_ca_topic_score_codex":0.0055778143,"about_ca_topic_score_gemma":0.0062395497,"teacher_disagreement_score":0.015054799,"about_ca_system_score_codex":0.0023707873,"about_ca_system_score_gemma":0.0042391005,"threshold_uncertainty_score":0.079618275},"labels":[],"label_agreement":null}]}