{"meta":{"query_hash":"9114fa324f50","filters":{"venue":"Computational science, engineering and technology series"},"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/9114fa324f50","api":"https://metacan.xera.ac/api/v1/cohort?venue=Computational+science%2C+engineering+and+technology+series"},"results":[{"id":"W2285680981","doi":"10.4203/csets.27.15","title":"Ontology for Contract Negotiations in an Agent-based Grid Resource Management System","year":2011,"lang":"en","type":"book-chapter","venue":"Computational science, engineering and technology series","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Negotiation; Ontology; Grid; Knowledge management; Computer science; Grid computing; Resource (disambiguation); Business; Multi-agent system; Process management; Distributed computing; Computer network; Artificial intelligence; Political science; Geography","score_opus":0.012547601536457556,"score_gpt":0.21133650372942905,"score_spread":0.1987889021929715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285680981","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008916155,0.00047787366,0.97807723,0.00051945815,0.00096607814,0.0007279872,0.000058942045,0.0011322307,0.017148564],"genre_scores_gemma":[0.8761921,0.000007809742,0.11992312,0.00006878675,0.0001270777,0.00014077073,0.00015593208,0.000039772094,0.00334462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982817,0.000010088834,0.00039779505,0.0006903501,0.00023516668,0.00038488983],"domain_scores_gemma":[0.999039,0.00009591806,0.00017681417,0.00039292718,0.00018067357,0.000114701135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004030624,0.00027822124,0.00035444947,0.0011688274,0.00026106375,0.00015182894,0.0009854245,0.00025092423,0.0000020137336],"category_scores_gemma":[0.000023494364,0.00029317196,0.00004562981,0.0003890106,0.0003290585,0.00026946134,0.00019224088,0.00021612823,0.000006285045],"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":[0.0000046305217,0.0000140048505,0.000071431445,0.00008927758,0.000017923045,0.000023533523,0.000049272432,0.069023035,0.0000049590085,0.92866963,0.00007099179,0.0019612785],"study_design_scores_gemma":[0.00094264705,0.00045218554,0.0021740312,0.00061745,0.000035962006,0.00020724312,0.000063209,0.8228576,0.000022090831,0.040465582,0.13126038,0.00090159714],"about_ca_topic_score_codex":0.000005734985,"about_ca_topic_score_gemma":0.000010387817,"teacher_disagreement_score":0.8882041,"about_ca_system_score_codex":0.00014741354,"about_ca_system_score_gemma":0.00016359922,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null}]}