{"meta":{"query_hash":"01be87204bc7","filters":{"venue":"Science and Information Conference"},"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/01be87204bc7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Science+and+Information+Conference"},"results":[{"id":"W1722184676","doi":"","title":"A novel conformance testing technique for Agent Interaction Protocols","year":2013,"lang":"en","type":"article","venue":"Science and Information Conference","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Conformance testing; Computer science; Test strategy; Process (computing); Multi-agent system; Model-based testing; Software engineering; Interaction protocol; Software testing; Real-time testing; Test case; Software; Software development; Communications protocol; Programming language; Artificial intelligence; Machine learning; Operating system","score_opus":0.08633842520528344,"score_gpt":0.3177662193802053,"score_spread":0.23142779417492182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1722184676","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":[0.004700313,0.00006182679,0.99189717,0.0001029458,0.000033601795,0.00013541317,0.000022645312,0.0018162498,0.0012297971],"genre_scores_gemma":[0.14874718,0.00015519108,0.8478425,0.00018437466,0.00005055133,0.00033757323,0.00020413066,0.0005337447,0.0019446592],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99208623,0.0023089447,0.00059418625,0.001002047,0.0036477286,0.0003609318],"domain_scores_gemma":[0.99121666,0.004705778,0.00066244235,0.0017636496,0.0015150851,0.0001364866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003711343,0.0008870165,0.00060902804,0.0014724791,0.0007716134,0.0011995318,0.0021606723,0.0013779288,0.0024527747],"category_scores_gemma":[0.01741539,0.00049603666,0.0011944597,0.00091686606,0.0015831988,0.0028859398,0.0017169138,0.0027711014,0.00056472665],"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":[0.0003520502,0.00041900954,0.0027339302,0.0005281297,0.0001661818,0.002365347,0.002049866,0.029854326,0.10922294,0.16445348,0.006605819,0.68124896],"study_design_scores_gemma":[0.00021905304,0.0010429632,0.0016212212,0.00032921924,0.00022949761,0.007005416,0.0004124279,0.62379235,0.15507098,0.12841953,0.08168683,0.00017050041],"about_ca_topic_score_codex":0.0011314502,"about_ca_topic_score_gemma":0.0008137321,"teacher_disagreement_score":0.003711343,"about_ca_system_score_codex":0.00051622133,"about_ca_system_score_gemma":0.0010392056,"threshold_uncertainty_score":0.01962769},"labels":[],"label_agreement":null}]}