{"meta":{"query_hash":"fcf7b5286660","filters":{"venue":"Equation-Based Object-Oriented Modeling Languages and Tools"},"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/fcf7b5286660","api":"https://metacan.xera.ac/api/v1/cohort?venue=Equation-Based+Object-Oriented+Modeling+Languages+and+Tools"},"results":[{"id":"W2187704572","doi":"","title":"AdvancingModel-Based Design by Modeling Approximations of Computational Semantics","year":2011,"lang":"en","type":"article","venue":"Equation-Based Object-Oriented Modeling Languages and Tools","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Programming language; Executable; Modeling language; Correctness; Model-driven architecture; Rotation formalisms in three dimensions; Unified Modeling Language; Software engineering; Software; Theoretical computer science","score_opus":0.06228885055833748,"score_gpt":0.28063400732007154,"score_spread":0.21834515676173405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187704572","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":[0.0018678535,0.0002873479,0.9945739,0.00032198508,0.000035138324,0.000038549486,0.000028389364,0.00018465129,0.002662224],"genre_scores_gemma":[0.10314838,0.002111626,0.8906199,0.00016656939,0.00009156718,0.00040528373,0.00020560317,0.00024149645,0.0030095319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976794,0.0011014636,0.0001532949,0.00018307618,0.00077605434,0.00010670798],"domain_scores_gemma":[0.99678963,0.0017914546,0.00021898824,0.00074371864,0.00037449916,0.00008159303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040989206,0.001319827,0.0012198183,0.0013412487,0.0007744288,0.003615642,0.0031957123,0.0017895483,0.0031076134],"category_scores_gemma":[0.008363312,0.0011698306,0.0021861796,0.0010027254,0.0038437324,0.0050586183,0.0030804717,0.0036160853,0.00092835433],"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":[0.000025304744,0.000029458452,0.0002844249,0.00015937576,0.000037425387,0.00007911109,0.00032765188,0.31225222,0.0010171321,0.67248696,0.0005503579,0.012750604],"study_design_scores_gemma":[0.0000257142,0.000027827686,0.000042665964,0.0000818221,0.000029292192,0.0000408688,0.000060031838,0.6563084,0.0009763533,0.32155874,0.020828415,0.000019856187],"about_ca_topic_score_codex":0.0047409814,"about_ca_topic_score_gemma":0.005421595,"teacher_disagreement_score":0.0047409814,"about_ca_system_score_codex":0.002323442,"about_ca_system_score_gemma":0.0030099954,"threshold_uncertainty_score":0.021677434},"labels":[],"label_agreement":null}]}