{"meta":{"query_hash":"0d2e5b9d037d","filters":{"venue":"Modeling Control and Information Technologies"},"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/0d2e5b9d037d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Modeling+Control+and+Information+Technologies"},"results":[{"id":"W4405275637","doi":"10.31713/mcit.2024.001","title":"Intelligent Information System for Monitoring the Quality of Drinking Water","year":2024,"lang":"en","type":"article","venue":"Modeling Control and Information Technologies","topic":"Water Quality Monitoring and Analysis","field":"Environmental 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":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Water quality; Quality (philosophy); Environmental science; Computer science; Biology","score_opus":0.02540129052321568,"score_gpt":0.25843700286871196,"score_spread":0.23303571234549628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405275637","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48092157,0.00010566763,0.51696074,0.0009839585,0.00020539414,0.00022020354,0.000008754564,0.00046015347,0.00013359035],"genre_scores_gemma":[0.9993896,0.000033724013,0.00047897123,0.000009215542,0.000016300595,0.000057205783,0.000006433635,0.000002217118,0.00000631976],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911463,0.000015690046,0.00048955705,0.000064810025,0.00017937738,0.00013591227],"domain_scores_gemma":[0.99969447,0.00005085299,0.00006848692,0.00014478664,0.000031104013,0.000010279558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008264759,0.0000821731,0.0001268178,0.00009057664,0.00015982376,0.00016479382,0.00014624302,0.0000679732,0.0000012376772],"category_scores_gemma":[0.00006305232,0.000044665765,0.0000610529,0.00009515904,0.000058866062,0.0016883214,0.00008608233,0.000085035754,0.000021785052],"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":[0.0001036128,0.000012585026,0.004443132,0.0014523828,0.00019922764,1.5918842e-7,0.016336704,0.36644214,0.014775258,0.0137751,0.00007026236,0.5823894],"study_design_scores_gemma":[0.00021228926,0.000028129722,0.000104403975,0.000108776505,0.000035101642,0.000001063997,0.01060706,0.9218091,0.063135594,0.0013982079,0.0024393818,0.00012092993],"about_ca_topic_score_codex":0.00015508485,"about_ca_topic_score_gemma":3.415115e-7,"teacher_disagreement_score":0.58226854,"about_ca_system_score_codex":0.00006289409,"about_ca_system_score_gemma":0.000002965506,"threshold_uncertainty_score":0.1821417},"labels":[],"label_agreement":null}]}