{"id":"W4414289915","doi":"10.21443/3034-1434-2025-3-3-54-64","title":"Activities of the Maritime Institute of Russian State Hydrometeorological University","year":2025,"lang":"en","type":"article","venue":"Arctic and Innovations","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Defense; Saint Petersburg State University; Alberta Agricultural Research Institute","keywords":"Hydrometeorology; State (computer science); Curriculum; Christian ministry; Research center; Dictatorship","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002103828,0.0004776146,0.0003581967,0.003303813,0.002827907,0.004983636,0.0008868073,0.00110282,0.01700169],"category_scores_gemma":[0.002713644,0.0003188298,0.0004300579,0.00345261,0.001364314,0.003125149,0.004141828,0.001382393,0.01050136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002782072,"about_ca_system_score_gemma":0.008536607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003494103,"about_ca_topic_score_gemma":0.003943554,"domain_scores_codex":[0.9981052,0.0004562161,0.0001437408,0.0002790653,0.0006609811,0.0003548088],"domain_scores_gemma":[0.9979957,0.0002002551,0.0002433728,0.0001413344,0.0005821851,0.0008370263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005843875,0.0001112618,0.01649819,0.001241804,0.00002532376,0.0005071592,0.004573893,0.0004032912,0.001415344,0.09559657,0.4039422,0.4756265],"study_design_scores_gemma":[0.000001121198,0.000008637915,0.005311041,0.0001741671,0.00000425331,0.0001432268,0.0004094517,0.00003474466,0.0001394146,0.0006498111,0.9931175,0.00000660982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03775406,0.2634209,0.01015902,0.06317525,0.02232967,0.0002371475,0.001729736,0.001171147,0.600023],"genre_scores_gemma":[0.3192143,0.2407175,0.01452045,0.008155834,0.01526453,0.0003680323,0.004334522,0.000647474,0.3967773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01700169,"threshold_uncertainty_score":0.0568763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399569536467079,"score_gpt":0.1968679012466909,"score_spread":0.1828722058820201,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}