{"id":"W7024541710","doi":"","title":"To stay or not to stay? A model to test decision making of Mysis diluviana to vertically migrate","year":2020,"lang":"en","type":"article","venue":"ScholarWorks -A service of University of Vermont Libraries (University of Vermont)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pelagic zone; Diel vertical migration; Benthic zone; Predation; Population; Mysidacea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002676365,0.0002953665,0.0007331233,0.0003051841,0.0003981579,0.00002221271,0.001701629,0.0001828182,0.0008637616],"category_scores_gemma":[0.0002894166,0.0003655974,0.0001767899,0.001920875,0.0002133108,0.001322432,0.003866459,0.0002365778,0.0001286371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797475,"about_ca_system_score_gemma":0.00008343637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009702899,"about_ca_topic_score_gemma":0.01812085,"domain_scores_codex":[0.9978046,0.00008861426,0.0003186714,0.0006915381,0.000644089,0.0004525014],"domain_scores_gemma":[0.9982723,0.0002993803,0.0002508413,0.0005597905,0.0001448815,0.0004727816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0797557,0.003122309,0.1505992,0.001190235,0.001741796,0.0006241726,0.1625405,0.3622613,0.03713262,0.00274972,0.1808504,0.01743204],"study_design_scores_gemma":[0.003291951,0.004321803,0.9135011,0.0007610856,0.0007257182,0.000001256576,0.04667495,0.01710397,0.001758515,0.0003648948,0.01029353,0.001201188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543589,0.00001155101,0.02995118,0.01211246,0.00004246903,0.0007335424,0.0001850242,0.00005630673,0.002548554],"genre_scores_gemma":[0.9233965,0.00003193559,0.07219612,0.003819539,0.000007081192,2.429239e-7,0.000006729796,0.00001864614,0.0005232032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7629019,"threshold_uncertainty_score":0.9998796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904235859091401,"score_gpt":0.2036138594628296,"score_spread":0.1845715008719156,"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."}}