{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000566088,0.0006379252,0.0008471439,0.0004725769,0.0007256078,0.001164832,0.001543288,0.001858767,0.01072827],"category_scores_gemma":[0.002094373,0.0003713936,0.0009362538,0.0003856538,0.0006138542,0.0006427373,0.0009175066,0.001377926,0.0006518293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308653,"about_ca_system_score_gemma":0.002110411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06158526,"about_ca_topic_score_gemma":0.04870407,"domain_scores_codex":[0.9997799,0.00006201152,0.00000678864,0.00004800116,0.00001346232,0.00008984053],"domain_scores_gemma":[0.9981571,0.001285726,0.0001844304,0.00002852407,0.0001433847,0.0002008245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002520889,0.0001590672,0.01081958,0.00005896268,0.00006132505,0.0001918289,0.00008876183,0.9786848,0.0005478524,0.006042289,0.001285051,0.001808263],"study_design_scores_gemma":[0.00008470775,0.00007163211,0.001490058,0.00000902514,0.00002777281,0.00001576123,0.00007940848,0.996686,0.00006274496,0.001097837,0.0003625783,0.00001243761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639568,0.000179743,0.01268436,0.001514425,0.00007107499,0.0001228247,0.00248226,0.0001150446,0.01887335],"genre_scores_gemma":[0.9830589,0.00009382488,0.004803774,0.0002134311,0.00002069364,0.0002227488,0.0007970206,0.00001742837,0.01077205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06158526,"threshold_uncertainty_score":0.1224536,"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."}}