{"id":"W1750429897","doi":"","title":"STATUS OF LAKE WHITEFISH (COREGONUS CLUPEAFORMIS) IN LAKE CHAMPLAIN, 2006-2010","year":2011,"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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lake Champlain Sea Grant, University of Vermont; U.S. Fish and Wildlife Service; National Oceanic and Atmospheric Administration","keywords":"Coregonus clupeaformis; Fecundity; Coregonus; Fishery; Otolith; Ichthyoplankton; Biology; Range (aeronautics); Bay; Population; Abundance (ecology); Ecology; Environmental science; Geography; Oceanography; Fish <Actinopterygii>; Geology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003582849,0.0002716369,0.0006961612,0.0003176155,0.0002935923,0.000006846561,0.001188757,0.0003180409,0.004153199],"category_scores_gemma":[0.00004154113,0.0003664792,0.0001927038,0.0009738331,0.001142666,0.002400746,0.001618941,0.0003958807,0.00003211309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000853272,"about_ca_system_score_gemma":0.00007373835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007105153,"about_ca_topic_score_gemma":0.3789533,"domain_scores_codex":[0.9981129,0.000154132,0.0003231917,0.0004648901,0.000401074,0.00054385],"domain_scores_gemma":[0.9983931,0.0001137983,0.0006513171,0.000569766,0.00009720181,0.0001747949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00314934,0.001067783,0.9552581,0.0004203728,0.0003869447,0.0001785284,0.02105939,0.0005220393,0.0003053273,0.001953899,0.01393149,0.001766769],"study_design_scores_gemma":[0.002293908,0.0003194133,0.9657241,0.0001296292,0.0001558083,0.000001729692,0.01828634,0.0001618018,0.0001405092,0.0005895701,0.01188591,0.0003112682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293198,0.0001235032,0.0002853886,0.0004081178,0.0001367815,0.0003940686,0.0002882129,0.00004785486,0.0689963],"genre_scores_gemma":[0.9920985,0.0009803727,0.004882681,0.0001620368,0.000006884318,1.484755e-7,0.00007516385,0.00001855422,0.001775624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3718481,"threshold_uncertainty_score":0.9998787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678292766231346,"score_gpt":0.1631936634688725,"score_spread":0.146410735806559,"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."}}