{"id":"W2095747424","doi":"10.1139/f07-093","title":"Overwintering habitat use of shortnose sturgeon (<i>Acipenser brevirostrum</i>): defining critical habitat using a novel underwater video survey and modeling approach","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds en Fiducie pour la Faune du Nouveau-Brunswick; Natural Sciences and Engineering Research Council of Canada; U.S. Fish and Wildlife Service; Government of Canada","keywords":"Acipenser; Overwintering; Lake sturgeon; Habitat; Sturgeon; Fishery; Environmental science; Ecology; Geography; Fish <Actinopterygii>; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0001892643,0.0003024084,0.0001753679,0.0004289234,0.0001759404,0.0003015869,0.0003850126,0.0001868859,0.0002645272],"category_scores_gemma":[0.0003283325,0.00016812,0.0002404096,0.0002723851,0.0001708446,0.0003071703,0.0002390668,0.0001071965,0.00004252539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574803,"about_ca_system_score_gemma":0.0009952129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3171973,"about_ca_topic_score_gemma":0.425661,"domain_scores_codex":[0.9999495,0.000009583829,0.000002912865,0.000016261,0.000009774074,0.00001201581],"domain_scores_gemma":[0.9999074,0.00001951202,0.00004051975,0.000002885548,0.00002028357,0.000009483028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001262116,0.0001621164,0.835735,0.00005486865,0.0001017431,0.0001887398,0.0004608676,0.1277408,0.008847983,0.0007545196,0.0005512116,0.02527591],"study_design_scores_gemma":[0.00001251634,0.0001327951,0.2724966,0.00001373051,0.00005764222,0.0000845898,0.000419186,0.7246164,0.001458778,0.0002709036,0.0004178078,0.00001911599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973041,0.00002565121,0.002448683,0.00001374863,5.318482e-7,0.000006208445,0.00006064549,0.00000805408,0.0001324148],"genre_scores_gemma":[0.9961759,0.00004245375,0.003386813,0.000004335388,0.000001010861,0.00001203355,0.0001873851,0.000001943777,0.000187941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6828027,"threshold_uncertainty_score":0.630702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07509411112953308,"score_gpt":0.2642915838170786,"score_spread":0.1891974726875456,"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."}}