{"id":"W2177600078","doi":"10.1139/f2011-018","title":"Does hypoxia reduce habitat quality for Lake Erie walleye (<i>Sander vitreus</i>)? A bioenergetics perspective","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NOAA Great Lakes Environmental Research Laboratory; Division of Ocean Sciences","keywords":"Hypoxia (environmental); Transect; Habitat; Predation; Foraging; Biology; Fishery; Ecology; Environmental science; Oxygen; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001390804,0.0001611996,0.0001772214,0.0001785471,0.0002039216,0.0005070744,0.0002362079,0.0003002672,0.0006348169],"category_scores_gemma":[0.0003563593,0.0001311043,0.0002371672,0.0002278323,0.0003134876,0.0004460212,0.0003971499,0.0001147896,0.00007243163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006702867,"about_ca_system_score_gemma":0.000339179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03263559,"about_ca_topic_score_gemma":0.09508074,"domain_scores_codex":[0.9999286,0.00001387824,0.000004852103,0.0000190114,0.000009404747,0.00002416741],"domain_scores_gemma":[0.9998358,0.00001723838,0.00008932706,0.000006752112,0.00001972027,0.00003117218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001812285,0.00003635378,0.965292,0.00005732893,0.0001374893,0.0001913897,0.0004314999,0.001956284,0.02620428,0.0002249033,0.000163215,0.005124009],"study_design_scores_gemma":[9.136824e-7,0.00004085964,0.9983743,0.000003076966,0.00001003313,0.00002129466,0.0002368793,0.0008987827,0.0002499538,0.00004120403,0.0001200886,0.000002563977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999397,0.00005348044,0.0001189048,0.00005089293,8.697039e-7,0.000001494338,0.00005482482,0.000001864066,0.0003206618],"genre_scores_gemma":[0.999431,0.00008012789,0.0001872086,0.00002908237,0.000001843445,0.000002177138,0.00007611517,0.000001352595,0.0001912689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9673644,"threshold_uncertainty_score":0.06489128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542262972826253,"score_gpt":0.2476307298718867,"score_spread":0.2122081001436241,"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."}}