{"id":"W2769156474","doi":"10.1007/s10750-017-3440-8","title":"Habitat supply for Yellow Perch (Actinopterygii, Percidae) varies with space, time, and life stage in Lake Erie","year":2017,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Ocean University of China; Great Lakes Fishery Commission","keywords":"Habitat; Perch; Geography; Fishery; Actinopterygii; Resource (disambiguation); Percidae; Ecology; Environmental science; Biology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001983472,0.00008625616,0.0002127011,0.0006420941,0.0006244354,0.0004836088,0.0002184934,0.0002215059,0.001591723],"category_scores_gemma":[0.0007280782,0.0002560203,0.0001767161,0.0005977836,0.0003593067,0.0005471958,0.0008910151,0.0001462626,0.0002289466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006809728,"about_ca_system_score_gemma":0.0004358002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0716893,"about_ca_topic_score_gemma":0.3563153,"domain_scores_codex":[0.9998285,0.00002641848,0.00001955015,0.00003826114,0.00002656687,0.00006068396],"domain_scores_gemma":[0.9996245,0.00004995727,0.0001450408,0.00002120883,0.00009150683,0.0000678267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130363,0.00001706206,0.9895718,0.00002369642,0.00004040533,0.00009230016,0.001976415,0.00004973526,0.004207258,0.00004784968,0.0001526252,0.003707782],"study_design_scores_gemma":[6.5026e-7,0.00000955931,0.9990163,0.000002049881,0.000004479026,0.00002747037,0.0006940183,0.00004254504,0.00004534614,0.000005549552,0.0001507783,0.000001149937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996469,0.00002115418,0.00002386719,0.00001058383,3.769981e-7,6.430605e-7,0.00006145338,0.000001411627,0.0002335382],"genre_scores_gemma":[0.9991691,0.00002521387,0.0001013085,0.00001116759,6.225928e-7,0.000002900777,0.0001348035,0.00000223288,0.0005526472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0716893,"threshold_uncertainty_score":0.142544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046659894740337,"score_gpt":0.2169554770603839,"score_spread":0.2064888781129805,"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."}}