{"id":"W2128831759","doi":"10.3394/0380-1330(2007)33[118:eaecst]2.0.co;2","title":"Environmental and Ecological Conditions Surrounding the Production of Large Year Classes of Walleye (Sander vitreus) in Saginaw Bay, Lake Huron","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Geological Survey; Maryland Department of Natural Resources; Ministry of Natural Resources; Michigan Department of Natural Resources; Wisconsin Department of Natural Resources; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Alewife; Stocking; Abundance (ecology); Fishery; Biology; Bay; Ecology; Population; Environmental science; Fish <Actinopterygii>; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001686629,0.0001607336,0.00018775,0.0007593666,0.0007711796,0.0007544585,0.0003563219,0.0003778109,0.001281243],"category_scores_gemma":[0.0005367078,0.0002575066,0.0001600176,0.0007468833,0.0007964551,0.0003874442,0.0007956108,0.0002796097,0.0001351306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263588,"about_ca_system_score_gemma":0.000658555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1281533,"about_ca_topic_score_gemma":0.3705114,"domain_scores_codex":[0.9998579,0.00003077088,0.00001034027,0.0000218703,0.00002234382,0.00005674249],"domain_scores_gemma":[0.9992868,0.0001051593,0.0001845589,0.00001378085,0.00009732863,0.000312394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003184255,0.00009982363,0.9931601,0.0000137491,0.00003450092,0.0004964436,0.001501256,0.0001377427,0.002955639,0.00005167592,0.0002325267,0.0009980808],"study_design_scores_gemma":[0.000001325293,0.00001300622,0.9990232,8.587488e-7,0.000002635056,0.00002101065,0.0008201603,0.0000527419,0.00002829582,0.000005821392,0.00002956017,0.000001400954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997632,0.000009771637,0.00000495009,0.00001420797,8.632043e-7,9.901756e-7,0.00006900671,8.197875e-7,0.0001361776],"genre_scores_gemma":[0.9996991,0.00001087907,0.00001277525,0.00001037199,0.00000176839,0.000002233507,0.0001154366,6.569335e-7,0.0001467549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1281533,"threshold_uncertainty_score":0.2548148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331819086953021,"score_gpt":0.3262061345278071,"score_spread":0.293024225832505,"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."}}