{"id":"W1979820497","doi":"10.1080/14634980490900887","title":"Emerging Issues in Lake Superior Research","year":2004,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Limnology; Lake ecosystem; Ecosystem health; Geography; Fisheries management; Aquatic ecosystem; Ecosystem; Ecology; Fishery; Ecosystem services; Fishing; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02871184,0.0005353098,0.000891887,0.00804533,0.007070933,0.01363349,0.003121627,0.003957183,0.03135648],"category_scores_gemma":[0.02607039,0.0003849365,0.0007043325,0.02217959,0.01295504,0.01754711,0.009932347,0.005325798,0.001708978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02347277,"about_ca_system_score_gemma":0.03696126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09842705,"about_ca_topic_score_gemma":0.1292778,"domain_scores_codex":[0.9892797,0.004767331,0.0007642966,0.001227543,0.002730615,0.001230499],"domain_scores_gemma":[0.9801689,0.008138308,0.002223623,0.001210634,0.004945978,0.003312668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001530397,0.0001491359,0.01885248,0.003206837,0.00006483319,0.0004838703,0.03264207,0.000253089,0.0003889397,0.3721609,0.2806505,0.2909942],"study_design_scores_gemma":[0.00002286643,0.00007689387,0.02094871,0.004095541,0.00003264115,0.0001647043,0.04820165,0.0004350003,0.0001451215,0.07556812,0.8502526,0.00005622066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01819261,0.1953152,0.001291104,0.7074031,0.004196524,0.00005796131,0.001051005,0.0001362434,0.07235622],"genre_scores_gemma":[0.4328901,0.359314,0.01276576,0.1150998,0.0158171,0.0005326098,0.002753922,0.0002284687,0.0605982],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09842705,"threshold_uncertainty_score":0.1957083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080942932847629,"score_gpt":0.3370815110669653,"score_spread":0.306272081738489,"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."}}