{"id":"W771519","doi":"10.1023/a:1015890408924","title":"Trends in Fish Community Structure, Biomass, and Production in Three Algoma, Ontario, Lakes","year":2002,"lang":"en","type":"article","venue":"Water Air and Soil Pollution Focus","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Abundance (ecology); Biomass (ecology); Catch per unit effort; Species richness; Population; Relative species abundance; Population dynamics of fisheries; Ecology; Fishery; Biology; Fish <Actinopterygii>; Demography","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":[0.0002175216,0.0001410004,0.000155829,0.0007918371,0.001542877,0.0007218018,0.0004778776,0.0002417762,0.000839218],"category_scores_gemma":[0.0007725242,0.0002240516,0.0001719045,0.001417079,0.0007662877,0.0003199241,0.000586521,0.0001813555,0.0001645632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008625372,"about_ca_system_score_gemma":0.005036498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9560317,"about_ca_topic_score_gemma":0.9920481,"domain_scores_codex":[0.9997936,0.00001921972,0.00001537561,0.00003442642,0.00007766241,0.00005972704],"domain_scores_gemma":[0.9991234,0.00005649171,0.0002091694,0.00002304717,0.0004025165,0.0001853495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002086961,0.00002406887,0.9874867,0.00004016231,0.00004565923,0.00009308045,0.004071015,0.0001783624,0.002178993,0.0001123853,0.0005031443,0.005057657],"study_design_scores_gemma":[0.000003130953,0.00001041776,0.9981909,0.000002676828,0.000006611554,0.00001689152,0.001132116,0.0001121812,0.00008119707,0.00001012903,0.0004316891,0.000002063643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988217,0.00005715311,0.00004446825,0.0000449832,7.637086e-7,0.000007450884,0.0004231798,0.00000441871,0.0005959292],"genre_scores_gemma":[0.9970028,0.0001110012,0.0001974107,0.0000248485,0.000001239894,0.00001522324,0.0004354984,0.000002379011,0.002209652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04396832,"threshold_uncertainty_score":0.08845448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133492281612517,"score_gpt":0.1937464066017028,"score_spread":0.1803971784404511,"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."}}