{"id":"W2232546475","doi":"10.3394/0380-1330(2007)33[421:ltibmp]2.0.co;2","title":"Long-term Trends in Benthic Macroinvertebrate Populations in Lake Huron over the Past Four Decades","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":166,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Great Lakes Protection Fund; Ministry of Natural Resources","keywords":"Dreissena; Benthic zone; Bay; Chironomidae; Ecology; Population; Benthos; Oceanography; Geography; Environmental science; Fishery; Biology; Bivalvia; Geology; Mollusca","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":[0.0003007955,0.0001216269,0.0001843103,0.0006517094,0.0005433554,0.0005108553,0.0003116335,0.0004407844,0.0009589572],"category_scores_gemma":[0.0008122977,0.000178471,0.0002298255,0.0005832015,0.0002788648,0.0004302281,0.0004749761,0.0003202333,0.0001664459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009057093,"about_ca_system_score_gemma":0.0004964444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07075439,"about_ca_topic_score_gemma":0.2174554,"domain_scores_codex":[0.9998735,0.00001791867,0.00001814345,0.00002439574,0.00003042655,0.00003568471],"domain_scores_gemma":[0.9992962,0.0000573506,0.0002675306,0.00002079152,0.000195313,0.0001627641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001604782,0.00003340118,0.9952239,0.0000228261,0.0000913502,0.0001010198,0.0005553261,0.00008316532,0.00122279,0.00002107909,0.0002474452,0.002237167],"study_design_scores_gemma":[0.000002091485,0.00002470738,0.9993304,0.000003303611,0.00001487051,0.00003119874,0.0002403628,0.0000552816,0.00006075203,0.000003921213,0.000231518,0.000001682204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99932,0.0001487097,0.00001345954,0.00007567053,0.000004278985,0.000001235567,0.0002286798,0.000002151658,0.0002057217],"genre_scores_gemma":[0.9985612,0.0001082591,0.00002864966,0.00003969487,0.000007042186,0.000005054771,0.0005339527,0.000001027477,0.0007151862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9292456,"threshold_uncertainty_score":0.1406851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012770970388359,"score_gpt":0.3833246722682987,"score_spread":0.2820475752294629,"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."}}