{"id":"W2130403970","doi":"10.1899/0887-3593(2005)024<0148:bmcisl>2.0.co;2","title":"Benthic macroinvertebrate communities in southwestern Lake Ontario following invasion of Dreissena and Echinogammarus: 1983 to 2000","year":2005,"lang":"en","type":"article","venue":"Journal of the North American Benthological Society","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dreissena; Cobble; Benthic zone; Ecology; Abundance (ecology); Biology; Neogobius; Corbicula fluminea; Fishery; Bivalvia; Mollusca; Invasive species; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001117018,0.0001780887,0.0001848221,0.0004218981,0.001416552,0.0005997679,0.0003202299,0.000307607,0.000898454],"category_scores_gemma":[0.0004476929,0.0002717512,0.0001538463,0.0007284738,0.0003912732,0.000288998,0.0005989014,0.000211465,0.0001696374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009049254,"about_ca_system_score_gemma":0.003920841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9221124,"about_ca_topic_score_gemma":0.9870983,"domain_scores_codex":[0.9998461,0.000006098471,0.000008000441,0.00002596381,0.00006090511,0.00005289822],"domain_scores_gemma":[0.9993886,0.00001985209,0.0001765945,0.0000110187,0.0002382936,0.0001656647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001119513,0.00002721404,0.9866708,0.00004289588,0.00003122048,0.0001879558,0.003026337,0.0001006198,0.004342346,0.00003026824,0.0005428689,0.004885513],"study_design_scores_gemma":[0.000001877209,0.000008234889,0.9989294,0.000003800513,0.000004344985,0.00001497907,0.0003963252,0.00005237902,0.00007981783,0.000002473489,0.0005044862,0.000001790075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989587,0.00007667678,0.00001798744,0.00003746201,0.000001268067,0.000006297694,0.0003239244,0.000003014911,0.0005745666],"genre_scores_gemma":[0.9974248,0.0001371613,0.00008648891,0.00004323573,0.000001922836,0.00001467751,0.0006075603,0.000001685235,0.001682469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07788759,"threshold_uncertainty_score":0.1566925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586671393570859,"score_gpt":0.230451642103524,"score_spread":0.2145849281678154,"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."}}