{"id":"W6907005458","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":"BioOne Complete (BioOne)","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dreissena; Cobble; Benthic zone; Neogobius; Round goby; Abundance (ecology); Invertebrate; Mollusca; Biomass (ecology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002341462,0.0002828474,0.0004519758,0.0002499648,0.0001070616,0.00007284687,0.0002474,0.0001246118,0.000368959],"category_scores_gemma":[0.00001840491,0.0003026674,0.00009222284,0.0002214663,0.00006183379,0.0002905541,0.0001303869,0.0003152515,0.0001425853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127259,"about_ca_system_score_gemma":0.00005947068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004022631,"about_ca_topic_score_gemma":0.5787559,"domain_scores_codex":[0.9985901,0.00008066944,0.0005394667,0.0002043578,0.0002058842,0.0003795472],"domain_scores_gemma":[0.9992702,0.0001407076,0.00006487887,0.0003395304,0.00003303575,0.000151633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000948876,0.0008678351,0.5181734,0.001154986,0.0009760218,0.0001189951,0.1145541,0.1118341,0.1890897,0.002539434,0.004304043,0.05543857],"study_design_scores_gemma":[0.01672217,0.001051766,0.4458936,0.003161436,0.0003197404,0.00007327201,0.004681895,0.3232199,0.02047443,0.000381409,0.1799948,0.004025549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919978,0.0003007074,0.005539184,0.0003094701,0.0001793211,0.0003701994,0.00009742368,0.000149991,0.001055926],"genre_scores_gemma":[0.9973392,0.00002987783,0.00168826,0.0003378565,0.00007160625,0.00001452387,0.00008676956,0.00003829033,0.0003936418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5747333,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401360385842107,"score_gpt":0.214751372870398,"score_spread":0.07461533428618736,"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."}}