{"id":"W3124230709","doi":"10.1016/j.jglr.2020.12.008","title":"Benthic invertebrate assemblage changes in an urban bay of Lake Ontario: 1990 to 2012","year":2021,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Benthic zone; Benthos; Abundance (ecology); Bay; Ecology; Invertebrate; Fishery; Population; Environmental science; Eutrophication; Trophic level; Oceanography; Biology; Nutrient","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001822137,0.0002774982,0.0001998552,0.0009217251,0.00157477,0.0008192796,0.0004836206,0.0003462589,0.001513973],"category_scores_gemma":[0.0006148378,0.0003271074,0.0003386858,0.002028361,0.000544975,0.0004318464,0.0009151633,0.0002991303,0.0002867231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285982,"about_ca_system_score_gemma":0.006172402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9431195,"about_ca_topic_score_gemma":0.9874049,"domain_scores_codex":[0.9997,0.00001243024,0.00002100939,0.00005373508,0.0001176038,0.00009533717],"domain_scores_gemma":[0.9991748,0.00001820642,0.0002181226,0.00002080842,0.0003751501,0.0001928595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000061426,0.00001887828,0.9921445,0.00003927426,0.00003598304,0.0001645803,0.002531362,0.00004441576,0.0008360559,0.00002178481,0.0009198365,0.003182012],"study_design_scores_gemma":[0.000001102081,0.000004835309,0.9986575,0.000004598438,0.000004878524,0.00001754426,0.0006585637,0.00003659106,0.00002185417,0.000001896706,0.0005887397,0.000001919433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967191,0.0001820955,0.00003810151,0.0001513526,0.000005884953,0.00001378388,0.001557681,0.000006659717,0.001325457],"genre_scores_gemma":[0.9956357,0.0002646052,0.00009512479,0.00006203433,0.00000763741,0.00001903225,0.001341995,0.000004051597,0.002569815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05688047,"threshold_uncertainty_score":0.1144308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0646657045888228,"score_gpt":0.3320850360410021,"score_spread":0.2674193314521793,"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."}}