{"id":"W6902066996","doi":"10.6084/m9.figshare.1623214.v1","title":"Aquatic vegetation trends from 1992 to 2012 in Hamilton Harbour and Cootes Paradise, Lake Ontario","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eutrophication; Harbour; Vegetation (pathology); Wetland; Aquatic plant; Aquatic ecosystem; Species richness; Hydrology (agriculture)","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":[0.0001869112,0.0002696462,0.000229236,0.001402582,0.001581996,0.0008568341,0.0006338176,0.0002772662,0.002091562],"category_scores_gemma":[0.0008983437,0.0002891482,0.0003376328,0.00288396,0.0005950743,0.0004051155,0.001109706,0.0003138375,0.0004119421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01753002,"about_ca_system_score_gemma":0.01102232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871274,"about_ca_topic_score_gemma":0.9978314,"domain_scores_codex":[0.9995914,0.0000176332,0.00002613575,0.00007614445,0.0001667464,0.0001220599],"domain_scores_gemma":[0.9986995,0.00004245164,0.0002713367,0.0000251895,0.0006528427,0.0003085748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008136564,0.00002251338,0.9776226,0.0001959203,0.00007517926,0.0002438711,0.00436761,0.0001773902,0.001198534,0.0001407896,0.008046762,0.007827471],"study_design_scores_gemma":[0.000002281615,0.00000858231,0.995063,0.00001872316,0.000008258455,0.00002964328,0.001270801,0.00006455679,0.00004720604,0.00000567453,0.003475432,0.000005817252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625876,0.0007913027,0.0002242005,0.0004896504,0.0000198413,0.0001068952,0.02885491,0.00005076902,0.006874911],"genre_scores_gemma":[0.9762513,0.0008176896,0.0005447501,0.0001681963,0.00001545034,0.0001691466,0.01136716,0.00001435208,0.01065203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01753002,"threshold_uncertainty_score":0.1271898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947499499324407,"score_gpt":0.229393919782662,"score_spread":0.1999189247894179,"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."}}