{"id":"W7026572520","doi":"","title":"The Aquatic Community Associated with Native and Invasive Macrophytes in Lake Erie Coastal Wetlands","year":2018,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Post-Soviet Geopolitical Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macrophyte; Wetland; Habitat; Aquatic plant; Waterfowl; Abiotic component; Periphyton","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005493493,0.0001456888,0.0001692542,0.0000547735,0.001333999,0.0003775773,0.0002198153,0.0001185437,0.00006827906],"category_scores_gemma":[0.0002468747,0.0001048761,0.00002339799,0.0004114315,0.001071389,0.004542278,0.0001851813,0.0003950776,0.000007472765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001649307,"about_ca_system_score_gemma":0.0001435151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005782136,"about_ca_topic_score_gemma":0.03851856,"domain_scores_codex":[0.9983235,0.0005940709,0.0003201179,0.00008754288,0.0002056218,0.000469138],"domain_scores_gemma":[0.9984267,0.001060295,0.000172356,0.0001349941,0.00005115668,0.0001545094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001822524,0.00005303259,0.0475917,0.00002198978,0.00004922688,0.000001710399,0.01277804,0.00001520863,2.031726e-7,0.9342368,0.001226832,0.00384296],"study_design_scores_gemma":[0.003698376,0.0009934712,0.3839048,0.000880609,0.00004161933,0.000008938039,0.004923137,0.01157714,0.0000182413,0.05231937,0.5408143,0.0008200622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2358476,0.0000439386,0.00008557234,0.001787179,0.0002250117,0.0004434127,0.0002910958,0.00009286523,0.7611833],"genre_scores_gemma":[0.9959311,0.0006730183,0.00008271623,0.002343511,0.0001798481,0.00001658367,0.0004088262,0.000008745724,0.0003555866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8819175,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0096350791405561,"score_gpt":0.2237101930960229,"score_spread":0.2140751139554667,"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."}}