{"id":"W7039864210","doi":"","title":"Native vs. Invasive Plants and Invertebrates in Siberian and Central California Lakes","year":2015,"lang":"en","type":"dissertation","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invasive species; Elodea canadensis; Macrophyte; Invertebrate; Littoral zone; Aquatic plant; Biomass (ecology); Introduced species; Cove; Fauna","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":[0.0002701235,0.0001451792,0.0001895352,0.001035553,0.001012576,0.0007112141,0.0002488884,0.0001638227,0.0008077899],"category_scores_gemma":[0.0003990544,0.0001409598,0.0001384879,0.001079094,0.0003888651,0.0003732967,0.0007454508,0.0001856977,0.00006856447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592839,"about_ca_system_score_gemma":0.0009105565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3401218,"about_ca_topic_score_gemma":0.6955624,"domain_scores_codex":[0.9998572,0.00001453686,0.00001449821,0.00004788654,0.00003217693,0.00003363101],"domain_scores_gemma":[0.9996575,0.00003431488,0.0001167978,0.00001526462,0.00007142975,0.0001047878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195434,0.00004507837,0.9905178,0.00003346979,0.00004489282,0.0001100467,0.00177171,0.00009854701,0.0009335504,0.00005475043,0.0002196528,0.006051022],"study_design_scores_gemma":[0.000001532455,0.000006138549,0.9990373,0.000007624982,0.000006990301,0.0000176166,0.0006728164,0.0000461583,0.0000258496,0.000006282208,0.0001705161,0.00000124683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986026,0.000247654,0.000008672215,0.00001425741,0.000001880256,0.000002628536,0.000146512,0.00000159946,0.0009741399],"genre_scores_gemma":[0.9989636,0.0002599229,0.00004173125,0.00002276907,0.000002848712,0.000006282655,0.0002579651,0.000001146872,0.0004437003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3401218,"threshold_uncertainty_score":0.6762842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006371618406261654,"score_gpt":0.19618340760471,"score_spread":0.1898117891984483,"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."}}