{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003932306,0.0005796886,0.0006951207,0.0003229357,0.0003510258,0.0001756419,0.0003951554,0.0004791718,0.0002676613],"category_scores_gemma":[0.000107391,0.0006092137,0.0000730492,0.0004865452,0.0002478344,0.0005862871,0.0003299676,0.000952815,0.0002384873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789376,"about_ca_system_score_gemma":0.0001928745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655811,"about_ca_topic_score_gemma":0.2129444,"domain_scores_codex":[0.9971975,0.0002629492,0.0004659818,0.0008684939,0.000514275,0.0006907798],"domain_scores_gemma":[0.9984993,0.0001568765,0.0004134829,0.0002921117,0.00005880886,0.0005794142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007718259,0.0001472973,0.9775356,0.0003170944,0.0001233126,0.0005560822,0.00830617,0.001072011,0.0001024963,0.00009501889,0.003457257,0.007515811],"study_design_scores_gemma":[0.008544796,0.0006078059,0.8463929,0.002279421,0.0003026958,0.0001289919,0.02896479,0.02209062,0.0002637705,0.006375266,0.07952169,0.004527309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893643,0.0003810052,0.00003467061,0.00006542081,0.0002890996,0.0006483154,0.003321512,0.00004998036,0.005845749],"genre_scores_gemma":[0.991867,0.001748791,0.0001508991,0.0001113066,0.00004662871,0.000004776565,0.003014508,0.0000638387,0.002992233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2102886,"threshold_uncertainty_score":0.9996359,"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."}}