{"id":"W7028610842","doi":"","title":"Freshwater macroinvertebrate communities on exotic and native plants","year":2007,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Invertebrate; Introduced species; Myriophyllum; Species richness; Invasive species; Aquatic plant; Native plant; Epiphyte","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003829339,0.0001928473,0.00028678,0.001194212,0.000421911,0.0003768708,0.0001592181,0.0001298857,0.001373415],"category_scores_gemma":[0.0005479361,0.0001221161,0.0003987692,0.0007783303,0.0003274934,0.0004084282,0.0004923391,0.000130727,0.0001482408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942649,"about_ca_system_score_gemma":0.0002508173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676326,"about_ca_topic_score_gemma":0.08364709,"domain_scores_codex":[0.9998367,0.0000400787,0.0000106989,0.00003954375,0.00004770269,0.00002526587],"domain_scores_gemma":[0.9997223,0.00006775705,0.00007248821,0.00001976206,0.00006740425,0.00005022328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001894366,0.00006602563,0.9647732,0.0001404339,0.00040421,0.0001016816,0.00160545,0.0001927603,0.009751211,0.0001026805,0.0003142909,0.02235863],"study_design_scores_gemma":[0.000001720059,0.00003795454,0.9990578,0.000007965876,0.00003401505,0.00002788256,0.0003729654,0.00008088401,0.0001880984,0.0000142583,0.0001740997,0.000002359326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990096,0.000167285,0.00002996539,0.000008667678,5.32778e-7,0.000002209212,0.0001324149,0.000002304002,0.0006470989],"genre_scores_gemma":[0.9987314,0.0002644418,0.0001153123,0.00001820234,0.00000206143,0.000004463892,0.0004172366,0.000001868666,0.0004450545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676326,"threshold_uncertainty_score":0.03333139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040880306129529,"score_gpt":0.236092630438048,"score_spread":0.195212324308519,"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."}}