{"id":"W3214218225","doi":"","title":"Abundance, diversity and seasonality of adult Trichoptera in and around hydroelectric generating stations along the Winnipeg River","year":2005,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Abundance (ecology); Seasonality; Geography; Ecology; Diversity (politics); Hydrology (agriculture); Environmental science; Biology; Geology","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":[0.0001207469,0.000180762,0.0001686003,0.0008195275,0.0004442914,0.0004322269,0.0002807196,0.0001339082,0.0006208328],"category_scores_gemma":[0.0005040428,0.000184445,0.00009138387,0.0007598367,0.0002454465,0.000212466,0.0003217349,0.000126299,0.00008005655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00085018,"about_ca_system_score_gemma":0.0004267601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.299353,"about_ca_topic_score_gemma":0.5714002,"domain_scores_codex":[0.999866,0.00001403188,0.00000873593,0.00003096081,0.00003549966,0.00004472444],"domain_scores_gemma":[0.9997401,0.00002544689,0.000104363,0.000007183547,0.00006490225,0.00005795627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004154903,0.00001186699,0.9896825,0.00002234412,0.00002454836,0.000171097,0.001311114,0.00004999477,0.003139094,0.00001787245,0.0001282071,0.005399858],"study_design_scores_gemma":[6.749882e-7,0.000008997104,0.9993144,0.0000025049,0.000003026074,0.00004458443,0.0003976745,0.00004414501,0.00004637697,0.000001654758,0.0001348774,0.000001104048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994857,0.0000891796,0.00003028884,0.000009761941,8.309362e-7,0.000006371838,0.0001301072,0.000001360352,0.0002464534],"genre_scores_gemma":[0.9990672,0.0001271361,0.0001295014,0.000009281947,0.000001784469,0.000005091892,0.000245274,9.859954e-7,0.0004138008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.700647,"threshold_uncertainty_score":0.5952211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009118786319072808,"score_gpt":0.1832464450931783,"score_spread":0.1741276587741054,"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."}}