{"id":"W4396508126","doi":"10.22215/etd/2023-15978","title":"An Interdisciplinary Approach to Evaluating Native and Invasive Fish Connectivity and Spatial Ecology in Canada’s Historic Rideau Canal Waterway","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Invasive species; Neogobius; Introduced species; Round goby; Micropterus; Fishery; Geography; Ecology; Freshwater fish; Esox; Pike; Bass (fish); Fish <Actinopterygii>; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087036,0.000580835,0.000353774,0.003670698,0.003669499,0.001146958,0.001103666,0.0003843259,0.00125534],"category_scores_gemma":[0.002480685,0.00030439,0.0005992305,0.004132877,0.001311489,0.0006542825,0.00152222,0.0004634585,0.0001205376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009876936,"about_ca_system_score_gemma":0.008997377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9252874,"about_ca_topic_score_gemma":0.9847184,"domain_scores_codex":[0.9989618,0.0001303774,0.00007241697,0.0002500983,0.000313014,0.0002723497],"domain_scores_gemma":[0.9979612,0.0002240766,0.0005480861,0.0001037072,0.000868113,0.0002948832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004966786,0.00004119716,0.9815397,0.00006594333,0.00012366,0.0001666766,0.002805783,0.0006953977,0.001811009,0.0002690825,0.0004470489,0.01198479],"study_design_scores_gemma":[0.00000331792,0.00005540081,0.9935156,0.00001709954,0.00003315657,0.00003721493,0.00449535,0.0005515253,0.000263662,0.00006279178,0.0009536024,0.00001119168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921557,0.000280577,0.002356211,0.00007992854,0.00001114406,0.0003757391,0.001312129,0.00002843793,0.003400204],"genre_scores_gemma":[0.9891381,0.000239295,0.007383713,0.00009551207,0.000007312811,0.0004533664,0.001072712,0.000009910334,0.001600133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07471263,"threshold_uncertainty_score":0.1503052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631052599442035,"score_gpt":0.2760823519269157,"score_spread":0.2597718259324954,"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."}}