{"id":"W2115473570","doi":"10.20381/ruor-3816","title":"A Study of Darter (Percidae) Assemblages in Several Tributaries of the Ottawa River, Québec, Canada","year":2014,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Percidae; Tributary; Habitat; Geography; Etheostoma; Fish <Actinopterygii>; Fishery; Ecology; Perch; Cartography; Biology","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":[0.0002403755,0.0002788268,0.0002489478,0.001178721,0.002641667,0.0008083893,0.0006259051,0.0002801311,0.002072678],"category_scores_gemma":[0.000711863,0.0002400633,0.0002281749,0.002202969,0.000585548,0.0003195812,0.0004422568,0.0002969395,0.0002253078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01057464,"about_ca_system_score_gemma":0.007385554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883152,"about_ca_topic_score_gemma":0.9978951,"domain_scores_codex":[0.999732,0.00002206098,0.00001370731,0.00006725107,0.00007348102,0.00009148604],"domain_scores_gemma":[0.9990352,0.00006045428,0.0001776735,0.00003108642,0.0004719092,0.0002237302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004251525,0.00002248005,0.982906,0.00005308157,0.00003448712,0.0001915387,0.004026258,0.00007352146,0.001649107,0.00009900783,0.0007366832,0.01016549],"study_design_scores_gemma":[0.000001443127,0.00001128036,0.9967207,0.00001184727,0.000005468694,0.00004827683,0.002087202,0.00006758545,0.00004475261,0.000004463576,0.0009928981,0.000004081382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972714,0.0003249084,0.00009431291,0.00006821129,0.000003834674,0.00002866329,0.0007877934,0.000005041175,0.001415852],"genre_scores_gemma":[0.996226,0.0003286932,0.0004038857,0.00006486027,0.000002258479,0.00002350186,0.000768353,0.000004406327,0.002178017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168478,"threshold_uncertainty_score":0.07672471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552412685363221,"score_gpt":0.2482360794546674,"score_spread":0.2327119526010352,"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."}}