{"id":"W2900249783","doi":"10.22215/etd/2018-13307","title":"The Effect of External Tag Variation on Profile Drag of Fusiform Teleost Fish","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Drag; Dorsal fin; Fish <Actinopterygii>; Marine engineering; Population; Biology; Fishery; Mechanics; Engineering; Physics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002645192,0.0003308797,0.0002003486,0.0003089089,0.0002771293,0.0004340833,0.0001486457,0.0002248209,0.0006868728],"category_scores_gemma":[0.0008342265,0.0001800189,0.0003163081,0.0002054358,0.0004059266,0.0002462115,0.0005682297,0.0002826381,0.0001299908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417018,"about_ca_system_score_gemma":0.0001482884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728846,"about_ca_topic_score_gemma":0.003423529,"domain_scores_codex":[0.9997591,0.00003991501,0.00002269691,0.0000673597,0.00007117575,0.00003974382],"domain_scores_gemma":[0.9994216,0.0001865357,0.0001843421,0.00006470041,0.00007278896,0.00007009038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001274089,0.0001140739,0.1155483,0.00009096691,0.00006551082,0.0002161597,0.0003499046,0.001355759,0.8640094,0.00007017864,0.00007101591,0.0168346],"study_design_scores_gemma":[0.00001505399,0.001979291,0.8864576,0.000009924192,0.00007995578,0.0002128572,0.0002826143,0.001349303,0.1089622,0.00004782799,0.0005776074,0.00002587689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994233,0.00002945301,0.0003056654,0.000003406492,0.000003761761,0.000003283861,0.00002792832,0.00000543102,0.0001977837],"genre_scores_gemma":[0.9989768,0.00004301604,0.000481442,0.00001621341,0.000001993004,0.000009295529,0.00009362017,0.000006680597,0.0003708285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001728846,"threshold_uncertainty_score":0.003437519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002733152713963067,"score_gpt":0.2159993077273644,"score_spread":0.2132661550134013,"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."}}