{"id":"W4327579785","doi":"10.14430/arctic77063","title":"Freshwater Form of Fourhorn Sculpin (Myoxocephalus quadricornis) from Lake Tuborg, Ellesmere Island, Nunavut, with Reference to other Canadian Lacustrine and Riverine Populations","year":2023,"lang":"en","type":"article","venue":"ARCTIC","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Sculpin; Arctic; Freshwater fish; Fishery; Brackish water; Population; Salvelinus; Biology; Fish migration; Ecology; Geography; Trout; Fish <Actinopterygii>; Salinity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007101157,0.0001040803,0.0001280497,0.00007196062,0.0001639417,0.000008407296,0.0001069158,0.00003602848,0.003119052],"category_scores_gemma":[0.00001841378,0.00008257142,0.00001318193,0.0002587205,0.000102405,0.00008939861,0.0001559778,0.00006634392,0.0004626219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005074531,"about_ca_system_score_gemma":0.000007685491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1420867,"about_ca_topic_score_gemma":0.9965537,"domain_scores_codex":[0.9992899,0.00001672867,0.0001136165,0.0002274084,0.0001028792,0.0002494922],"domain_scores_gemma":[0.9996647,0.0000275448,0.00003298114,0.0001679098,0.000006355222,0.0001005536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001478633,0.00001487277,0.9910546,0.000005560596,0.00003717607,0.00001521658,0.0004167215,0.0003163128,0.00002297861,0.0001721976,0.007507816,0.0004217457],"study_design_scores_gemma":[0.0002677423,0.00007213238,0.9533337,0.0000136912,0.00002872978,0.000001360048,0.0001467921,0.0001554345,0.00001873391,0.0007022858,0.04515146,0.0001079427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863321,0.000003434439,0.00002061908,0.002965612,0.00003589892,0.0002119624,0.0002309004,0.00002819561,0.01017125],"genre_scores_gemma":[0.996163,0.00002383117,0.0004543721,0.0007626314,0.00001012584,0.00002610932,0.00005225061,0.00001091638,0.002496822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.854467,"threshold_uncertainty_score":0.9977922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917357916192241,"score_gpt":0.2249787927162745,"score_spread":0.2058052135543521,"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."}}