{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001096075,0.0002543675,0.0001625644,0.001799332,0.001386849,0.0003041829,0.0004073768,0.0001377506,0.001402666],"category_scores_gemma":[0.000230016,0.0001820527,0.0001414139,0.001506308,0.0004743474,0.0001707094,0.0005038442,0.0000987485,0.0002387385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974823,"about_ca_system_score_gemma":0.001941042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.85907,"about_ca_topic_score_gemma":0.9732748,"domain_scores_codex":[0.9998723,0.000007947608,0.00001205953,0.00003553131,0.0000302205,0.00004185838],"domain_scores_gemma":[0.9997957,0.00001147337,0.00005222678,0.000008860008,0.00007265611,0.00005908123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004913026,0.00001394788,0.9872723,0.00003825345,0.0000234229,0.000417849,0.001669277,0.00005013607,0.003229053,0.00002988712,0.0003910373,0.00681571],"study_design_scores_gemma":[9.943332e-7,0.00001306626,0.9983785,0.000007303006,0.000005518647,0.0001168953,0.0009388177,0.00002282393,0.0000933153,0.000003296661,0.0004165604,0.000002840255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998042,0.0001284321,0.00004047236,0.00001290617,0.00000163555,0.00001270594,0.0009261032,0.000004279038,0.0008313598],"genre_scores_gemma":[0.9962367,0.0002647412,0.0003195808,0.00003090585,0.00000205012,0.00001755809,0.0014032,0.000002898195,0.001722431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14093,"threshold_uncertainty_score":0.2835199,"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."}}