{"id":"W1856049093","doi":"10.1139/cjfas-2014-0029","title":"Barriers to upstream passage by two migratory sculpins, prickly sculpin (<i>Cottus asper</i>) and coastrange sculpin (<i>Cottus aleuticus</i>), in northern Puget Sound lowland streams","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Huxley College of the Environment","keywords":"Sculpin; Cottus; Fishery; STREAMS; Trout; Cottidae; Population; Biology; Habitat; Ecology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002455893,0.0002225169,0.0001713937,0.0007483623,0.0006055228,0.0004822973,0.0002537071,0.0002417776,0.0005401581],"category_scores_gemma":[0.0009908156,0.0002509567,0.0001093107,0.0003430296,0.0006353462,0.0003215224,0.0004949786,0.0002226861,0.00009693296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006764763,"about_ca_system_score_gemma":0.0004674016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0424999,"about_ca_topic_score_gemma":0.1273305,"domain_scores_codex":[0.999806,0.00003932667,0.00001539796,0.00004978645,0.00003563439,0.00005395121],"domain_scores_gemma":[0.9992188,0.000138115,0.0003540584,0.00002062134,0.00008113246,0.0001872738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001252526,0.00007367015,0.9925647,0.00001552968,0.00001415186,0.0001233303,0.000858866,0.0001540904,0.002580839,0.00004489893,0.00005896929,0.003385752],"study_design_scores_gemma":[0.000003940186,0.0001150879,0.9986619,0.000006032887,0.000009092393,0.00006440881,0.0006410162,0.0002302911,0.0001305336,0.000018973,0.000115055,0.000003769733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998918,0.00001284351,0.00001541342,0.00000180524,2.26918e-7,0.000001633194,0.000007645913,5.482889e-7,0.0000681621],"genre_scores_gemma":[0.9996961,0.00002952997,0.0001111219,0.000004375433,8.823724e-7,0.000006531325,0.00005433257,5.711931e-7,0.00009668211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0424999,"threshold_uncertainty_score":0.08450502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006040997497099284,"score_gpt":0.1946963229201394,"score_spread":0.1886553254230401,"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."}}