{"id":"W2051750440","doi":"10.1007/s10641-006-9102-8","title":"Influence of water temperature and streambed stability on the abundance and distribution of slimy sculpin (Cottus cognatus)","year":2006,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Ministry of Natural Resources and Forestry","funders":"","keywords":"Sculpin; Electrofishing; Environmental science; Population; Cottus; Habitat; Cottidae; Fishery; Overfishing; Population density; Substrate (aquarium); Ecology; Biology; Fishing; Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001609557,0.0001076805,0.0001734739,0.000009568254,0.00009683669,0.000002260461,0.00009344005,0.0000827928,0.000168711],"category_scores_gemma":[0.00002143359,0.0000656721,0.00002359103,0.0000294097,0.002256557,0.00007421788,0.0002326307,0.00007970976,0.000005100594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002415975,"about_ca_system_score_gemma":8.309668e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008559925,"about_ca_topic_score_gemma":0.0001013949,"domain_scores_codex":[0.9993161,0.00006023868,0.000196698,0.0002174039,0.00007116669,0.0001384197],"domain_scores_gemma":[0.9996474,0.0001030739,0.0000917941,0.0001411125,0.000001758217,0.00001479675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003908676,0.0001112716,0.9013587,0.00001413055,0.00001848008,2.976709e-7,0.0001086973,0.00008127934,0.09769791,0.0001062551,0.0003220536,0.0001418519],"study_design_scores_gemma":[0.0001878256,0.0001836405,0.8990717,0.000006872829,0.00001357017,6.595752e-7,0.0001174643,0.000004939153,0.09939159,0.000607557,0.0003540372,0.00006017025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987131,0.00007486854,0.000001727897,0.0004708997,0.00001238352,0.0001908976,0.0001579597,0.000004141123,0.0003740134],"genre_scores_gemma":[0.999642,0.0001607627,0.00001604325,0.00007316341,0.000003801111,0.000008854312,0.00005357388,0.000002684723,0.00003908868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002287012,"threshold_uncertainty_score":0.8314378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003504581159174148,"score_gpt":0.1695552875883822,"score_spread":0.166050706429208,"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."}}