{"id":"W2159374428","doi":"10.1139/cjfas-2014-0105","title":"Beaver impact on stream fish life histories: the role of landscape and local attributes","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaver; Electrofishing; STREAMS; Castor canadensis; Minnow; Salmo; Ecology; Phoxinus; Biology; Habitat; Fishery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000385971,0.00006107298,0.0001283266,0.0000303085,0.0004350455,0.00003540853,0.0001527184,0.00002639795,0.0002054648],"category_scores_gemma":[0.000196564,0.00003310757,0.00002700644,0.00009996431,0.001867394,0.0001322671,0.00002427115,0.0000606084,0.000001686034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940716,"about_ca_system_score_gemma":0.00007606571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806724,"about_ca_topic_score_gemma":0.0184735,"domain_scores_codex":[0.999519,0.0000333987,0.0001109753,0.00007635188,0.0001176611,0.0001426212],"domain_scores_gemma":[0.9994704,0.0002001346,0.0001004975,0.00004272651,0.00000765173,0.0001785561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005931749,0.000003652112,0.9860839,0.000001217506,0.00000994931,0.000001262915,0.001127053,0.00002774197,0.000003534862,0.00004792682,0.008242741,0.004445057],"study_design_scores_gemma":[0.0001452278,0.0009309789,0.9652616,0.00001329291,0.00002304241,0.00001615377,0.007895244,0.0005647591,0.0000397087,0.001060092,0.02397423,0.00007569414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933952,0.0002741291,0.000009448233,0.004026636,0.00007468356,0.00002480829,0.000007276024,7.841987e-7,0.002187014],"genre_scores_gemma":[0.9994488,0.00003690914,0.00004600322,0.0004035778,0.00002070366,1.873522e-7,1.899881e-7,8.550189e-7,0.00004282147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082236,"threshold_uncertainty_score":0.9994368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009807087681469312,"score_gpt":0.1838448874813869,"score_spread":0.1740377997999176,"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."}}