{"id":"W2132600192","doi":"10.1890/es14-00207.1","title":"Opposing forces: Evaluating multiple ecological roles of Pacific salmon in coastal stream ecosystems","year":2014,"lang":"en","type":"article","venue":"Ecosphere","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation; Simon Fraser University","funders":"Hakai Institute; Pacific Salmon Foundation; Leading Edge Endowment Fund; Tula Foundation","keywords":"Benthic zone; Biomass (ecology); Oncorhynchus; Invertebrate; Trophic level; Environmental science; Ecology; Ecosystem; Productivity; Primary producers; STREAMS; Nutrient; Habitat; Disturbance (geology); Fishery; Biology; Phytoplankton; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003459981,0.0004148566,0.0003388388,0.0008566538,0.0005957627,0.001547229,0.0003385192,0.0003840368,0.0007576997],"category_scores_gemma":[0.004544916,0.0002548477,0.0003113045,0.0007711734,0.0007285856,0.0009054595,0.0008939958,0.0004468502,0.00006196493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009430369,"about_ca_system_score_gemma":0.001147881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0189859,"about_ca_topic_score_gemma":0.06501051,"domain_scores_codex":[0.9989293,0.0004866145,0.00006968776,0.0001844228,0.0002334529,0.00009658786],"domain_scores_gemma":[0.997151,0.001226838,0.0006412393,0.00007680864,0.0004982541,0.0004059867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003144253,0.00005702569,0.9859079,0.00006274823,0.0001733475,0.00003550551,0.0002882301,0.0004045075,0.002286253,0.0001038266,0.00003520337,0.01033106],"study_design_scores_gemma":[0.00001188108,0.0005047937,0.993881,0.00002151009,0.00009921543,0.00002518752,0.002031764,0.002365993,0.0006105419,0.0002448985,0.0001945132,0.000008629038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992242,0.0001139907,0.0001560768,0.00002017138,0.000001646071,0.000009796089,0.00003056105,0.000001109606,0.0004423411],"genre_scores_gemma":[0.9989421,0.0001286136,0.0006210005,0.00002984558,0.000004644016,0.00001898699,0.00006781978,0.000001099955,0.0001859536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0189859,"threshold_uncertainty_score":0.03775078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531420759818412,"score_gpt":0.2385392229042934,"score_spread":0.2232250153061093,"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."}}