{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005948034,0.0001218654,0.0002298291,0.00001361334,0.0001225968,0.00001114321,0.0001615193,0.00007844772,0.002428256],"category_scores_gemma":[0.0001860351,0.0001071101,0.0000435067,0.0001063468,0.0001001607,0.0001299734,0.0002599958,0.00009295873,0.0002624756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006494103,"about_ca_system_score_gemma":0.000003609766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000192509,"about_ca_topic_score_gemma":0.08486191,"domain_scores_codex":[0.9988893,0.0001343367,0.0002865415,0.0002720196,0.0001487675,0.0002690812],"domain_scores_gemma":[0.999447,0.0002285842,0.0001320169,0.0001514862,0.000005744134,0.0000351012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003245555,0.0001906559,0.9664844,0.00003777882,0.00001778695,0.000003727073,0.0004004157,0.006601194,0.0004618673,0.00012632,0.01927107,0.006372327],"study_design_scores_gemma":[0.0009489051,0.0005386553,0.9216533,0.00005074372,0.0000182605,0.000001666497,0.003285802,0.06816243,0.0003001725,0.0007564769,0.00406382,0.0002197639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8219597,0.0000109621,0.00008799005,0.00008563751,0.00009581305,0.0002215315,0.000003824347,0.00002604674,0.1775085],"genre_scores_gemma":[0.9983376,0.00001263991,0.000866437,0.0000515884,0.00002110206,0.00003430034,0.000006838295,0.000008436296,0.0006610167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768475,"threshold_uncertainty_score":0.9984837,"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."}}