{"id":"W7020595402","doi":"","title":"Literature review of upstream and downstream fish passage for the Dunvegan hydroelectric project","year":2006,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Upstream (networking); Downstream (manufacturing); Fish <Actinopterygii>; Upstream and downstream (DNA); Tailwater","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004531494,0.0005032144,0.001306235,0.02508985,0.0009724314,0.001909328,0.001018004,0.0009779964,0.004754049],"category_scores_gemma":[0.01581109,0.000405678,0.00102353,0.04252324,0.0005688756,0.001551555,0.0005744671,0.000413707,0.0004670377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004324285,"about_ca_system_score_gemma":0.02139239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1057712,"about_ca_topic_score_gemma":0.2720537,"domain_scores_codex":[0.9970763,0.0007190644,0.000956313,0.000240644,0.0008932011,0.0001144794],"domain_scores_gemma":[0.9795466,0.01222923,0.001632518,0.0001517768,0.006152569,0.0002872295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002062816,0.0001032033,0.02213216,0.235852,0.0006526248,0.002013964,0.005127982,0.001072373,0.0005050343,0.002849588,0.08734691,0.6421378],"study_design_scores_gemma":[0.00006417173,0.0001897782,0.1280435,0.3515794,0.003227022,0.001875696,0.02141521,0.0004682422,0.0006843075,0.0009823216,0.4913644,0.0001058465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01826003,0.9600881,0.000563319,0.002353735,0.0003975031,0.0002257577,0.003804382,0.00002549459,0.01428166],"genre_scores_gemma":[0.03960008,0.9522467,0.001916821,0.0008177144,0.0001243704,0.000254231,0.003245863,0.00000772447,0.001786333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8942288,"threshold_uncertainty_score":0.2103111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006632325932653896,"score_gpt":0.1915965049254327,"score_spread":0.1849641789927788,"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."}}