{"id":"W2214263883","doi":"","title":"Session C3: Balancing Ocean and Freshwater Survival Rates When Managing Anadromous Fish Passage","year":2015,"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":"Fish migration; Fishery; Session (web analytics); Fish <Actinopterygii>; Oceanography; Environmental science; Biology; Business; Geology","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":[0.002047342,0.0007389935,0.0003638843,0.0004061977,0.002558421,0.001643499,0.001275756,0.003897252,0.1550709],"category_scores_gemma":[0.002076428,0.0002027707,0.0004581155,0.0002399354,0.0004464994,0.0008784721,0.001799859,0.001987426,0.03550117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209194,"about_ca_system_score_gemma":0.004578906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006215104,"about_ca_topic_score_gemma":0.02195251,"domain_scores_codex":[0.9994605,0.0001127071,0.00002775144,0.0001035861,0.0001453439,0.0001500456],"domain_scores_gemma":[0.9978002,0.0002181209,0.0001102526,0.00006036917,0.0008170781,0.0009940222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003475322,0.0003343135,0.002167489,0.000331281,0.00001985136,0.0001559896,0.0002149368,0.0007395301,0.00266259,0.0007502041,0.9024293,0.08984707],"study_design_scores_gemma":[0.0001489823,0.0004297568,0.01242146,0.0004908227,0.00002541473,0.0002200716,0.0008518917,0.00317254,0.002736618,0.002088074,0.9773641,0.00005031364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07891503,0.006501875,0.0241703,0.1653455,0.0437031,0.01155479,0.006542307,0.003466307,0.6598008],"genre_scores_gemma":[0.2568816,0.006486498,0.02404005,0.02901707,0.01769369,0.005239251,0.004300829,0.0009383803,0.6554025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1550709,"threshold_uncertainty_score":0.5187638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491799639979086,"score_gpt":0.2004795928531051,"score_spread":0.1855615964533143,"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."}}