{"id":"W7042991872","doi":"","title":"Rainbow trout passage at the Maple Hill fishway, Saugeen River, Ontario","year":2010,"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":"Rainbow trout; Maple; Hydrology (agriculture); Spring (device); Outflow; Trout; Spillway; Fish <Actinopterygii>","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":[0.0002054846,0.0002113265,0.0001967973,0.0007611763,0.002496656,0.0006928609,0.0004943329,0.0002712963,0.003412745],"category_scores_gemma":[0.0004988145,0.0002566409,0.0002738971,0.0009028685,0.0006398201,0.0003157059,0.0005965439,0.000233914,0.0006209926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093111,"about_ca_system_score_gemma":0.009861172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9505014,"about_ca_topic_score_gemma":0.992884,"domain_scores_codex":[0.9996113,0.00002458898,0.00001268373,0.0001106667,0.0001794428,0.00006131094],"domain_scores_gemma":[0.9994652,0.00003302486,0.00006387883,0.00001613825,0.0003060901,0.0001157382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003447951,0.00006902751,0.9185252,0.0001676263,0.00009518269,0.0006488831,0.01137339,0.001136076,0.02548585,0.000405452,0.009365838,0.03238255],"study_design_scores_gemma":[0.000007730165,0.00006717721,0.9934675,0.00001313021,0.00001270523,0.00004252718,0.001439444,0.0002665363,0.0005948285,0.00002226106,0.004053412,0.00001284259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906374,0.0001426389,0.0003101579,0.000162661,0.0000114091,0.0000584704,0.001605657,0.00006600495,0.007005603],"genre_scores_gemma":[0.9754877,0.0002615801,0.001794777,0.00007843033,0.000005828883,0.00009294258,0.001549456,0.00002799369,0.02070131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04949862,"threshold_uncertainty_score":0.09958017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007473887832753424,"score_gpt":0.174454908585461,"score_spread":0.1669810207527076,"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."}}