{"id":"W4312958851","doi":"10.1016/bs.fp.2022.04.015","title":"A conservation physiological perspective on dam passage by fishes","year":2022,"lang":"en","type":"book-chapter","venue":"Fish physiology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fish migration; Biology; Fish <Actinopterygii>; Downstream (manufacturing); Upstream (networking); Perspective (graphical); Ecology; Fishery; Environmental resource management; Environmental planning; Geography; Operations management; Environmental science; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001016162,0.0003825203,0.0004960946,0.00004064734,0.0004161678,0.00000777055,0.0003834005,0.0003092699,0.05276929],"category_scores_gemma":[0.00006063272,0.0003550141,0.0001483917,0.0000411254,0.0006599939,0.00008601396,0.0008974944,0.0006167677,0.001275718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520618,"about_ca_system_score_gemma":0.000008202104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008856389,"about_ca_topic_score_gemma":0.0003199943,"domain_scores_codex":[0.9982322,0.00009531397,0.0002314146,0.0008864157,0.000205207,0.0003493736],"domain_scores_gemma":[0.9991499,0.0001924147,0.0002345915,0.0003642015,0.00001231901,0.00004655617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007493405,0.00009855668,0.000214413,0.00000757458,0.0001242676,0.00001668774,0.000082611,0.0000403769,0.0003009291,0.03976168,0.9592199,0.000058029],"study_design_scores_gemma":[0.0002962775,0.0008028514,0.07868262,0.000008129411,0.0000517058,0.000001656225,0.00008546786,0.00001503976,0.000009188401,0.06321277,0.8564097,0.0004246442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006436609,0.0000190313,0.000001622774,0.007817741,0.00035522,0.0004933374,0.0002401192,0.0001215431,0.9845148],"genre_scores_gemma":[0.07011045,0.000897943,0.00004393195,0.06276048,0.0002874259,0.0004440961,0.001296275,0.0000893711,0.86407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1204448,"threshold_uncertainty_score":0.9998902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808862724790996,"score_gpt":0.2240943282290015,"score_spread":0.2060057009810916,"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."}}