{"id":"W2761963861","doi":"10.1002/rra.3215","title":"Body size, experience, and sex do matter: Multiyear study shows improved passage rates for alewife (<scp><i>Alosa pseudoharengus</i></scp>) through small‐scale <scp>D</scp>enil and pool‐and‐weir fishways","year":2017,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada; Acadia University","funders":"Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs; Acadia University","keywords":"Alewife; Weir; Fishery; Fish <Actinopterygii>; Fish measurement; Biology; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002031531,0.0001549527,0.0001350902,0.0003325821,0.0004352118,0.0004073758,0.0002014675,0.000241317,0.00193864],"category_scores_gemma":[0.0004626135,0.0001384133,0.0001812822,0.0001968103,0.0003351676,0.0002791377,0.0002386798,0.0002275338,0.0003265049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186897,"about_ca_system_score_gemma":0.000324763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02407973,"about_ca_topic_score_gemma":0.1230562,"domain_scores_codex":[0.9998671,0.00001784043,0.000007640549,0.00004581043,0.00002532934,0.00003625625],"domain_scores_gemma":[0.9995764,0.00003836109,0.0001604902,0.00003407484,0.00005306755,0.0001376092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009823671,0.00008162429,0.9941245,0.000005926704,0.00002458167,0.0000672088,0.0002906838,0.00001588648,0.0029266,0.00001090358,0.00009008477,0.002263782],"study_design_scores_gemma":[4.307073e-7,0.00003829169,0.99967,0.000001032885,0.000002286033,0.00002019495,0.0001276401,0.00001638961,0.00005278259,0.000002140375,0.00006789879,7.883964e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996318,0.00001325643,0.00002447225,0.0000104405,0.000001120623,0.000002186486,0.00005150076,9.281698e-7,0.0002643099],"genre_scores_gemma":[0.9991434,0.00001286966,0.00006361051,0.0000186994,0.000001071833,0.000004787059,0.00008185484,0.000001274265,0.0006724905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02407973,"threshold_uncertainty_score":0.04787916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03466547926437166,"score_gpt":0.3282274918429482,"score_spread":0.2935620125785765,"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."}}