{"id":"W4400454354","doi":"10.1007/s10750-024-05633-z","title":"Factors influencing European river lamprey passage at a tidal river barrier","year":2024,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"European Maritime and Fisheries Fund; Natural England; European Commission; Marine Management Organisation; Centre for Environment, Fisheries and Aquaculture Science; University of Hull","keywords":"Lamprey; Ecology; Fishery; Geography; Environmental science; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002293618,0.0001798045,0.0001337978,0.00003546929,0.0002543916,0.00002085334,0.0002184084,0.00006879298,0.004505273],"category_scores_gemma":[0.00004098542,0.0001296896,0.00007288181,0.0001277203,0.0005102328,0.0001669585,0.0009523371,0.0001502472,0.006723661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750481,"about_ca_system_score_gemma":0.000002510271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006113146,"about_ca_topic_score_gemma":0.0002797983,"domain_scores_codex":[0.9989297,0.0001067146,0.0001444945,0.0004145239,0.00007777577,0.0003267775],"domain_scores_gemma":[0.9996507,0.00007843782,0.00003109592,0.000184697,0.00000232261,0.0000527026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006802126,0.0000204815,0.8618632,0.00001557123,0.00008892447,0.0001006001,0.002689606,0.0002476955,0.005012568,0.00010265,0.1294358,0.00041605],"study_design_scores_gemma":[0.0001025216,0.00005467841,0.9099717,0.00001207486,0.00002944069,0.000002102254,0.00007238339,0.0001373082,0.0004455452,0.0002157669,0.08874557,0.0002109211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083931,0.00003947626,0.00003080721,0.0001023765,0.0003189983,0.0001337979,0.00001399085,0.0002185401,0.09074891],"genre_scores_gemma":[0.9813322,0.00002352893,0.00007003661,0.000610173,0.00003090856,0.000009094141,0.00001677782,0.00001499513,0.01789228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07293911,"threshold_uncertainty_score":0.9964048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357751127709891,"score_gpt":0.2068993497333438,"score_spread":0.1933218384562449,"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."}}