{"id":"W1965267144","doi":"10.1890/1540-9295-8.7.392","title":"Let's pray for the lamprey","year":2010,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lamprey; Petromyzon; Spawn (biology); NOMINATE; Fishery; Fishing; Fish migration; Geography; Fish <Actinopterygii>; Biology","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":[0.001307432,0.0009118123,0.0009484771,0.00115572,0.004548156,0.005213012,0.001229071,0.005687274,0.0268387],"category_scores_gemma":[0.0059827,0.0004407615,0.000790489,0.0005353931,0.005202755,0.005574652,0.002671884,0.01587234,0.02646551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186583,"about_ca_system_score_gemma":0.002234113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699075,"about_ca_topic_score_gemma":0.03384128,"domain_scores_codex":[0.9983103,0.0002843669,0.00008207404,0.0004594268,0.000661702,0.0002020318],"domain_scores_gemma":[0.9956146,0.0006787024,0.000243233,0.0002749515,0.002065051,0.001123484],"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":[0.00002573899,0.000009643089,0.0002908681,0.00007702374,0.000007972945,0.0002062523,0.0004642031,0.00000987836,0.0002973658,0.002324557,0.9688097,0.02747677],"study_design_scores_gemma":[0.000003439946,0.00001612662,0.0004814298,0.0001175471,0.000004438205,0.0005784482,0.0006233284,0.000006772231,0.0001081973,0.000867262,0.9971797,0.00001330002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001491571,0.06750916,0.001180628,0.7450674,0.1207774,0.00002227872,0.0002709971,0.0009171876,0.06276352],"genre_scores_gemma":[0.01370262,0.02515193,0.002081305,0.6054208,0.03773325,0.00003978694,0.0001803738,0.0005942826,0.3150957],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0268387,"threshold_uncertainty_score":0.08978438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009035991793040458,"score_gpt":0.2215332184189515,"score_spread":0.212497226625911,"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."}}