{"id":"W87215003","doi":"10.3133/fs20133055","title":"Reproductive health of yellow perch, Perca flavescens, in Chesapeake Bay Tributaries","year":2013,"lang":"en","type":"article","venue":"Fact sheet","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perch; Spawn (biology); Tributary; Fishery; Bay; Estuary; Chesapeake bay; Brackish water; Recreational fishing; Geography; Oceanography; Biology; Fishing; Ecology; Fish <Actinopterygii>; Salinity; Archaeology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003156302,0.0001116327,0.0002331335,0.0000380545,0.0001047379,0.000007236506,0.0001481021,0.00004407718,0.004191217],"category_scores_gemma":[0.0001177841,0.0000976098,0.00003499763,0.0001665648,0.0002849906,0.0002188696,0.0002227896,0.0001168227,0.0005980406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402006,"about_ca_system_score_gemma":0.000009733708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614431,"about_ca_topic_score_gemma":0.005305864,"domain_scores_codex":[0.9989517,0.00007517418,0.0002226355,0.000326095,0.000127446,0.0002969335],"domain_scores_gemma":[0.9995832,0.00004161099,0.00007446827,0.0002517756,0.000007038095,0.00004193759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001497788,0.0001449686,0.8495323,0.00002793274,0.00002193564,0.000002200579,0.00469383,0.0001471766,0.0002444398,0.00007291671,0.1433797,0.001717538],"study_design_scores_gemma":[0.0001898091,0.0001072893,0.9886604,0.000006950725,0.000003280851,6.424497e-7,0.001223853,0.00004472546,0.0001622139,0.0006074701,0.008898037,0.00009535703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723473,0.00003616323,0.00002304287,0.009225845,0.0001322673,0.0004905956,0.000008436481,0.00002708823,0.0177093],"genre_scores_gemma":[0.9958609,0.0001207794,0.000393742,0.000924167,0.00001818508,0.00003929746,0.00001020924,0.000006808302,0.002625935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139128,"threshold_uncertainty_score":0.9967191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009715686241818946,"score_gpt":0.2256363562490211,"score_spread":0.2159206700072021,"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."}}