{"id":"W3184039487","doi":"10.1643/i2019334","title":"Response to Salinity Challenge in Non-native Cichlid Fishes of the Genus Herichthys Introduced in the Gulf Coast Region of the United States","year":2021,"lang":"en","type":"article","venue":"Ichthyology & Herpetology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Salinity; Brackish water; Euryhaline; Biology; Cichlid; Introduced species; Genus; Ecology; Geography; Oceanography; Fishery; Fish <Actinopterygii>; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001176009,0.0001726408,0.0003983317,0.00009041232,0.0001440308,0.000003128594,0.0007773479,0.000170131,0.0001512243],"category_scores_gemma":[0.001052323,0.0001038357,0.00007272432,0.001118604,0.001113834,0.00004903498,0.00105786,0.000367054,0.00001887495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009225468,"about_ca_system_score_gemma":0.00003272529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110952,"about_ca_topic_score_gemma":0.07893485,"domain_scores_codex":[0.995945,0.002697297,0.0004417573,0.0003875191,0.0001623695,0.0003660712],"domain_scores_gemma":[0.997787,0.001259043,0.0002384415,0.0006548875,0.00003885201,0.0000218045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093081,0.0006594227,0.9498904,0.00002423053,0.0001111297,0.0001714865,0.02743612,0.002959379,0.00141403,0.0003600474,0.01542064,0.0004600011],"study_design_scores_gemma":[0.0006239037,0.0002442317,0.9832554,0.00001542602,0.00002810599,0.00002722586,0.005754417,0.00005960315,0.0008667082,0.001476681,0.007547365,0.0001008664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921737,0.00004361837,0.00002477032,0.07604343,0.0003233931,0.0004449138,0.000007212846,0.000006614789,0.001369032],"genre_scores_gemma":[0.9930925,0.0001161715,0.00005187183,0.006364607,0.0000136225,0.00008351429,0.000004396493,0.000008968506,0.0002642924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0778239,"threshold_uncertainty_score":0.9378722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661992825940718,"score_gpt":0.2483475209543736,"score_spread":0.2317275926949665,"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."}}