{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002020834,0.0003240105,0.0003831683,0.0001290648,0.0003377248,0.0004453812,0.0001909945,0.0005371931,0.0008861772],"category_scores_gemma":[0.0003173541,0.0002092592,0.0003232435,0.00008888255,0.0004909268,0.0002943155,0.0004631118,0.0009666073,0.0001153097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006692858,"about_ca_system_score_gemma":0.0004641371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00650328,"about_ca_topic_score_gemma":0.02365484,"domain_scores_codex":[0.9997746,0.00002804331,0.00002113329,0.00006415309,0.00004554814,0.00006655],"domain_scores_gemma":[0.9995679,0.00005098257,0.000110625,0.00003517188,0.0001038245,0.0001315246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002372512,0.0008872285,0.08831091,0.0001389799,0.00007595518,0.0002334552,0.001160151,0.0002998561,0.9034676,0.00005184675,0.0002102336,0.002791311],"study_design_scores_gemma":[0.00005233403,0.008095348,0.940328,0.00001426644,0.00004224145,0.0001116842,0.00191383,0.0006115268,0.04813486,0.0000570601,0.0006147021,0.0000240752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996898,0.00002536197,0.00001687045,0.00001906433,0.00000324061,0.00001186859,0.00003370253,0.000001909655,0.0001982779],"genre_scores_gemma":[0.9985815,0.00005856802,0.0001305248,0.0001529991,0.000003773335,0.00005492834,0.0001571747,0.000001249782,0.0008592422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00650328,"threshold_uncertainty_score":0.01293087,"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."}}