{"id":"W2494329841","doi":"10.1242/jeb.126649","title":"Amphibious fishes: evolution and phenotypic plasticity","year":2016,"lang":"en","type":"review","venue":"Journal of Experimental Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Society of Zoologists","keywords":"Phenotypic plasticity; Biology; Plasticity; Evolutionary biology; Ecology; Zoology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007400238,0.0002048371,0.0006806764,0.00003731813,0.00005916757,0.000007976355,0.0002174212,0.0002266074,0.0007737323],"category_scores_gemma":[0.00006325961,0.0001036486,0.000216029,0.0000795958,0.0003970557,0.00007318216,0.0002144664,0.0001812185,0.0001455799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390761,"about_ca_system_score_gemma":0.00001810665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006639948,"about_ca_topic_score_gemma":7.06705e-7,"domain_scores_codex":[0.9989309,0.0001071038,0.0004736031,0.0002140016,0.00008788109,0.0001864991],"domain_scores_gemma":[0.9991857,0.0001750592,0.000440784,0.00006646132,0.000007738225,0.0001242521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005996156,0.0004017324,0.00005856022,0.0001680326,0.0001223872,0.00001281394,0.00004738463,3.057486e-7,0.6077772,0.0004309214,0.003005412,0.3879152],"study_design_scores_gemma":[0.0003412222,0.0009524099,0.00006481467,0.001082689,0.0001050837,0.0002325731,0.00002796599,0.000002058148,0.002996483,0.001841951,0.9920184,0.0003343284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006878082,0.9922168,0.00007654293,0.00003181396,0.0001810544,0.000116666,0.00002911528,0.000007223242,0.0004627107],"genre_scores_gemma":[0.0685714,0.930734,0.0003551444,0.00005470247,0.0002165285,0.000007068067,0.000006940289,0.000008421054,0.00004572254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989013,"threshold_uncertainty_score":0.8471826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316663059208833,"score_gpt":0.299009823515468,"score_spread":0.2658431929233797,"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."}}