{"id":"W2894530323","doi":"10.1007/978-3-319-75935-7_15","title":"Case Study: Gill Plasticity in Larval Fishes","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Plasticity; Biology; Hypoxia (environmental); Phenotypic plasticity; Developmental plasticity; Larva; Ecology; Biophysics; Ion transporter; Oxygen; Chemistry; Membrane; Biochemistry; Materials science","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":[0.0002228396,0.0004803549,0.0003253232,0.0005405922,0.0008317223,0.0009842564,0.0007623542,0.001491725,0.01618527],"category_scores_gemma":[0.000483583,0.0001053641,0.0003035288,0.0006757846,0.001493199,0.001341205,0.001356548,0.001501583,0.003697324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007755188,"about_ca_system_score_gemma":0.0005135764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179858,"about_ca_topic_score_gemma":0.009651853,"domain_scores_codex":[0.9999073,0.00001548863,0.000005001667,0.00002647237,0.00003149013,0.00001432956],"domain_scores_gemma":[0.9999114,0.00004728294,0.000005644557,0.000006636803,0.00001753663,0.00001148881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00007427949,0.00008814509,0.001426185,0.0008926466,0.0000197336,0.00622656,0.003523919,0.001148361,0.008081638,0.1567317,0.4175968,0.4041901],"study_design_scores_gemma":[0.000003163693,0.0000495755,0.002530788,0.0002602345,0.000009317429,0.005321607,0.001392653,0.000300088,0.001180773,0.030275,0.9586562,0.00002070283],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02317143,0.1195165,0.01805436,0.03582391,0.01146364,0.0001084562,0.0004168128,0.0003127224,0.7911321],"genre_scores_gemma":[0.05949823,0.0484281,0.01139778,0.007119931,0.00377383,0.00007918602,0.0001757683,0.0002018722,0.8693253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01618527,"threshold_uncertainty_score":0.05414516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419389590891191,"score_gpt":0.234337930501404,"score_spread":0.1923989714122849,"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."}}