{"id":"W2901069971","doi":"10.1002/jez.2247","title":"Skin ionocyte remodeling in the amphibious mangrove rivulus fish (<i>Kryptolebias marmoratus</i>)","year":2018,"lang":"en","type":"article","venue":"Journal of Experimental Zoology Part A Ecological and Integrative Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; University of Guelph; Wilfrid Laurier University; Mount Allison University","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Salinity; Brackish water; Chemistry; Biophysics; Cell biology; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007882969,0.0001695061,0.0001470605,0.0002157757,0.0002116037,0.0001996867,0.0001337318,0.0002767412,0.001265411],"category_scores_gemma":[0.00009572668,0.000136407,0.0001995144,0.00007110627,0.0002586147,0.0002678879,0.0002551801,0.0002824161,0.0001757717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191174,"about_ca_system_score_gemma":0.0001091758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370226,"about_ca_topic_score_gemma":0.002242024,"domain_scores_codex":[0.9999299,0.000006372762,0.000005356121,0.0000226494,0.00001671466,0.00001897498],"domain_scores_gemma":[0.9999214,0.000005451042,0.00002760922,0.000005894522,0.00001554338,0.00002401869],"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":[0.0001203051,0.00001128485,0.005092,0.00002879475,0.000006753337,0.0001233673,0.00006996359,0.00002262703,0.9937161,0.00001450853,0.0000235618,0.0007708436],"study_design_scores_gemma":[0.00001585898,0.0008043075,0.7359469,0.00001263335,0.00003726056,0.001062561,0.0009353025,0.0005256748,0.2591699,0.00007131843,0.001399011,0.00001938117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989867,0.0001966968,0.000288581,0.00002398523,0.00000572544,0.000008515623,0.00008255299,0.00001314646,0.0003941994],"genre_scores_gemma":[0.9985701,0.000104769,0.0003863001,0.00003885075,0.000003224994,0.00001702825,0.00008919805,0.000005142401,0.0007854559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001370226,"threshold_uncertainty_score":0.004233181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306535792080084,"score_gpt":0.2693498934687951,"score_spread":0.2462845355479942,"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."}}