{"id":"W4283692674","doi":"10.1186/s12915-022-01341-z","title":"Transcriptomic evidence for visual adaptation during the aquatic to terrestrial metamorphosis in leopard frogs","year":2022,"lang":"en","type":"article","venue":"BMC Biology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Environment Research Council; Sight Research UK; Smithsonian Institution; National Science Foundation","keywords":"Biology; Metamorphosis; Adaptation (eye); Juvenile; Transcriptome; Evolutionary biology; Ecology; Sensory system; Gene expression; Gene; Zoology; Genetics; Neuroscience; Larva","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":[0.0004594335,0.00009412255,0.0001507133,0.00004521936,0.0001827069,0.000006231587,0.0002783609,0.00005144245,0.0006546879],"category_scores_gemma":[0.0001303226,0.00006699054,0.000076266,0.0001699741,0.0001256435,0.00004202481,0.0001374874,0.000101326,0.00007983674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823712,"about_ca_system_score_gemma":0.00002328786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008043,"about_ca_topic_score_gemma":0.003581463,"domain_scores_codex":[0.9987805,0.0003417816,0.0002242304,0.0003222854,0.00007186661,0.0002593183],"domain_scores_gemma":[0.9994652,0.000301218,0.00005835164,0.000135567,0.000001113297,0.00003860683],"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":[0.002557589,0.0001715192,0.4626402,0.00001433439,0.00002921542,0.000003739136,0.00330111,0.01402368,0.5058703,0.0001508165,0.0009754344,0.01026203],"study_design_scores_gemma":[0.004452614,0.002784011,0.9046074,0.00002370906,0.00008463713,0.00004777939,0.003298064,0.03223202,0.007999206,0.001333797,0.04235821,0.0007786055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948111,0.0001161123,0.003230858,0.0006320878,0.0004750184,0.0006693917,0.000009655715,0.00001666823,0.00003912931],"genre_scores_gemma":[0.9980557,0.000008538887,0.0008336599,0.0003420045,0.00007644364,0.0004539015,0.000009621495,0.000007475724,0.0002126465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4978711,"threshold_uncertainty_score":0.7168373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07054643992920778,"score_gpt":0.3097835404431488,"score_spread":0.239237100513941,"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."}}