{"id":"W3200033128","doi":"10.1093/molbev/msab285","title":"Simultaneous Expression of UV and Violet SWS1 Opsins Expands the Visual Palette in a Group of Freshwater Snakes","year":2021,"lang":"en","type":"article","venue":"Molecular Biology and Evolution","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Opsin; Biology; Rhodopsin; Color vision; Evolutionary biology; Retina; Gene duplication; Genetics; Gene; Neuroscience; Retinal; Biochemistry; Artificial intelligence","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":[0.00008076792,0.0002024506,0.0001456901,0.0001766068,0.0001437787,0.0002398942,0.0001198757,0.0001732498,0.0008459919],"category_scores_gemma":[0.00008205912,0.0001120583,0.0001891483,0.00008745987,0.0002665925,0.0001322464,0.000247363,0.0003023,0.0001567296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419817,"about_ca_system_score_gemma":0.0001174757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003247521,"about_ca_topic_score_gemma":0.0004949626,"domain_scores_codex":[0.9999254,0.0000074519,0.000007247331,0.00002524114,0.00001901585,0.00001558326],"domain_scores_gemma":[0.9999144,0.00001625695,0.00002510347,0.00001409003,0.000009605573,0.0000203739],"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":[0.00002527901,0.000003674955,0.001349776,0.00001314279,0.000002665186,0.0001118576,0.00001515521,0.00005074407,0.9970052,0.00006077888,0.000007979421,0.001353878],"study_design_scores_gemma":[0.000007834837,0.0002135405,0.1292507,0.00001996965,0.00005392314,0.003451386,0.0002497677,0.002442877,0.8602429,0.0002439525,0.003808528,0.00001463688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986205,0.0001986713,0.0007192161,0.00002807502,0.000003465266,0.000001489328,0.00002614938,0.00001148784,0.0003909697],"genre_scores_gemma":[0.9984819,0.0001530781,0.0006662737,0.00001551598,0.000003246983,0.000001899411,0.00006841886,0.000005378467,0.0006042491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008459919,"threshold_uncertainty_score":0.002830148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003096109909611926,"score_gpt":0.2397399997835304,"score_spread":0.2366438898739185,"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."}}