{"id":"W2760395599","doi":"10.1111/evo.13369","title":"Digest: Frog spots show broken receptors might work harder*","year":2017,"lang":"en","type":"letter","venue":"Evolution","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Spots; Evolutionary biology; Work (physics); Zoology; Botany","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":[0.001033773,0.0005581059,0.0005204934,0.0002681771,0.001198736,0.001540244,0.0008386325,0.014215,0.008507795],"category_scores_gemma":[0.006299745,0.0002097487,0.0005224611,0.0001339893,0.00216853,0.001767281,0.0005285356,0.01405957,0.007996119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352423,"about_ca_system_score_gemma":0.0004086097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460866,"about_ca_topic_score_gemma":0.001566931,"domain_scores_codex":[0.9995111,0.0001249109,0.00005083625,0.0001331009,0.0001022412,0.00007774969],"domain_scores_gemma":[0.9979694,0.001051896,0.0001849782,0.0001780773,0.0004001066,0.0002155034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004009824,0.00008409828,0.003766413,0.000138512,0.00005907287,0.01956286,0.0002699545,0.0001066839,0.003508947,0.01314769,0.9252683,0.03368646],"study_design_scores_gemma":[0.0002531503,0.0002148031,0.004148008,0.000203609,0.00006580491,0.03498963,0.0008832845,0.0007835589,0.003283085,0.02511748,0.9299703,0.00008744162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00436637,0.003873237,0.0007453886,0.9607909,0.02110166,0.00002229698,0.0000864168,0.0001990753,0.008814614],"genre_scores_gemma":[0.0599386,0.004037436,0.001156851,0.8407172,0.05152733,0.0000533228,0.0001138676,0.00008892598,0.04236658],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.014215,"threshold_uncertainty_score":0.0284614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150147810693279,"score_gpt":0.2396161981785881,"score_spread":0.2281147200716553,"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."}}