{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001519963,0.0003024865,0.0002290831,0.00007179722,0.0002321249,0.00009062001,0.0003793798,0.00115215,0.0002199935],"category_scores_gemma":[0.00009294548,0.0003011779,0.0001771263,0.00004504651,0.00008995317,0.00000732851,0.00009562383,0.0004812017,0.0003879269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009746874,"about_ca_system_score_gemma":0.00009117997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004337919,"about_ca_topic_score_gemma":0.00001348599,"domain_scores_codex":[0.9984304,0.0001183389,0.0002348621,0.0005776534,0.0002849339,0.0003538595],"domain_scores_gemma":[0.9988298,0.000009728448,0.0002727659,0.0007470851,0.00008399643,0.0000566304],"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":[0.00003376579,0.00001374682,0.002167222,0.00003064231,0.00006344778,0.000021148,0.00002424806,0.000003153229,0.005503174,0.000005712202,0.9913799,0.0007538933],"study_design_scores_gemma":[0.0003169888,0.00005339836,0.005479671,0.00007701766,0.00004917617,0.00001376172,0.000007020639,0.000003494908,0.004217586,0.0000802008,0.9893301,0.0003715875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2234524,0.01706995,0.009345293,0.6130216,0.03939632,0.003528452,0.0006008803,0.0003742122,0.093211],"genre_scores_gemma":[0.3667665,0.001020109,0.002138908,0.1427484,0.06071657,0.000313589,0.03699586,0.0003976825,0.3889025],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4702731,"threshold_uncertainty_score":0.999944,"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."}}