{"id":"W4401977532","doi":"10.3389/fcell.2024.1437613","title":"Visual input regulates melanophore differentiation","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cell and Developmental Biology","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Mount Royal University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Melanophore; Biology; Cell biology; Neuroscience; Chromatophore; Genetics","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":[0.00005753845,0.0002673202,0.0001642071,0.0001645139,0.0001978755,0.000459263,0.000131275,0.0002070004,0.002218955],"category_scores_gemma":[0.00008238811,0.0001338191,0.000213333,0.00005156043,0.0001930434,0.0002279757,0.000302117,0.0003729881,0.0003500533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003645603,"about_ca_system_score_gemma":0.0001590452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182508,"about_ca_topic_score_gemma":0.001477325,"domain_scores_codex":[0.9999002,0.000009329923,0.000007098901,0.00003106575,0.00002309945,0.00002906186],"domain_scores_gemma":[0.9998971,0.00001534137,0.00003494144,0.00000559022,0.000018772,0.00002827907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003454346,0.000003903057,0.0003862572,0.00003192195,0.000001896547,0.0000290261,0.000007670056,0.00001424938,0.998706,0.00003243201,0.00002160314,0.0007305813],"study_design_scores_gemma":[0.00001217605,0.0002674853,0.09871835,0.00003779636,0.00002226538,0.0002822588,0.0001026235,0.0007282639,0.8948417,0.00008398902,0.004892243,0.00001082903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897261,0.003983491,0.001691302,0.00008360558,0.00003053771,0.00002041726,0.0003527005,0.0001054376,0.004006386],"genre_scores_gemma":[0.9922807,0.00132583,0.001012135,0.00007849943,0.00001314806,0.00002261832,0.0003311531,0.00002692665,0.004908962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002218955,"threshold_uncertainty_score":0.007423162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101480703050174,"score_gpt":0.2305571881603295,"score_spread":0.2204091178553121,"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."}}