{"id":"W3121478279","doi":"10.1038/s41589-020-00692-4","title":"To protect and emit beauty","year":2021,"lang":"en","type":"letter","venue":"Nature Chemical Biology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cuticle (hair); Facilitator; Beauty; Chemistry; Nanotechnology; Biology; Materials science; Genetics; Psychology; Art; Aesthetics","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":[0.004034093,0.001159576,0.001307554,0.0007137624,0.01211993,0.007022823,0.002333437,0.1328895,0.02247787],"category_scores_gemma":[0.01367553,0.001419801,0.001670906,0.0005423654,0.005099121,0.004703762,0.004674098,0.07927907,0.01727041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005054348,"about_ca_system_score_gemma":0.01183872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04299014,"about_ca_topic_score_gemma":0.1108628,"domain_scores_codex":[0.9948092,0.000600112,0.0002986282,0.0005730326,0.001858728,0.001860404],"domain_scores_gemma":[0.9942818,0.001957602,0.0002826328,0.0002950697,0.001145713,0.002037148],"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":[0.00005306854,0.0000961863,0.0007857924,0.0000326058,0.00002075886,0.0006623059,0.0002957344,0.00005461434,0.0006008274,0.01619533,0.9723089,0.008893879],"study_design_scores_gemma":[0.00007178278,0.00004092884,0.001138739,0.00009686263,0.00001681271,0.0004238492,0.000429926,0.0001752621,0.0002492731,0.01040912,0.9868911,0.00005638062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001110208,0.001308993,0.0003527939,0.9302825,0.0241801,0.0000635231,0.00007807174,0.00007419998,0.04254974],"genre_scores_gemma":[0.002605309,0.0002220341,0.0001773937,0.923034,0.005421286,0.00005002445,0.00002019228,0.00001950286,0.06845038],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1328895,"threshold_uncertainty_score":0.08547986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005090899767739787,"score_gpt":0.2217320817913471,"score_spread":0.2166411820236073,"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."}}