{"id":"W4387460832","doi":"10.1101/2023.10.05.561098","title":"Mimetic butterfly wings through mimetic butterfly eyes","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Science Foundation","keywords":"Butterfly; Brightness; Optometry; Biology; Ecology; Optics; Medicine; Physics","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":[0.00005217892,0.0002132498,0.0001142254,0.0001423317,0.0001297914,0.0002468155,0.0001645224,0.0002019006,0.001761601],"category_scores_gemma":[0.00009869719,0.0001132641,0.0002226298,0.00005159521,0.000185372,0.0001916569,0.0002325289,0.0001942795,0.0001642877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317971,"about_ca_system_score_gemma":0.00009843872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502432,"about_ca_topic_score_gemma":0.002759316,"domain_scores_codex":[0.9999639,0.000005470574,0.000001138765,0.00001516863,0.000007158371,0.000007184929],"domain_scores_gemma":[0.9999573,0.000008178284,0.00001412139,0.000006786971,0.000004819568,0.000008909334],"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":[0.0001318618,0.00002129415,0.01578383,0.00004825363,0.0000308957,0.0002101661,0.00005235246,0.008112622,0.9696455,0.001665988,0.0001702399,0.004126973],"study_design_scores_gemma":[0.00009102876,0.0007203252,0.2982034,0.0000357278,0.000142153,0.001664239,0.0006572335,0.3341085,0.3501202,0.005255853,0.00894109,0.00006021243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992964,0.00007326035,0.005176147,0.00004259174,0.000005120773,0.000003570923,0.00007284492,0.00006592221,0.00159643],"genre_scores_gemma":[0.9975374,0.00002370913,0.001754445,0.00002292564,0.000001025942,0.000002867934,0.00003768712,0.000007263915,0.0006126601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002502432,"threshold_uncertainty_score":0.005893171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04819984728024086,"score_gpt":0.2162681154384519,"score_spread":0.1680682681582111,"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."}}