{"id":"W6949498826","doi":"10.5281/zenodo.15262637","title":"Perilampus arasy Yoo and Darling 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Simple eye in invertebrates; Iridescence; Holotype; Dorsum; Pedicel; Sternum; Scape","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":[0.0001980518,0.0007892415,0.0003978441,0.001104,0.0009053318,0.0004454177,0.0006585688,0.0006663532,0.006045524],"category_scores_gemma":[0.000569374,0.0003001793,0.0002799861,0.0007880639,0.0005244201,0.001235283,0.0007169737,0.000749839,0.002633843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004356376,"about_ca_system_score_gemma":0.0005063788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006103561,"about_ca_topic_score_gemma":0.01249441,"domain_scores_codex":[0.9998351,0.00001747493,0.00001965674,0.00005313498,0.00004325264,0.00003131226],"domain_scores_gemma":[0.9997771,0.00004875638,0.00008767456,0.00002579887,0.00003741869,0.00002314648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009781749,0.0002380899,0.03628156,0.002066529,0.000150613,0.009724133,0.003365593,0.001462007,0.03310158,0.005427921,0.0200059,0.8871979],"study_design_scores_gemma":[0.0004463395,0.0007573884,0.4626712,0.001841175,0.0004811541,0.03722712,0.003554508,0.001706561,0.005143249,0.00274628,0.4833071,0.0001179354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6127474,0.04947218,0.008266217,0.001388405,0.00217945,0.001399879,0.00625524,0.0005352821,0.317756],"genre_scores_gemma":[0.9412226,0.01011961,0.01504446,0.001510978,0.0003352478,0.0007960434,0.004060273,0.00005402873,0.02685683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006103561,"threshold_uncertainty_score":0.02022427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295212591442125,"score_gpt":0.2325854781135558,"score_spread":0.2030642189693433,"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."}}