{"id":"W6949516686","doi":"10.5281/zenodo.14286027","title":"Perilampus sirsiris","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Orthoptera Research and Taxonomy","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; Dorsum; Synonym (taxonomy); Pedicel; Scape","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003839564,0.0000937618,0.00007879971,0.00004170643,0.001370004,0.001422993,0.0005446645,0.0000450615,0.03698552],"category_scores_gemma":[0.000141592,0.00004415563,0.00006734495,0.000525988,0.00009280207,0.0002314738,0.0005052547,0.0002050544,0.01495594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005475049,"about_ca_system_score_gemma":0.000001286479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001934947,"about_ca_topic_score_gemma":0.000001006149,"domain_scores_codex":[0.9988021,0.0001461816,0.0001242228,0.0003331771,0.0002559884,0.0003382751],"domain_scores_gemma":[0.9995205,0.00004076503,0.00001799923,0.00008649613,0.0001529805,0.0001812121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001953813,0.00004505745,0.00000630957,0.00002200395,0.00001948862,0.00003378384,0.0001184152,0.000001569562,0.0202736,0.002467748,0.09422944,0.882763],"study_design_scores_gemma":[0.00005490467,0.0002111308,0.0009860814,0.00001781733,0.000003544713,0.00006613557,0.0001280167,0.0002345683,0.0003926781,0.0001749946,0.9976249,0.0001052623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.495941,0.001012515,0.0004130402,0.006804951,0.0003001591,0.0006926699,0.0005004012,0.003008231,0.491327],"genre_scores_gemma":[0.9967815,0.00009663031,0.00005394495,0.00008340935,0.0003194337,3.86558e-8,0.0008826473,0.00005530296,0.00172708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9033954,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749896921409783,"score_gpt":0.2234043474732662,"score_spread":0.1859053782591684,"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."}}