{"id":"W7106217776","doi":"10.5281/zenodo.17665760","title":"Lagynodes acuticornis","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scape; Pedicel; Arthropod mouthparts; Seta; Head (geology); Sulcus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008001762,0.0007290915,0.0002320713,0.00134603,0.00125162,0.0003432288,0.0003077944,0.0003543532,0.01178241],"category_scores_gemma":[0.0002662184,0.0001838403,0.0001201459,0.0006388948,0.0003820948,0.0008105946,0.0008284876,0.0004384485,0.002503498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005963734,"about_ca_system_score_gemma":0.0005126382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008108804,"about_ca_topic_score_gemma":0.01241471,"domain_scores_codex":[0.9999385,0.000006458411,0.000005108693,0.00002374636,0.00001433878,0.00001190528],"domain_scores_gemma":[0.9999342,0.00001139658,0.00002225258,0.000005915456,0.00001587173,0.00001036377],"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":[0.000624182,0.0002482953,0.03386891,0.001779276,0.00005457467,0.006706171,0.00211222,0.001672504,0.08439624,0.01202622,0.02518442,0.831327],"study_design_scores_gemma":[0.0002360819,0.0005419045,0.3129243,0.001603401,0.0001150203,0.02122749,0.002811189,0.001863706,0.01125091,0.006927958,0.6404229,0.00007514277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5480834,0.02230581,0.006581552,0.0006357954,0.0009378317,0.0004562468,0.002458731,0.0006907755,0.4178497],"genre_scores_gemma":[0.935792,0.004985201,0.004197842,0.0005924308,0.0001320984,0.0001715475,0.001139197,0.0000332167,0.05295651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178241,"threshold_uncertainty_score":0.03941607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05730061337562692,"score_gpt":0.2181375951801278,"score_spread":0.1608369818045009,"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."}}