{"id":"W7163333558","doi":"10.5281/zenodo.20528014","title":"Psyllaephagus trioziphagus","year":2023,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Paleopathology and ancient diseases","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Simple eye in invertebrates; Scutellum; Pedicel; Scape; Crest; Beak; Antenna (radio); Keel","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001088843,0.000330908,0.0003229088,0.0006663859,0.0107848,0.002313895,0.001412584,0.0001352619,0.1011382],"category_scores_gemma":[0.0007692642,0.0003578239,0.0002082487,0.0007835337,0.0009990196,0.000465985,0.001340328,0.0004531496,0.1234092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034034,"about_ca_system_score_gemma":0.00001003195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000115699,"about_ca_topic_score_gemma":7.467028e-7,"domain_scores_codex":[0.9965204,0.0006616652,0.0004913973,0.0007853284,0.000545898,0.0009952935],"domain_scores_gemma":[0.998,0.00006684712,0.0001889834,0.000668536,0.0006744218,0.0004011704],"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":[0.0002061638,0.0004571392,0.00001848775,0.0002421273,0.0001310434,0.0003192352,0.01270515,0.00005738217,0.0004506284,0.0739674,0.8102575,0.1011877],"study_design_scores_gemma":[0.0009064125,0.0004016584,0.001650808,0.00008568758,0.00007536045,0.00008527319,0.003101348,0.0004249835,0.00007198524,0.001015228,0.9917756,0.0004056011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1454736,0.004077629,0.0001898885,0.002905246,0.002317098,0.001281606,0.004519254,0.005719706,0.833516],"genre_scores_gemma":[0.9615811,0.001017452,0.00001009125,0.000396127,0.001197921,8.586982e-8,0.003691177,0.002016301,0.03008976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8161075,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07111155942825106,"score_gpt":0.2619671686961287,"score_spread":0.1908556092678776,"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."}}