{"id":"W6949999552","doi":"10.5281/zenodo.5933891","title":"Disparalona (Leptorhynchus) hamata","year":2019,"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":"","funders":"","keywords":"Rostrum; Seta; Sternum; Dorsum; Head (geology); Keel; Anterior surface","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002643541,0.00009588386,0.0001107394,0.00001919433,0.0008014104,0.0002677687,0.0006974843,0.00006470144,0.06007596],"category_scores_gemma":[0.0001002905,0.00004496215,0.00004997586,0.0002666626,0.00006868511,0.0001293555,0.0005434871,0.0001309788,0.03335022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005056896,"about_ca_system_score_gemma":4.843084e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004321109,"about_ca_topic_score_gemma":0.000002155778,"domain_scores_codex":[0.9989381,0.0001511207,0.0001344596,0.0003133526,0.0001613428,0.0003016584],"domain_scores_gemma":[0.9995577,0.0000257871,0.00004970992,0.0001225158,0.000128712,0.0001155774],"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":[0.00009757435,0.0001470551,0.0002817431,0.00002285608,0.00002656297,0.000004287735,0.0001592849,0.000004317137,0.2042704,0.005435602,0.280614,0.5089363],"study_design_scores_gemma":[0.0001299547,0.00023843,0.01692308,0.000007823415,0.000002515605,0.00002579176,0.0001132443,0.00004768387,0.0004669958,0.0001612339,0.9817634,0.0001198868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221679,0.00007219167,0.0000266086,0.001459133,0.0001591519,0.0002669332,0.000152694,0.0005194183,0.1751759],"genre_scores_gemma":[0.9950638,0.00003923876,0.0000188353,0.0002779897,0.0001949488,1.455598e-8,0.001778541,0.00004470208,0.002581904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7011494,"threshold_uncertainty_score":0.9674025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540006247499176,"score_gpt":0.2083713183789917,"score_spread":0.182971255904,"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."}}