{"id":"W6967614765","doi":"10.5281/zenodo.11388848","title":"Schizopyga circulator subsp. pulchra Walley 1936","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circulator; Genus; New guinea; Optical circulator","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003211211,0.0001230856,0.000117155,0.00003178812,0.001911506,0.0008086003,0.0005513352,0.0000618607,0.01945886],"category_scores_gemma":[0.00009579651,0.00005561164,0.00008905639,0.0006156943,0.00009944448,0.0001529734,0.0006104656,0.0002168641,0.009589777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006320193,"about_ca_system_score_gemma":0.000001224397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004498468,"about_ca_topic_score_gemma":0.000003143574,"domain_scores_codex":[0.9987425,0.0001145816,0.0001654615,0.0003879976,0.0002533114,0.0003362092],"domain_scores_gemma":[0.9995396,0.00002841032,0.0000297694,0.00009651297,0.000169396,0.0001363157],"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":[0.00002395779,0.00007004201,0.00000766875,0.00004781184,0.00005860678,0.0000273217,0.0002309582,0.000003804496,0.02030246,0.004566654,0.4430702,0.5315905],"study_design_scores_gemma":[0.00007110064,0.0001655211,0.004340942,0.00003306089,0.000008700546,0.00005891159,0.0002234153,0.0001750211,0.0001021195,0.0002070657,0.9944698,0.0001443142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6229872,0.003286668,0.0001516232,0.01262397,0.002767948,0.0008667412,0.0006664119,0.004084878,0.3525646],"genre_scores_gemma":[0.9954421,0.0003868903,0.00002797589,0.0001433579,0.00140164,4.23758e-8,0.0006567505,0.00009690375,0.001844319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5513996,"threshold_uncertainty_score":0.9993879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796097371460329,"score_gpt":0.2176888131988263,"score_spread":0.189727839484223,"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."}}