{"id":"W6911124081","doi":"10.5281/zenodo.10406229","title":"Scipopus (Phaeopterina) dasypogon Lindsay & Marshall 2023, comb. nov.","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"White (mutation); Distribution (mathematics); Differential (mechanical device); Field (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006888225,0.0007370134,0.0001793044,0.0008901199,0.001405926,0.000371148,0.0003028764,0.0004120749,0.009324146],"category_scores_gemma":[0.0003660893,0.0002274119,0.0001426826,0.0005719246,0.0005273251,0.0009024265,0.0009146664,0.0007344489,0.003483183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107495,"about_ca_system_score_gemma":0.0004768878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006147446,"about_ca_topic_score_gemma":0.01364661,"domain_scores_codex":[0.9999285,0.000005653235,0.000007447923,0.0000223122,0.00002694439,0.000009247705],"domain_scores_gemma":[0.9998976,0.00001707611,0.00003622431,0.000009031593,0.00002045602,0.0000195488],"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":[0.0005956143,0.00009667078,0.04219878,0.001370895,0.00009426368,0.004753135,0.001655676,0.001133077,0.02307856,0.005114374,0.05319226,0.8667167],"study_design_scores_gemma":[0.000184392,0.0003833368,0.3560022,0.0009812503,0.0002293678,0.02006338,0.002570144,0.001165206,0.00598067,0.003000307,0.6093848,0.00005498081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3882681,0.0149255,0.01054701,0.001783409,0.002577356,0.001970903,0.01475286,0.0007274642,0.5644473],"genre_scores_gemma":[0.9273204,0.008858075,0.007454732,0.001263445,0.0004057544,0.0004712259,0.004920008,0.00006206384,0.04924437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009324146,"threshold_uncertainty_score":0.03119236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08348816603435717,"score_gpt":0.3016619948280413,"score_spread":0.2181738287936842,"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."}}