{"id":"W6968936915","doi":"10.5281/zenodo.4681773","title":"Rubus villosus Aiton (Aiton 1789","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubus; Herbarium; Epithet; Context (archaeology); Botanical garden; Type (biology)","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":[0.00007529458,0.0003040655,0.0001630786,0.00160526,0.0009622722,0.0004336869,0.000382009,0.0002435689,0.01889633],"category_scores_gemma":[0.0002042473,0.0001135878,0.00008080766,0.0008615338,0.0003899795,0.001113209,0.000805505,0.0003197662,0.00565203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005473444,"about_ca_system_score_gemma":0.0002052837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005321162,"about_ca_topic_score_gemma":0.01862275,"domain_scores_codex":[0.9999149,0.000007765017,0.0000071964,0.00002912966,0.00002854743,0.00001261663],"domain_scores_gemma":[0.9999315,0.00001288205,0.00001938847,0.000005853284,0.00001918515,0.00001123858],"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":[0.0002565663,0.00006158643,0.01565468,0.001209642,0.00002088394,0.003492994,0.003584569,0.0001313598,0.0259115,0.01330876,0.04873655,0.8876309],"study_design_scores_gemma":[0.000009190619,0.00009972209,0.08505937,0.0003912871,0.00001646968,0.004296651,0.001792767,0.0000593363,0.001966429,0.001647937,0.9046447,0.00001621926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2022362,0.02626119,0.002888491,0.0006835978,0.001359314,0.0002966333,0.002632909,0.0002731158,0.7633687],"genre_scores_gemma":[0.729687,0.01021381,0.007125119,0.0007956182,0.0003957496,0.0001552101,0.002450337,0.00007572933,0.2491014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01889633,"threshold_uncertainty_score":0.06321454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827153861086694,"score_gpt":0.2073303140790291,"score_spread":0.1690587754681622,"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."}}