{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002182208,0.0001026531,0.0001068949,0.00001723022,0.001366859,0.0004167515,0.0005079848,0.00006868074,0.01458861],"category_scores_gemma":[0.0001782739,0.00005564932,0.00005288921,0.0004202361,0.00006244495,0.00008672287,0.0005314129,0.0001552856,0.003716821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003618667,"about_ca_system_score_gemma":0.000001615644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000160084,"about_ca_topic_score_gemma":0.000003446605,"domain_scores_codex":[0.9988224,0.0002123916,0.0001523026,0.000312603,0.000212724,0.0002876006],"domain_scores_gemma":[0.9993844,0.00003747609,0.00005322927,0.0001091718,0.0002734098,0.000142286],"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":[0.00003905538,0.000180392,0.00006351123,0.00002080916,0.00003110385,0.00008617915,0.0001386078,0.00001980803,0.4565336,0.002074676,0.07621963,0.4645927],"study_design_scores_gemma":[0.000115661,0.0001247725,0.004662748,0.00001292679,0.000006524705,0.0001715305,0.0001379091,0.00004124402,0.01201016,0.0001546642,0.9824247,0.0001371754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8528907,0.0003161227,0.00007789482,0.001593138,0.0001900281,0.0002115023,0.0004555279,0.0004839271,0.1437812],"genre_scores_gemma":[0.9958637,0.0001664779,0.0001025332,0.0002467783,0.0003321673,2.168498e-8,0.002291784,0.0000425436,0.0009540035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9062051,"threshold_uncertainty_score":0.9999332,"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."}}