{"id":"W6913083380","doi":"10.5281/zenodo.8065328","title":"Calocybe","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant-based Medicinal Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Pileus; Stipe (mycology); Basidiocarp; Context (archaeology); Stipule","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002216939,0.0001422099,0.0001563762,0.0004103052,0.0022536,0.000170395,0.001005378,0.0001583676,0.0386016],"category_scores_gemma":[0.001653252,0.0001451371,0.00005449596,0.001097593,0.0003050281,0.0001277485,0.0008830264,0.0009046487,0.0887311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598664,"about_ca_system_score_gemma":0.00001081883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001411149,"about_ca_topic_score_gemma":3.826841e-7,"domain_scores_codex":[0.9974086,0.0007912499,0.0002304281,0.0003831289,0.0004594701,0.0007270927],"domain_scores_gemma":[0.9985944,0.0001918718,0.00005846589,0.0003201034,0.0003738443,0.000461283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000235631,0.0001191196,0.0000197899,0.00006784614,0.00006598601,0.0002342581,0.0006684852,0.0001292763,0.03690465,0.003032742,0.7870144,0.1715078],"study_design_scores_gemma":[0.000839696,0.0002046426,0.0008158546,0.0000153424,0.00001934336,0.0001242818,0.0002611621,0.001798475,0.003835947,0.0001975638,0.9917397,0.0001479668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3741619,0.0002665991,0.0008750424,0.009574098,0.00102229,0.001310119,0.001169608,0.005165666,0.6064547],"genre_scores_gemma":[0.9845136,0.000463907,0.00005187562,0.001173968,0.0004347125,1.64472e-7,0.003072804,0.001228474,0.009060488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6103517,"threshold_uncertainty_score":0.9990453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2186770168028235,"score_gpt":0.4287180088691586,"score_spread":0.2100409920663351,"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."}}