{"id":"W6912781314","doi":"10.5281/zenodo.7963041","title":"Aspicilia verrucigera Hue Nouv. Arch.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ascocarp; Hymenium; Thallus; Conidium; Temperate climate","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":[0.0001417405,0.0008299865,0.0003961667,0.001347119,0.0006543142,0.0007603836,0.0004453464,0.0003479042,0.01940998],"category_scores_gemma":[0.0001700831,0.0001715863,0.0001452141,0.001202246,0.0002502889,0.0007227465,0.0006904043,0.0006846916,0.01251348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007226332,"about_ca_system_score_gemma":0.0003001166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100874,"about_ca_topic_score_gemma":0.01918386,"domain_scores_codex":[0.9998624,0.00001990276,0.000009925557,0.00004198718,0.00004254995,0.00002327082],"domain_scores_gemma":[0.9999048,0.000008613286,0.00001924618,0.00001453949,0.00003592458,0.00001697891],"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":[0.0001176842,0.0001237993,0.008247369,0.0005305728,0.0000368337,0.0009511458,0.0003618188,0.0002369606,0.01539966,0.006458203,0.1090291,0.8585069],"study_design_scores_gemma":[0.000008604795,0.00005940134,0.04932335,0.0001444059,0.00001633283,0.001463841,0.0001455246,0.0001020456,0.0009024948,0.001146147,0.9466779,0.000009868739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02828131,0.2222453,0.002334984,0.002399536,0.002259014,0.0001435206,0.004542898,0.0008319981,0.7369614],"genre_scores_gemma":[0.3762289,0.1241218,0.006249307,0.001615332,0.001789693,0.0001631112,0.01710136,0.0002465762,0.4724839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02100874,"threshold_uncertainty_score":0.06493288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04681246613212275,"score_gpt":0.2284145224133131,"score_spread":0.1816020562811904,"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."}}