{"id":"W6950526752","doi":"10.5281/zenodo.8425891","title":"Parmelia barrenoae Divakar, M. C. Molina & A. Crespo, Lichenologist","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":"Picnic; Canyon; Aerial photos; Cave","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":[0.0001860215,0.0004603991,0.0002519334,0.001191931,0.0008293197,0.0007246552,0.000454697,0.0005078326,0.05762385],"category_scores_gemma":[0.0002452626,0.0001935373,0.00006863211,0.001035694,0.0003691766,0.0009752635,0.0008216396,0.0005774515,0.02195729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008529762,"about_ca_system_score_gemma":0.0005050145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561686,"about_ca_topic_score_gemma":0.04700729,"domain_scores_codex":[0.9998261,0.0000249698,0.000008091074,0.00005850728,0.00005594791,0.00002640281],"domain_scores_gemma":[0.9998404,0.00001295362,0.00003602165,0.00001692084,0.00004315797,0.00005060212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008435761,0.0000479597,0.006954832,0.0006192136,0.000008532899,0.0003199073,0.0009029193,0.0000474578,0.004830585,0.002041694,0.4659299,0.5182126],"study_design_scores_gemma":[0.000003947401,0.00001061417,0.01168776,0.0001072482,0.000002399937,0.0005195938,0.0003419806,0.00001316758,0.0001069563,0.0001211478,0.987083,0.000002267595],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03254956,0.186139,0.002056035,0.01647269,0.003730861,0.000505715,0.004456758,0.0009788788,0.7531105],"genre_scores_gemma":[0.2060684,0.06518647,0.004749798,0.005807765,0.002797236,0.000138826,0.00256341,0.0003453448,0.7123427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05762385,"threshold_uncertainty_score":0.192771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05086610712369162,"score_gpt":0.2393858806180509,"score_spread":0.1885197734943592,"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."}}