{"id":"W7161422521","doi":"10.5281/zenodo.20244479","title":"Phaeoisaria sparsa B. Sutton, Mycol. Pap.","year":2025,"lang":"","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":"Conidium; Margin (machine learning); Hypha; Spore; Mycelium","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":[0.0003674736,0.002622859,0.0008657707,0.003943217,0.001051134,0.0007864921,0.0009375049,0.00120235,0.0349022],"category_scores_gemma":[0.0004954162,0.0005733392,0.0003107533,0.002192365,0.000559412,0.003930821,0.001260362,0.001482653,0.05514424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172472,"about_ca_system_score_gemma":0.0002675091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874091,"about_ca_topic_score_gemma":0.002303881,"domain_scores_codex":[0.9997215,0.00004161072,0.00003821384,0.0001118895,0.0000649603,0.0000218168],"domain_scores_gemma":[0.9995443,0.0001047423,0.0001124986,0.00005832236,0.000114832,0.00006521468],"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":[0.000226567,0.0001761077,0.001687158,0.001446845,0.0000312997,0.002549923,0.0003899568,0.0004963829,0.03769005,0.001929169,0.05104491,0.9023316],"study_design_scores_gemma":[0.00006916626,0.0003746126,0.03766738,0.0006383435,0.00007127885,0.008211637,0.000300279,0.0006828223,0.008223969,0.002941846,0.9407752,0.00004351989],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05277262,0.3163883,0.03219314,0.007568067,0.007583586,0.002334841,0.01199158,0.002053543,0.5671144],"genre_scores_gemma":[0.3008907,0.2008425,0.03992596,0.004531927,0.007415902,0.002428057,0.02598334,0.0006830318,0.4172986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0349022,"threshold_uncertainty_score":0.1167594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014822552612762,"score_gpt":0.2368876337866193,"score_spread":0.2067394082604916,"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."}}