{"id":"W2176738812","doi":"10.1639/0007-2745(2001)104[0024:semoif]2.0.co;2","title":"Scanning Electron Microscopy of Invasive Fungi in Lichens","year":2001,"lang":"en","type":"article","venue":"The Bryologist","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lichen; Hypha; Botany; Biology; Fungus; Mycelium; Thallus","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002594052,0.00008083391,0.0001494801,0.00000942169,0.00008070384,0.00001086445,0.0002924791,0.00008225331,0.0002274668],"category_scores_gemma":[0.00009465137,0.00002504078,0.00004673548,0.0002995872,0.0001725168,0.00003505722,0.00006896467,0.000141102,0.00004030568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002518733,"about_ca_system_score_gemma":0.00001154079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329432,"about_ca_topic_score_gemma":0.007459522,"domain_scores_codex":[0.9992545,0.0000940182,0.000167289,0.0001479895,0.00005978372,0.0002763684],"domain_scores_gemma":[0.9994769,0.0003375564,0.00007723859,0.00005579693,0.00002532336,0.00002721843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006193567,0.00005991685,0.2393715,0.000002104074,0.000006668784,0.000007544541,0.0001787915,0.000008543361,0.7558975,0.0005778107,0.0005504548,0.003277194],"study_design_scores_gemma":[0.0001305497,0.0003742635,0.9531823,0.000009828893,0.000006032011,0.00001984864,0.0004203959,0.00001107515,0.04086782,0.0009798636,0.00389838,0.00009960676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927514,0.0005061966,7.248455e-7,0.00225786,0.00007011236,0.0001190449,0.000004916161,0.0000208917,0.004268914],"genre_scores_gemma":[0.9985866,0.0002001344,0.00001957517,0.0005634034,0.00009688033,0.000008997514,0.000009836525,5.234841e-7,0.0005140572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7150297,"threshold_uncertainty_score":0.4162588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130715071098644,"score_gpt":0.2567126034262963,"score_spread":0.2354054527153098,"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."}}