{"id":"W4224302126","doi":"10.1007/s10531-022-02418-5","title":"Are calicioids useful indicators of boreal forest continuity or condition?","year":2022,"lang":"en","type":"article","venue":"Biodiversity and Conservation","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Museum of Nature; Memorial University of Newfoundland","funders":"Colorado Plateau Cooperative Ecosystem Studies Unit, Northern Arizona University; Ministry of Natural Resources","keywords":"Biodiversity; Taiga; Boreal; Ecology; Geography; Environmental science; Biology","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":[0.0001208418,0.0000477588,0.00009714135,0.00001564236,0.0003544291,0.000009244233,0.0000856835,0.00004331889,0.0004906405],"category_scores_gemma":[0.00002707558,0.00002251032,0.00002684698,0.0001970515,0.00009285058,0.00006342398,0.0001109672,0.00006279407,0.00000420268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001757558,"about_ca_system_score_gemma":0.000008747196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138869,"about_ca_topic_score_gemma":0.003237656,"domain_scores_codex":[0.9995537,0.0000662555,0.00008819289,0.0001153009,0.00009466788,0.00008188997],"domain_scores_gemma":[0.9996681,0.00008969676,0.0001518314,0.00002138149,0.00003187316,0.00003710239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008330077,0.0000511631,0.9932086,0.000004089435,0.000008391276,0.000003622251,0.0000878855,2.727878e-7,0.0004338607,0.000374651,0.005126399,0.0006177473],"study_design_scores_gemma":[0.0001867994,0.0001735987,0.9734335,0.000001197562,0.00001274146,0.000002586826,0.001309285,0.000008519016,0.0001173814,0.00007857766,0.02461908,0.00005675218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968691,0.00001420299,5.263609e-7,0.002214961,0.00005562485,0.00009908323,0.0005683884,0.00001856997,0.0001595536],"genre_scores_gemma":[0.998238,0.000007548392,0.000006438536,0.001430039,0.0000125839,0.000004607794,0.0002100676,1.213103e-7,0.00009063366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977513,"threshold_uncertainty_score":0.5372169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470657039304807,"score_gpt":0.2077507831755975,"score_spread":0.1830442127825494,"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."}}