{"id":"W4253402712","doi":"10.3767/003158508x395706","title":"Persoonial Reflections","year":2008,"lang":"en","type":"article","venue":"Persoonia - Molecular Phylogeny and Evolution of Fungi","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Genomics; Ontario Genomics Institute; Genome Canada","keywords":"Fungal Diversity; Biology; Biodiversity; Diversity (politics); Ecology; Zoology; Anthropology; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007515256,0.0001269499,0.0001529693,0.00003367584,0.0003686532,0.00001128408,0.00009915965,0.00009703042,0.001022973],"category_scores_gemma":[0.00004785802,0.00006432648,0.0001295687,0.000279368,0.00003726286,0.00008040532,0.00003133824,0.000124656,0.0001023769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003502011,"about_ca_system_score_gemma":0.00002001396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120914,"about_ca_topic_score_gemma":0.000101426,"domain_scores_codex":[0.9991581,0.00006232401,0.0001756244,0.0002337489,0.000160438,0.0002097068],"domain_scores_gemma":[0.9995201,0.0001696699,0.00006914703,0.00005668315,0.00008108562,0.0001032973],"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":[0.00005180765,0.00006595072,0.01669358,0.000005794892,0.00002715136,0.00001199226,0.0002039899,0.00001012097,0.9764779,0.003496876,0.001252388,0.001702424],"study_design_scores_gemma":[0.001027142,0.003309455,0.6152054,0.0002360219,0.0003963693,0.003609017,0.005221265,0.002776625,0.1398722,0.009954198,0.2158885,0.00250378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988684,0.004113862,0.0001919682,0.0002620535,0.0001881578,0.0001177756,0.0003353319,0.0000465785,0.006060292],"genre_scores_gemma":[0.9980357,0.0009639293,0.0003355994,0.000103523,0.0001398852,0.000009651731,0.0001160661,0.000001286862,0.0002943659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8366057,"threshold_uncertainty_score":0.9998902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469889309427344,"score_gpt":0.215254590352441,"score_spread":0.2005556972581676,"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."}}