{"id":"W2111319789","doi":"10.51847/wxxzf0n","title":"10.51847/wXxzf0N","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleurotus ostreatus; Mushroom; Nutraceutical; Oyster; Pleurotus; Food science; Biology; Traditional medicine; Flavor; Agaricus; Biotechnology; Medicine; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.00003879631,0.00004961585,0.00008335947,0.00002050768,0.00003978407,0.000002601703,0.00004653873,0.00004868678,0.9926072],"category_scores_gemma":[0.00001442603,0.00004160258,0.00002651598,0.00009529444,0.00002443791,0.00001117131,0.000007951842,0.00006114171,0.9915202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009156523,"about_ca_system_score_gemma":0.00001433777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003884384,"about_ca_topic_score_gemma":2.500762e-8,"domain_scores_codex":[0.9996706,0.000007431877,0.00006869411,0.0001090264,0.00003951388,0.0001047334],"domain_scores_gemma":[0.999694,0.00002209713,0.000006555585,0.0001739479,0.00001661108,0.00008672057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001204265,0.00007149025,0.000004127306,0.000003733885,0.00001526946,0.000004113667,0.000007008978,0.000002620279,0.002625694,0.00001236858,0.09844616,0.898687],"study_design_scores_gemma":[0.0001734774,0.0001278337,0.0007155812,0.000007196563,0.00001763541,0.00001691227,2.786183e-7,0.00001683933,0.000240456,0.000003538609,0.9986331,0.00004713935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007988591,0.00004264857,3.41543e-7,0.002373706,7.258207e-7,0.000146075,0.000007567642,0.00007588815,0.9893644],"genre_scores_gemma":[0.003186043,4.059058e-7,0.0001497507,0.000446187,0.00009545943,0.00002510635,0.00003114978,0.000006233852,0.9960597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.900187,"threshold_uncertainty_score":0.1696504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007030221407695466,"score_gpt":0.2110552709881868,"score_spread":0.2040250495804913,"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."}}