{"id":"W1516810152","doi":"10.51847/vwi4fiu","title":"10.51847/vwi4FIu","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Echinocandins; Aspergillus; Biology; Aspergillus nidulans; Microbiology; Antifungal; Amphotericin B; Biochemistry; Caspofungin; Gene","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":[0.00007611077,0.0002197041,0.0009007799,0.0001007095,0.00004817346,0.000005795178,0.0001505957,0.0003121949,0.9807742],"category_scores_gemma":[0.00003254455,0.0001643073,0.0002429702,0.0002454414,0.00003930276,0.000009342901,0.00003381705,0.0002797107,0.9950426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003944178,"about_ca_system_score_gemma":0.0001346812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001731092,"about_ca_topic_score_gemma":1.084669e-8,"domain_scores_codex":[0.9991474,0.00003663284,0.0002649428,0.0002889669,0.00007178501,0.0001902781],"domain_scores_gemma":[0.9992206,0.00009124455,0.00005615395,0.0004527167,0.00002346551,0.0001558602],"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":[0.000009505637,0.00003624947,2.368614e-9,0.0008236847,0.0000567785,0.000005857107,6.432836e-7,2.323825e-8,2.154525e-7,0.000002481048,0.05970499,0.9393595],"study_design_scores_gemma":[0.0000731147,0.0001082051,2.115197e-7,0.002029075,0.000627433,0.00008863011,6.055767e-8,2.442484e-7,1.388146e-7,5.964847e-7,0.9969181,0.0001541377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[9.643427e-9,0.5006298,4.443839e-8,0.00006863262,0.000001178093,0.0004022569,0.00004060751,0.00005058826,0.4988069],"genre_scores_gemma":[2.614407e-9,0.365206,0.000041577,0.00004518953,0.0001881605,0.0001374712,0.0003561494,0.00002102484,0.6340045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9392054,"threshold_uncertainty_score":0.6700258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651119455654342,"score_gpt":0.2857846747455167,"score_spread":0.2592734801889733,"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."}}