{"id":"W4244387282","doi":"10.1002/yea.822.abs","title":"Current Awareness","year":2002,"lang":"en","type":"article","venue":"Yeast","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Library science; Section (typography); Citation; Order (exchange); Biology; Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00002177232,0.00006802762,0.00005595165,0.00001155143,0.00006144575,0.000008614133,0.00007213966,0.00002991283,0.0002059614],"category_scores_gemma":[0.00001231946,0.00005546972,0.00004081021,0.00003241045,0.0000284556,7.011408e-7,0.00006236586,0.00003162453,0.0002178569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002863205,"about_ca_system_score_gemma":0.00000528489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003515944,"about_ca_topic_score_gemma":0.0000072925,"domain_scores_codex":[0.9996073,0.000008631302,0.00006025739,0.0001439475,0.00005514746,0.0001247566],"domain_scores_gemma":[0.999776,0.000001052674,0.00001657405,0.0001444964,0.00002562171,0.00003624185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004044667,0.0005469652,0.1014328,0.0000792153,0.0001690764,0.00001197731,0.0003163136,0.00005096008,0.1588275,0.001190559,0.5041753,0.2331589],"study_design_scores_gemma":[0.0002127882,0.00005013631,0.00868442,0.000009929548,0.000008114886,0.000007651863,0.00002733562,0.00006619139,0.008000895,0.00001460644,0.9827794,0.00013848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941726,0.0261178,0.000731654,0.0004721471,0.001161876,0.000148447,0.00005017949,0.00003873003,0.0295532],"genre_scores_gemma":[0.9965456,0.000838018,0.00004151762,0.00006286542,0.0004054916,0.000007993679,0.00001601347,0.000008646469,0.002073916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4786041,"threshold_uncertainty_score":0.2800182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215245467841328,"score_gpt":0.2605972742908399,"score_spread":0.2390727275067071,"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."}}