{"id":"W2264826193","doi":"10.1080/12298093.2007.12016069","title":"Abstracts of Presentations at the 2007 Meeting of the Federation of Korean Microbiological Societies, Seoul, Korea, October 11~12<sup>th</sup>","year":2007,"lang":"en","type":"article","venue":"Mycobiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Biology; Library science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001781462,0.002161634,0.001696952,0.001384574,0.001831381,0.001815822,0.001694861,0.001555949,0.1754367],"category_scores_gemma":[0.001375651,0.0003407052,0.001210576,0.0006797153,0.000457795,0.0009657513,0.001556913,0.001715052,0.03742122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201557,"about_ca_system_score_gemma":0.001300295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446864,"about_ca_topic_score_gemma":0.005840509,"domain_scores_codex":[0.9995128,0.00006359272,0.00003011049,0.00009584894,0.0001668518,0.0001307824],"domain_scores_gemma":[0.9986123,0.0001536123,0.00009796325,0.00003187187,0.000708304,0.0003959812],"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":[0.001549108,0.0004017043,0.001462322,0.0008079123,0.0001156815,0.0004756652,0.0001962147,0.0002213006,0.009686516,0.0005887659,0.9116752,0.07281973],"study_design_scores_gemma":[0.0001728238,0.0005815704,0.01128697,0.0002747992,0.0001790528,0.0002445884,0.0006125994,0.0004961267,0.003825474,0.0006356514,0.9816433,0.00004711933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.05186884,0.07163884,0.008880984,0.0603039,0.5509735,0.002335388,0.009579492,0.0009394616,0.2434795],"genre_scores_gemma":[0.0367508,0.03005012,0.002650793,0.006097239,0.07430562,0.000741642,0.005513915,0.00030378,0.8435861],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1754367,"threshold_uncertainty_score":0.5868942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481079992985355,"score_gpt":0.2426719706166981,"score_spread":0.2278611706868446,"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."}}