{"id":"W6894139196","doi":"10.5281/zenodo.7938234","title":"FERMENT PREPARATLARNI AJRATIB OLISH USULLARI.","year":2023,"lang":"uz","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Studies on Chitinases and Chitosanases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Context (archaeology); Term (time); Work (physics); Humanity","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":[0.0007394876,0.001178924,0.000767578,0.0009146981,0.00086935,0.001257285,0.0004985644,0.0007131806,0.02002534],"category_scores_gemma":[0.0003224174,0.0003454091,0.0007060842,0.0009252288,0.0002309852,0.0008444243,0.001125068,0.001527802,0.01607618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006974443,"about_ca_system_score_gemma":0.0007659479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308093,"about_ca_topic_score_gemma":0.002419315,"domain_scores_codex":[0.9993036,0.0000939579,0.00004945222,0.0001355696,0.000306017,0.000111431],"domain_scores_gemma":[0.9998232,0.00001889648,0.00002582626,0.00002983916,0.00006790854,0.00003432336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007212881,0.0003730945,0.0009913059,0.0005640389,0.00004777548,0.0002397567,0.0001392096,0.0001700999,0.907288,0.001266672,0.006025312,0.08217347],"study_design_scores_gemma":[0.00009643843,0.0008788841,0.00775425,0.0001446324,0.0001317808,0.0008815048,0.0001900273,0.001338491,0.7135953,0.0005544031,0.2743817,0.00005255777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4844537,0.0835356,0.1621644,0.005651298,0.005085133,0.002475957,0.02249456,0.00781809,0.2263213],"genre_scores_gemma":[0.4818328,0.02469866,0.1405584,0.001473266,0.0005467777,0.001178228,0.04486516,0.00117085,0.3036759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02002534,"threshold_uncertainty_score":0.06699145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060990333632558,"score_gpt":0.2662237806807646,"score_spread":0.2356138773444391,"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."}}