{"id":"W2531872516","doi":"10.51847/mu8otsn","title":"10.51847/Mu8OTsN","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amylase; Pulmonary surfactant; Metal ions in aqueous solution; Chemistry; Aqueous solution; Metal; Bromide; Ion; Nuclear chemistry; Enzyme assay; Inorganic chemistry; Enzyme; Biochemistry; Organic chemistry","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":[0.00004226846,0.00006149818,0.00004654173,0.00001594668,0.00003329067,0.00001297156,0.00006871136,0.00004694329,0.9248577],"category_scores_gemma":[0.00001442642,0.0000629417,0.00002458436,0.00005667235,0.00001114939,0.000002012622,0.00001665889,0.00002276277,0.7870302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003693289,"about_ca_system_score_gemma":0.00001021417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001140598,"about_ca_topic_score_gemma":4.092748e-8,"domain_scores_codex":[0.9995989,0.00001578466,0.00007311582,0.0001670616,0.00004822937,0.00009692925],"domain_scores_gemma":[0.9997281,9.28242e-7,0.0000124562,0.0001777898,0.00002818092,0.00005249215],"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":[0.00008295633,0.00003570302,9.588454e-7,0.000002725383,0.00001069874,4.32294e-7,0.000004531656,0.00003841794,0.2759314,7.742498e-7,0.044528,0.6793634],"study_design_scores_gemma":[0.00009408104,0.00008780007,0.00009728647,0.000001809891,0.000003386352,0.000005272145,2.897505e-7,0.00001061873,0.02790313,3.492582e-7,0.9717127,0.00008326535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0451884,0.0000562303,0.000009073065,0.0005517087,0.000006277587,0.0001055556,0.000009993023,0.00003627648,0.9540365],"genre_scores_gemma":[0.004233822,0.000001999008,0.00006867758,0.0001927671,0.0002676426,0.000008384287,0.0001575538,0.0000118168,0.9950573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9271847,"threshold_uncertainty_score":0.2566688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003962819518328279,"score_gpt":0.1800587888725188,"score_spread":0.1760959693541906,"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."}}