{"id":"W2307232345","doi":"10.51847/fbym8n4","title":"10.51847/fbYM8N4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychrophile; Amylase; Starch; Alpha-amylase; Food science; Strain (injury); Hydrolysis; Agar plate; Chemistry; Agar; Bacteria; Biology; Microbiology; Biochemistry; Enzyme","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":[0.00004086021,0.00006126807,0.00004571198,0.000015957,0.00003320942,0.00001316946,0.00006877368,0.00004694959,0.9259347],"category_scores_gemma":[0.00001371497,0.00006288291,0.00002432781,0.00005724354,0.00001112252,0.000001985014,0.00001670171,0.00002275345,0.7899678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003693022,"about_ca_system_score_gemma":0.00001031067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001083105,"about_ca_topic_score_gemma":4.059092e-8,"domain_scores_codex":[0.9996008,0.00001527997,0.00007226744,0.0001666395,0.00004851384,0.00009653057],"domain_scores_gemma":[0.9997287,8.930056e-7,0.00001230457,0.0001772078,0.00002825889,0.00005267031],"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":[0.00008110594,0.0000342912,9.124576e-7,0.000002648527,0.00001048786,4.340586e-7,0.00000452722,0.00003649163,0.2903799,7.383871e-7,0.04272636,0.6667221],"study_design_scores_gemma":[0.00009284646,0.00008862561,0.00008832514,0.000001797042,0.000003379753,0.000005193898,2.920455e-7,0.00001011402,0.03010942,3.410192e-7,0.9695165,0.00008314434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04468249,0.00005552434,0.000008706092,0.0005348743,0.000006260542,0.0001049815,0.000009791221,0.0000361213,0.9545612],"genre_scores_gemma":[0.004186866,0.000002047482,0.00006694011,0.000187828,0.0002741165,0.000008394368,0.0001544787,0.00001183601,0.9951075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9267902,"threshold_uncertainty_score":0.2564291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00391027887897821,"score_gpt":0.1795530396864214,"score_spread":0.1756427608074432,"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."}}