{"id":"W1641498977","doi":"10.51847/x86lwld","title":"10.51847/X86lwLD","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Council of Scientific and Industrial Research, India","keywords":"Bromocresol green; Bromocresol purple; Agar; Substrate (aquarium); Chromatography; Chemistry; Protease; Casein; Agar plate; Reagent; Bacteria; Food science; Biochemistry; Biology; Enzyme; 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":[0.00003972015,0.00006115773,0.00004538863,0.00001580817,0.00003297911,0.00001307589,0.00006841003,0.00004718658,0.9234859],"category_scores_gemma":[0.0000166143,0.0000627091,0.00002113764,0.00006389985,0.00001089281,0.00000197486,0.00001654823,0.00002321958,0.7861218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003574602,"about_ca_system_score_gemma":0.00001131672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001131378,"about_ca_topic_score_gemma":4.246402e-8,"domain_scores_codex":[0.9996035,0.00001481336,0.00007188592,0.0001654422,0.00004831891,0.00009603605],"domain_scores_gemma":[0.9997241,9.278139e-7,0.00001242949,0.0001763094,0.00003378331,0.00005241498],"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":[0.00008327223,0.00003535302,9.267109e-7,0.000002701411,0.00001088932,4.584455e-7,0.000004231991,0.00003769757,0.2903494,7.804594e-7,0.05404214,0.6554322],"study_design_scores_gemma":[0.00009156048,0.00008838427,0.00008533642,0.000001849585,0.000003381726,0.000005109375,2.783185e-7,0.000009724497,0.03149194,2.940419e-7,0.9681394,0.0000827796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03724933,0.00005471172,0.000008164646,0.0005587055,0.000006202315,0.0001035988,0.000009908284,0.00003578001,0.9619736],"genre_scores_gemma":[0.00379957,0.000002044322,0.00006064382,0.0001950243,0.0002734899,0.000008210745,0.0001708123,0.00001182192,0.9954784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9140972,"threshold_uncertainty_score":0.2557203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003970819333777723,"score_gpt":0.1794296784070888,"score_spread":0.1754588590733111,"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."}}