{"id":"W2179872646","doi":"10.51847/qbpigb0","title":"10.51847/QbPIgb0","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":"Aspergillus niger; Polyester; Biofilm; Adhesion; Chemistry; Microbiology; Materials science; Composite material; Biology; Food science; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007821252,0.002218643,0.001099835,0.002329045,0.001216859,0.003311167,0.001621273,0.003584437,0.9394135],"category_scores_gemma":[0.0007983079,0.0007318158,0.0007618995,0.001742985,0.001176666,0.001884187,0.002460551,0.001836853,0.9571958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146916,"about_ca_system_score_gemma":0.0006736558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961997,"about_ca_topic_score_gemma":0.001284809,"domain_scores_codex":[0.9995283,0.00003347297,0.00002810826,0.0001535321,0.0001501889,0.000106457],"domain_scores_gemma":[0.9991503,0.00009262968,0.000059078,0.0001522215,0.0001786325,0.0003670863],"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":[0.000849336,0.0007522164,0.001752688,0.0006951615,0.00003953866,0.0007395518,0.0001574733,0.0004616474,0.05179478,0.007583168,0.2224384,0.712736],"study_design_scores_gemma":[0.000128103,0.0002175217,0.003683524,0.000246338,0.0000185659,0.00101069,0.0001266184,0.0007072669,0.008042757,0.002436721,0.983353,0.00002880558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007777412,0.001736416,0.007018561,0.002093206,0.001865756,0.0003221056,0.007366948,0.007013868,0.9648058],"genre_scores_gemma":[0.008429566,0.0003971711,0.002178289,0.0004827907,0.000134461,0.0001021195,0.004626259,0.0008066912,0.9828426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06058645,"threshold_uncertainty_score":0.08641917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00391754106802389,"score_gpt":0.1796013199200598,"score_spread":0.175683778852036,"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."}}