{"id":"W2378499984","doi":"","title":"Degradation Characteristics and Applications of Amycolatopsis sp.M3-1 for ZJ0273","year":2012,"lang":"en","type":"article","venue":"Journal of Chemical Engineering of Chinese Universities","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Strain (injury); Degradation (telecommunications); Bioremediation; Chemistry; Biodegradation; 16S ribosomal RNA; Bacterial strain; Food science; Bacteria; Environmental chemistry; Nuclear chemistry; Biology; Organic chemistry; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008157443,0.00007549706,0.0001768193,0.0001305665,0.00000917354,0.000003349837,0.00006256496,0.00005681483,0.00000532627],"category_scores_gemma":[0.00001897539,0.00006804285,0.00006424903,0.00009420935,0.0000289692,0.0001991193,0.00001294681,0.00008032787,1.450011e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000370239,"about_ca_system_score_gemma":0.00001047633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.014707e-7,"about_ca_topic_score_gemma":1.098905e-8,"domain_scores_codex":[0.9995999,0.000002214146,0.0002046218,0.00003220698,0.00008273618,0.00007836901],"domain_scores_gemma":[0.9996352,0.00005199283,0.00009870661,0.0000521272,0.0001037734,0.0000581676],"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":[0.00007412682,0.00007330722,0.004536336,0.001639069,0.0001614863,3.513339e-7,0.0007141465,0.0009831035,0.9887843,0.0007914203,0.0003166398,0.001925776],"study_design_scores_gemma":[0.001326368,0.0001085128,0.01044173,0.0001457673,0.0001938126,0.00008433966,0.0006974862,0.01548315,0.9523718,0.0001330145,0.01864475,0.000369246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850177,0.0004627277,0.01416804,0.00003149082,0.0001697248,0.00006037347,0.0000151484,0.00001666898,0.00005809114],"genre_scores_gemma":[0.9965477,0.00007254907,0.00314241,0.000002551068,0.0002008146,5.742233e-7,0.000005481475,0.000008509203,0.00001939073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03641242,"threshold_uncertainty_score":0.2774707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00451001692033961,"score_gpt":0.1888591905924417,"score_spread":0.1843491736721021,"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."}}