{"id":"W2810899831","doi":"10.1093/femsle/fny144","title":"Bioplastic reservoir of diverse bacterial communities revealed along altitude gradient of Pangi-Chamba trans-Himalayan region","year":2018,"lang":"en","type":"article","venue":"FEMS Microbiology Letters","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CSIR - Institute of Himalayan Bioresource Technology; Science and Engineering Research Board; Public Health Agency of Canada","keywords":"Biology; Firmicutes; Actinobacteria; Bacteroidetes; Proteobacteria; Polyhydroxyalkanoates; Bioplastic; Bacteria; Phylogenetic tree; 16S ribosomal RNA; Extreme environment; Ecology; Horizontal gene transfer; Zoology; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000380411,0.0002285211,0.0005014663,0.0001475928,0.0001914037,0.00001793924,0.0005298076,0.0001536879,0.0004036096],"category_scores_gemma":[0.00002674675,0.0001795108,0.0001283281,0.0001108684,0.001879089,0.0001150856,0.0001446099,0.0001148375,0.00004309833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002918162,"about_ca_system_score_gemma":0.00003394052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788452,"about_ca_topic_score_gemma":0.0009307077,"domain_scores_codex":[0.9982802,0.000446939,0.000530343,0.0002561109,0.00007512048,0.0004112491],"domain_scores_gemma":[0.9988902,0.0001650086,0.0003048436,0.0004970484,0.00009022117,0.00005264674],"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":[0.0004562172,0.00006547094,0.004687086,0.00007775411,0.00005023574,0.000004939991,0.003385347,0.000001454014,0.9884999,0.00003386514,0.002545859,0.0001918572],"study_design_scores_gemma":[0.0005575439,0.0003642019,0.00275085,0.0001875895,0.00005590119,0.00004921131,0.0005996354,0.000004799176,0.9924827,0.000007790579,0.0027205,0.0002193291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965521,0.0006107272,0.0001437024,0.001071514,0.001169421,0.0001660738,0.0002021376,0.00003837451,0.00004594686],"genre_scores_gemma":[0.9987497,0.00005367184,0.0005501243,0.0003643694,0.0001537895,0.000008843382,0.00005452325,0.00001937563,0.00004558423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003982734,"threshold_uncertainty_score":0.7320238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187954317157599,"score_gpt":0.2199960098057794,"score_spread":0.1881164666342034,"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."}}