{"id":"W4283729073","doi":"10.21776/ub.industria.2022.011.01.1","title":"Micrococcus yunnanensis and Psychrobacter sp. as Potential Producers of Polymers from Hot Spring","year":2022,"lang":"en","type":"article","venue":"Industria Jurnal Teknologi dan Manajemen Agroindustri","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency of Canada","keywords":"Polyhydroxyalkanoates; Strain (injury); Bacteria; Glycerol; Food science; Hot spring; Micrococcus; Chemistry; Polysaccharide; Biology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001834134,0.0006152416,0.0003311539,0.0005967367,0.0003625547,0.0004939403,0.0002013921,0.0003414073,0.0004534826],"category_scores_gemma":[0.0001875,0.0001433447,0.0003500745,0.0009287799,0.0001450594,0.0003211743,0.0004251585,0.0001897885,0.0002274436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119258,"about_ca_system_score_gemma":0.0004198606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002831668,"about_ca_topic_score_gemma":0.003948142,"domain_scores_codex":[0.999774,0.000022419,0.00003089611,0.00005489751,0.00006321161,0.00005465414],"domain_scores_gemma":[0.9998667,0.00001629972,0.00003555067,0.000008641566,0.000036571,0.00003620903],"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":[0.0005311519,0.0002142389,0.05178297,0.0005024998,0.00002890479,0.001696536,0.0004862292,0.0001472831,0.930531,0.00005013636,0.0001423061,0.0138867],"study_design_scores_gemma":[0.00004417595,0.0017538,0.7646385,0.00008963808,0.0001628376,0.006935763,0.003044426,0.0008452241,0.2158436,0.0001935835,0.006393838,0.00005458114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997957,0.0007468355,0.0001987572,0.00003994433,0.00001529274,0.00003370814,0.0005560532,0.000007845931,0.0004444683],"genre_scores_gemma":[0.9932721,0.00099756,0.002420355,0.00005803259,0.00001916334,0.00005678447,0.001584559,0.000005853951,0.001585587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002831668,"threshold_uncertainty_score":0.005630314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802139105067581,"score_gpt":0.226834904657878,"score_spread":0.1988135136072021,"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."}}