{"id":"W2368838697","doi":"","title":"The Adaptive Mechanism and Application of Extremophilic Microorganisms","year":2012,"lang":"en","type":"article","venue":"Anhui nongye kexue","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Mechanism (biology); Microorganism; Biochemical engineering; Chemistry; Adaptation (eye); Biological system; Biology; Bacteria; Physics; Paleontology; Engineering; Neuroscience","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":[0.0002553936,0.00006846879,0.00008337034,0.00000864191,0.0002652438,0.000003580847,0.000181266,0.0000698376,0.0002893711],"category_scores_gemma":[0.00001162954,0.00005117575,0.00001865663,0.0000736499,0.0002908018,0.00008344358,0.0002097891,0.0001086596,0.0001934288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001948327,"about_ca_system_score_gemma":0.000003289633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002861816,"about_ca_topic_score_gemma":0.0004103144,"domain_scores_codex":[0.9994867,0.0001040854,0.0001019539,0.00008994206,0.00003888178,0.0001783805],"domain_scores_gemma":[0.9995231,0.0001366403,0.00006522749,0.0002278704,0.000004999151,0.00004213251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003383265,0.00009711724,0.01042955,0.000003977739,0.00001609565,1.741947e-7,0.001106904,0.000005581053,0.9411293,0.03919013,0.001050872,0.006936435],"study_design_scores_gemma":[0.0007081493,0.0004821828,0.5551943,0.000009172316,0.00006643089,0.00006514264,0.001216031,0.0005413541,0.2386502,0.1633136,0.03922889,0.0005244795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943017,0.00012927,0.001378337,0.0002043041,0.00007740745,0.000169046,0.000003872102,0.00001117811,0.003724922],"genre_scores_gemma":[0.9992027,0.00003723147,0.0003828933,0.0001807783,0.0000276051,0.000009224816,0.000003919781,0.000005688703,0.0001499988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7024791,"threshold_uncertainty_score":0.3168411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007238407842826042,"score_gpt":0.205121415375633,"score_spread":0.197883007532807,"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."}}