{"id":"W7105989612","doi":"10.7939/83293","title":"Exploring the Survival Strategies of Aerobic Methanotrophs in Oxygen-Limited Conditions; an Interdisciplinary Approach","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methanotroph; Obligate; Methane; Organism; Biomass (ecology); Anaerobic oxidation of methane; Microorganism; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002377692,0.00033788,0.0004565594,0.0003240952,0.0003058856,0.0008737194,0.0002634359,0.0004054255,0.0004008831],"category_scores_gemma":[0.0001111711,0.0001077497,0.0003639534,0.0004275715,0.0002062454,0.0005738353,0.0004732871,0.0004805495,0.000135141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308412,"about_ca_system_score_gemma":0.0003929265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006683147,"about_ca_topic_score_gemma":0.001023581,"domain_scores_codex":[0.9999167,0.00001236505,0.000004237574,0.00002612072,0.00002158163,0.00001893102],"domain_scores_gemma":[0.9999578,0.000009172028,0.00001189794,0.000002767601,0.0000110193,0.000007412053],"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":[0.0001311589,0.0001088959,0.003888087,0.0005857105,0.00002434529,0.0001518295,0.0005886517,0.0009792822,0.967889,0.0006726667,0.0001255701,0.02485476],"study_design_scores_gemma":[0.00003843473,0.00300672,0.1470748,0.0007184084,0.000323629,0.001190504,0.01505351,0.0176528,0.7519009,0.008953126,0.05396514,0.0001220723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802967,0.01127269,0.004638821,0.0006004646,0.00003896261,0.00004817011,0.0003582696,0.00002227371,0.002723617],"genre_scores_gemma":[0.9437931,0.03235831,0.0180804,0.0002327216,0.00004308987,0.00009518304,0.000752005,0.00001458918,0.004630579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008737194,"threshold_uncertainty_score":0.002400398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326967945330763,"score_gpt":0.2323791693284244,"score_spread":0.2091094898751168,"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."}}