{"id":"W7056885223","doi":"","title":"Exploring Genetic and Metabolic Factors of Neisseria gonorrhoeae using Genomic Datasets","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neisseria gonorrhoeae; Gonorrhea; Allele; Gene; Genome; Neisseriaceae; Genomics","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":[0.0005688493,0.00039506,0.0003854461,0.001498055,0.0005319864,0.0009803104,0.0002661679,0.000494623,0.001619783],"category_scores_gemma":[0.002149244,0.0001759323,0.0007766456,0.002196239,0.0001682961,0.0003438123,0.0008380198,0.0008212036,0.0009065903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911691,"about_ca_system_score_gemma":0.0007375857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009085016,"about_ca_topic_score_gemma":0.01681874,"domain_scores_codex":[0.9996744,0.00005959168,0.00001518004,0.0001324781,0.00006859164,0.0000497732],"domain_scores_gemma":[0.9991727,0.000412929,0.0001345426,0.00007710963,0.000123583,0.0000790097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009833842,0.0005383262,0.7217957,0.002049166,0.001497655,0.0007086581,0.00160302,0.01317636,0.06986037,0.004368594,0.04528581,0.138133],"study_design_scores_gemma":[0.00005377777,0.0001925673,0.8853682,0.000280603,0.000325673,0.0003171762,0.001870167,0.009573231,0.004821064,0.004242779,0.09288443,0.00007037153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7408866,0.004696614,0.005198809,0.001657411,0.00005657088,0.00007702068,0.2412505,0.0002742623,0.005902235],"genre_scores_gemma":[0.4365501,0.004457204,0.02324019,0.0005423101,0.00007274121,0.0002025895,0.5325274,0.000100167,0.002307304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009085016,"threshold_uncertainty_score":0.01806432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09051728744251417,"score_gpt":0.3532709409910215,"score_spread":0.2627536535485073,"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."}}