{"id":"W2162677492","doi":"10.1007/978-3-642-10745-0_53","title":"Identification of Specific Genomic Regions Responsible for the Invasivity of Neisseria Meningitidis","year":2010,"lang":"en","type":"book-chapter","venue":"Studies in classification, data analysis, and knowledge organization","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Neisseria meningitidis; Identification (biology); Biology; Neisseria; Computational biology; Genome; Genetics; Virology; Gene; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004642039,0.0003629309,0.0003478409,0.0007641522,0.0002132256,0.0009518547,0.0003807728,0.0003565246,0.001157377],"category_scores_gemma":[0.0009074355,0.0002361122,0.0004115167,0.0007242447,0.0005370503,0.0007203934,0.0003650251,0.00097161,0.0007261335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042675,"about_ca_system_score_gemma":0.0004567489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296542,"about_ca_topic_score_gemma":0.002146053,"domain_scores_codex":[0.9998073,0.00002514784,0.00001458769,0.00007029773,0.00006372098,0.00001901297],"domain_scores_gemma":[0.9993506,0.0004581326,0.00005153721,0.0000495655,0.00006436582,0.0000257981],"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":[0.0001767268,0.00007068791,0.001861465,0.0005807417,0.00003515384,0.0004558098,0.0007250035,0.0005561801,0.7376209,0.007838301,0.002159623,0.2479193],"study_design_scores_gemma":[0.00003121414,0.0004326191,0.04973788,0.0004290911,0.0001299254,0.004164245,0.0009264056,0.00470529,0.6904079,0.03707985,0.2118735,0.00008215866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5854445,0.09541631,0.2615228,0.005033664,0.0005464525,0.0003487396,0.005015008,0.001189267,0.04548332],"genre_scores_gemma":[0.4914454,0.0492643,0.4055924,0.001169788,0.00029104,0.0001899844,0.02117095,0.0004052665,0.03047091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001296542,"threshold_uncertainty_score":0.003871799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104611340562635,"score_gpt":0.3386535655835423,"score_spread":0.2340422250209073,"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."}}