{"id":"W4396518857","doi":"10.7717/peerj.17197","title":"Interactions between chaperone and energy storage networks during the evolution of <i>Legionella pneumophila</i> under heat shock","year":2024,"lang":"en","type":"article","venue":"PeerJ","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Legionella pneumophila; Biology; Genetic Fitness; Experimental evolution; Microbiology; Legionella; Biofilm; Bacteria; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000278332,0.0002384226,0.0002638278,0.0004053307,0.0003814962,0.0006956563,0.0002804229,0.0003904834,0.0006207104],"category_scores_gemma":[0.0005319144,0.0001817204,0.0001855722,0.0003154318,0.0004175249,0.0003996222,0.0006481656,0.0004090165,0.0002370232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005323691,"about_ca_system_score_gemma":0.0003290382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008194775,"about_ca_topic_score_gemma":0.000947378,"domain_scores_codex":[0.9998319,0.00003194813,0.00000937699,0.00004755702,0.00003507558,0.00004412354],"domain_scores_gemma":[0.9997341,0.00005578767,0.00007210062,0.00002882802,0.00004306618,0.00006618901],"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":[0.0001477794,0.00003152647,0.01041897,0.00004758844,0.00001530511,0.0001799748,0.0002771573,0.0005292029,0.9816953,0.0004605581,0.00005238973,0.006144214],"study_design_scores_gemma":[0.0000631767,0.00112754,0.6405947,0.00007030866,0.0001691566,0.001732662,0.001863049,0.01269947,0.3256326,0.002305695,0.01363688,0.000104796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982095,0.0002325692,0.0007389688,0.00007201629,0.000005271399,0.000006070932,0.00006147497,0.00003418019,0.0006400184],"genre_scores_gemma":[0.9983273,0.0002023702,0.0007720543,0.00004809305,0.000005644651,0.00001251824,0.0001459319,0.00001863352,0.0004674346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008194775,"threshold_uncertainty_score":0.003862679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041608234334427,"score_gpt":0.2529756797157288,"score_spread":0.2425595973723846,"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."}}