{"id":"W4386027137","doi":"10.7554/elife.89813.1.sa3","title":"eLife Assessment: Evolution towards simplicity in bacterial small heat shock protein system","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Academic Computer Centre Cyfronet, AGH University of Science and Technology; Wroclawskie Centrum Sieciowo-Superkomputerowe, Politechnika Wroclawska; Poznańskie Centrum Superkomputerowo-Sieciowe; Infrastruktura PL-Grid","keywords":"Protein folding; Biology; Chemistry; Biophysics; Biochemistry; Cell biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001501779,0.0007489449,0.00109344,0.001231135,0.001892911,0.003913628,0.002085497,0.002505131,0.03352982],"category_scores_gemma":[0.005145056,0.0007380451,0.0007489024,0.001254295,0.001172339,0.003169819,0.005032459,0.003324862,0.01762108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427128,"about_ca_system_score_gemma":0.001437242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008535941,"about_ca_topic_score_gemma":0.00159123,"domain_scores_codex":[0.9989012,0.0001024036,0.00006379883,0.0002570358,0.0004979034,0.0001775639],"domain_scores_gemma":[0.9982662,0.0004854454,0.0002430477,0.000264648,0.0003799514,0.0003608379],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001772953,0.0001763132,0.02274156,0.00254596,0.0003717401,0.004089849,0.001473823,0.009501831,0.1483738,0.08476129,0.3931347,0.3310563],"study_design_scores_gemma":[0.0002278261,0.0001983198,0.01219212,0.0004591416,0.0001637734,0.00234405,0.0008971313,0.03489699,0.06912247,0.05616805,0.8231627,0.0001675133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.2457581,0.01849606,0.3950429,0.05418583,0.01228597,0.0002836753,0.03194587,0.08342735,0.1585743],"genre_scores_gemma":[0.6068932,0.009996935,0.2196319,0.009941403,0.001967473,0.000536148,0.03786612,0.01207551,0.1010913],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9984982,"threshold_uncertainty_score":0.1121684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011920954129704,"score_gpt":0.3468927473279103,"score_spread":0.3067735377866132,"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."}}