{"id":"W2951362051","doi":"10.1101/665745","title":"A Bacterial Surface Layer Protein Exploits Multi-step Crystallization for Rapid Self-assembly","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of General Medical Sciences; U.S. Department of Energy","keywords":"Crystallization; Nucleation; Protein crystallization; Crystallography; S-layer; Materials science; Biophysics; Nanomaterials; Macromolecule; Self-assembly; Nanotechnology; Chemistry; Biochemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002013339,0.0002862312,0.0001965648,0.0001308821,0.000189877,0.0002952396,0.0002950336,0.0002443709,0.0004008728],"category_scores_gemma":[0.0001767254,0.0001746411,0.0002552217,0.0001258167,0.0002021323,0.0002046749,0.0003624599,0.0004670573,0.000261218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004933197,"about_ca_system_score_gemma":0.0002955291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009543907,"about_ca_topic_score_gemma":0.001112286,"domain_scores_codex":[0.9998407,0.00002252109,0.0000122056,0.0000319928,0.00006016125,0.00003231647],"domain_scores_gemma":[0.9998606,0.0000280323,0.00003645791,0.00002640629,0.00002283727,0.00002556248],"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":[0.0000211003,0.00002154963,0.0001378848,0.00001402816,0.000002852885,0.00002809262,0.000009334609,0.0002350847,0.9986779,0.0001408325,0.00003629033,0.0006750741],"study_design_scores_gemma":[0.000004116216,0.00003405118,0.0002701378,0.000001410307,0.000002125172,0.00003554885,0.000004546504,0.003868703,0.9953564,0.00002349454,0.0003968645,0.000002536742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814957,0.0004235251,0.01653256,0.000118842,0.0000270886,0.00005595625,0.0001073094,0.0002276882,0.001011253],"genre_scores_gemma":[0.9839295,0.0001858263,0.01434357,0.00002483816,0.000004240612,0.00003113793,0.0001287343,0.00004047862,0.001311752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009543907,"threshold_uncertainty_score":0.003579259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090389400123192,"score_gpt":0.2289288329277356,"score_spread":0.2080249389265037,"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."}}