{"id":"W2241103717","doi":"10.1016/s0076-6879(10)83007-1","title":"Helical Crystallization of Two Example Membrane Proteins","year":2010,"lang":"en","type":"article","venue":"Methods in enzymology on CD-ROM/Methods in enzymology","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Integral membrane protein; Crystallization; Membrane protein; Electron crystallography; Chemistry; Membrane; Crystallography; Lipid bilayer; Inner membrane; Biophysics; Biochemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005811978,0.0006327583,0.001261809,0.0007013936,0.00009235702,0.00001612027,0.0009020332,0.001616884,0.0004515977],"category_scores_gemma":[0.002915475,0.0006069681,0.0002635253,0.0007268512,0.0009323854,0.0000175735,0.0003996679,0.001492382,0.000008244705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005237796,"about_ca_system_score_gemma":0.0002267656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000459538,"about_ca_topic_score_gemma":0.002499927,"domain_scores_codex":[0.9902537,0.005623137,0.001391291,0.001466044,0.0002434731,0.001022339],"domain_scores_gemma":[0.9966358,0.001060406,0.0004693002,0.001452393,0.0001889338,0.000193161],"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":[0.0004181503,0.0005113625,0.005348927,0.00006829698,0.00004720567,0.0000488505,0.0002084181,0.0001823619,0.9644441,0.006646681,0.0000499756,0.02202564],"study_design_scores_gemma":[0.002694783,0.001123983,0.02842435,0.00002743403,0.00005325974,0.0003675693,0.00005672674,0.00004099209,0.9499883,0.005743965,0.01089512,0.0005835143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9026115,0.0001519615,0.09178591,0.0001697312,0.002069357,0.0009718121,0.00002691591,0.00004870177,0.002164141],"genre_scores_gemma":[0.3630185,0.00005309451,0.6353604,0.0005007558,0.0003879091,0.0002251628,0.00009179412,0.00007655961,0.0002858688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5435745,"threshold_uncertainty_score":0.9996792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611883959653953,"score_gpt":0.4008484540872472,"score_spread":0.3647296144907077,"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."}}