{"id":"W2078166105","doi":"10.1016/j.febslet.2007.02.050","title":"Membrane protein assembly patterns reflect selection for non‐proliferative structures","year":2007,"lang":"en","type":"article","venue":"FEBS Letters","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Membrane protein; Sequence (biology); Membrane; Function (biology); Monomer; Biophysics; Protein structure; Membrane transport protein; Chemistry; Biology; Computational biology; Biochemistry; Cell biology; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003449507,0.0001893102,0.0001459689,0.00005848251,0.0001389854,0.00003823134,0.0001468434,0.0001603178,0.0000196933],"category_scores_gemma":[0.00006166594,0.0001730041,0.0001082668,0.00006639165,0.00002152583,0.000006217869,0.0000265168,0.00007728198,0.000004749217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000240798,"about_ca_system_score_gemma":0.00002706806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002466856,"about_ca_topic_score_gemma":0.00009575786,"domain_scores_codex":[0.9988887,0.00005022251,0.000194458,0.0003732111,0.0001365498,0.0003568101],"domain_scores_gemma":[0.9995607,0.00001803779,0.00009753174,0.0001933669,0.00006133206,0.00006900758],"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":[0.0002956648,0.00001468166,0.0002952489,0.00003424971,0.00005505226,0.000002008247,0.00004575745,0.00001823285,0.9962341,0.00009340792,0.000729734,0.002181871],"study_design_scores_gemma":[0.0004253089,0.0003396921,0.0009309829,0.00001702942,0.00001448873,0.00001127833,0.00002506998,0.00001774647,0.9928216,0.00008420383,0.005088019,0.0002245663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8009005,0.0000178456,0.1974348,0.0005946279,0.0001380002,0.0007474434,0.0000143212,0.00001971464,0.0001327555],"genre_scores_gemma":[0.98909,0.000003979046,0.00769584,0.001877902,0.0007174741,0.00015882,0.0000747161,0.0000379138,0.0003433541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897389,"threshold_uncertainty_score":0.7054901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173817361192045,"score_gpt":0.2672173902440476,"score_spread":0.2554792166321271,"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."}}