{"id":"W3138216463","doi":"10.1021/jacsau.0c00079","title":"Population-Level Membrane Diversity Triggers Growth and Division of Protocells","year":2021,"lang":"en","type":"article","venue":"JACS Au","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"H2020 Future and Emerging Technologies; Simons Foundation","keywords":"Protocell; Vesicle; Population; Fatty acid; Biology; Biochemistry; Cell division; Chemistry; Membrane; Biophysics; Cell","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":[0.0001986594,0.0001750829,0.0003320229,0.0002144935,0.0003213762,0.0005646249,0.0002537784,0.0004700634,0.001006912],"category_scores_gemma":[0.0008338562,0.0001884388,0.0002565107,0.0001741402,0.0003971642,0.0005612706,0.001064745,0.0008145537,0.0003060735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006955658,"about_ca_system_score_gemma":0.0002097835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003703245,"about_ca_topic_score_gemma":0.0005457181,"domain_scores_codex":[0.9996427,0.00004990318,0.0000154755,0.00007930752,0.0001167111,0.00009587192],"domain_scores_gemma":[0.9995732,0.0001707692,0.00006688925,0.0000460827,0.00004466574,0.00009839193],"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":[0.00010746,0.00001586584,0.001130535,0.00005061129,0.000006828954,0.000160835,0.00009669818,0.001152197,0.9898019,0.003019728,0.0002114892,0.004245811],"study_design_scores_gemma":[0.00005709284,0.0002567075,0.01674198,0.00002374624,0.00002078874,0.0004482878,0.0003048724,0.03138102,0.9333374,0.005780287,0.01160748,0.00004038659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839274,0.001018169,0.008982427,0.0004802388,0.00009132475,0.00002066385,0.0001793522,0.0001375637,0.005162743],"genre_scores_gemma":[0.996547,0.0002645149,0.002151637,0.0001297229,0.00002326809,0.00001814594,0.00007512788,0.00001934424,0.00077129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001006912,"threshold_uncertainty_score":0.005046725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223038534043267,"score_gpt":0.2431761338026999,"score_spread":0.2209457484622672,"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."}}