{"id":"W4252079752","doi":"10.26434/chemrxiv.13238402","title":"Population-level Membrane Diversity Triggers Growth and Division of Protocells","year":2020,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Commission; Simons Foundation","keywords":"Protocell; Vesicle; Biology; Population; Division (mathematics); Cell division; Biochemistry; Biophysics; Cell biology; Chemistry; Membrane; 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":[0.0001686143,0.0001618511,0.000284483,0.000176241,0.0002964897,0.0006855315,0.000236139,0.0005289544,0.001883367],"category_scores_gemma":[0.0006765185,0.0002172331,0.0002541952,0.0001656204,0.0003547196,0.0005704348,0.001079345,0.0008275695,0.0005628198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007219717,"about_ca_system_score_gemma":0.0001912833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003956895,"about_ca_topic_score_gemma":0.0005195425,"domain_scores_codex":[0.9997388,0.00002399844,0.000009166538,0.00006883026,0.00009019137,0.00006904227],"domain_scores_gemma":[0.9996662,0.0001159603,0.00005104008,0.00004116719,0.00003250257,0.00009309642],"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":[0.0001239149,0.00001867025,0.001153506,0.00005575129,0.00000857331,0.0001489358,0.00008100579,0.001217813,0.9880435,0.003747692,0.0004901984,0.004910429],"study_design_scores_gemma":[0.00007646663,0.0001781801,0.01584552,0.00002325866,0.00001918293,0.0003311668,0.0002026387,0.02733779,0.9377462,0.005740725,0.01246396,0.00003490234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984903,0.0009119453,0.006066962,0.0005846843,0.0001247212,0.00001455441,0.0003069053,0.0002098496,0.006877474],"genre_scores_gemma":[0.9962634,0.0002864698,0.001667056,0.0001648791,0.00002521606,0.00001443229,0.0001376487,0.00003564418,0.001405169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001883367,"threshold_uncertainty_score":0.006300449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112858032406033,"score_gpt":0.2575274779466674,"score_spread":0.2163988976226071,"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."}}