{"id":"W2965013049","doi":"10.3390/life9030065","title":"Survival of RNA Replicators Is Much Easier in Protocells Than in Surface-Based, Spatial Systems","year":2019,"lang":"en","type":"article","venue":"Life","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Protocell; Biology; Ribozyme; Replication (statistics); RNA; Population; Computational biology; Biological system; Genetics; Gene; Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002750402,0.0001238563,0.0002971802,0.00007332712,0.00001412124,0.00001779729,0.0001402228,0.0000519112,0.0003544947],"category_scores_gemma":[0.000004279599,0.0001166801,0.00007452178,0.0002014722,0.00002792761,0.0000665673,0.00002754873,0.0001328626,0.000127106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054325,"about_ca_system_score_gemma":0.0001598714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00698584,"about_ca_topic_score_gemma":0.000025,"domain_scores_codex":[0.9988645,0.00006760889,0.0003829515,0.0002472878,0.0002072517,0.0002304107],"domain_scores_gemma":[0.9993531,0.00003788362,0.0001462661,0.000345108,0.00003596306,0.00008170314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003745557,0.0001426389,0.9940849,0.00005752382,0.00001051663,3.688637e-7,0.00009046794,0.001082171,0.0003409729,0.00365531,0.0004279865,0.00006967396],"study_design_scores_gemma":[0.009194546,0.0004315106,0.83495,0.0007298223,0.00002451511,3.252088e-7,0.002138716,0.0434252,0.02196196,0.0005854535,0.08531507,0.001242824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913722,0.0000230906,0.0002744499,0.000153272,0.0003203449,0.001091299,0.0000735213,0.00001071663,0.006681114],"genre_scores_gemma":[0.9988806,5.008021e-7,0.00004152745,0.00002829509,0.0001692135,0.00006132191,0.00001272199,0.00001550269,0.0007903649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1591348,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265919315348209,"score_gpt":0.243949827763806,"score_spread":0.2312906346103239,"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."}}