{"id":"W123749369","doi":"10.1007/978-3-319-02153-9_11","title":"Neutral Evolution on E 1 After Fixation (Phase 3)","year":2013,"lang":"en","type":"book-chapter","venue":"Lecture notes in mathematics","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Mathematics; Section (typography); Fixation (population genetics); Phase transition; Phase (matter); Pure mathematics; Statistical physics; Computer science; Condensed matter physics; Physics; Quantum mechanics; Demography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002221937,0.0006382703,0.0007970154,0.0002605859,0.0000603524,0.0000717688,0.0002662872,0.0008101414,0.001656534],"category_scores_gemma":[0.002181321,0.0005364285,0.000178676,0.00007968506,0.00007008857,0.0000648444,0.00007227298,0.0008927075,0.0006387781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002943687,"about_ca_system_score_gemma":0.00007842413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003576074,"about_ca_topic_score_gemma":0.0000495676,"domain_scores_codex":[0.997794,0.00001958132,0.0008402243,0.0004951986,0.0004256011,0.0004253866],"domain_scores_gemma":[0.9964254,0.002191159,0.0004508757,0.0006456599,0.0001675641,0.0001193669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005210338,0.0002267447,1.902332e-7,0.0009956037,0.00004068184,0.00003480269,0.0003809274,0.00005467688,0.00001777606,0.9924298,0.0004068685,0.005359828],"study_design_scores_gemma":[0.0006011981,0.0003350748,8.541934e-7,0.001316522,0.0001519553,0.00001993313,0.000004554857,0.01663486,0.0001054905,0.9798856,0.0004116788,0.0005322329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003075126,0.0002025048,0.9494113,0.0001696931,0.0003382217,0.0009846623,0.000127081,0.0001265327,0.04833254],"genre_scores_gemma":[0.3340574,0.0001257446,0.5956232,0.001056625,0.001712791,0.0007313081,0.0002288543,0.0009470778,0.06551702],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.353788,"threshold_uncertainty_score":0.9997087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220694881628827,"score_gpt":0.3014602757850685,"score_spread":0.2692533269687802,"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."}}