{"id":"W1997731502","doi":"10.1111/j.1558-5646.2008.00473.x","title":"REVOLUTIONARY INVASION ANALYSES","year":2008,"lang":"en","type":"article","venue":"Evolution","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biology; Evolutionary biology","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":[0.002297492,0.001174588,0.0008732508,0.004408048,0.0007291117,0.002564048,0.002028477,0.001669241,0.02079263],"category_scores_gemma":[0.006411244,0.0005212454,0.0009576164,0.003654305,0.002735945,0.004403225,0.002185605,0.003718176,0.007183286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241834,"about_ca_system_score_gemma":0.001194448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029788,"about_ca_topic_score_gemma":0.00480802,"domain_scores_codex":[0.9990262,0.0002338377,0.00006149727,0.0002560784,0.0003547595,0.00006764546],"domain_scores_gemma":[0.9975835,0.001260797,0.0001429193,0.0002420659,0.0006561816,0.0001144639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001876032,0.00001882037,0.0004036145,0.00125199,0.00009295774,0.00009993065,0.0001753809,0.002752381,0.0002465681,0.2621594,0.4518279,0.2809522],"study_design_scores_gemma":[0.000002382211,0.000004402588,0.0003918401,0.0005476032,0.00001533199,0.0001523216,0.00005057684,0.0007777988,0.00006980516,0.05948095,0.9384932,0.00001389756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001168233,0.849813,0.02733017,0.03607245,0.01363318,0.00002592359,0.0007469925,0.0003278069,0.07088231],"genre_scores_gemma":[0.04126336,0.8232436,0.02216524,0.01323391,0.02420423,0.00007570646,0.00198872,0.0005527904,0.07327255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02079263,"threshold_uncertainty_score":0.06955826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516105193504951,"score_gpt":0.2986300078973826,"score_spread":0.2634689559623331,"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."}}