{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008970422,0.0001119418,0.00008794225,0.00006525922,0.0002086256,0.00000171247,0.0001122871,0.0001253864,0.00004525498],"category_scores_gemma":[0.00008436634,0.0001130306,0.00009380926,0.0001578267,0.0001129865,0.000004885511,0.00007127899,0.00006386876,0.0001117154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005039822,"about_ca_system_score_gemma":0.0001099287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003457586,"about_ca_topic_score_gemma":0.0000336116,"domain_scores_codex":[0.9991506,0.00005870075,0.0001697355,0.0002739784,0.0001598152,0.0001871288],"domain_scores_gemma":[0.9994698,0.000004562168,0.00005709108,0.0002957481,0.00009738061,0.00007544091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009251293,0.0001547492,0.04186701,0.00001206426,0.00005396216,0.000007977854,0.00003955337,0.004977791,0.80234,0.0009102295,0.1491403,0.0004037425],"study_design_scores_gemma":[0.001165327,0.0004805239,0.8652231,0.00001990139,0.00004167444,0.0004832758,0.0001033325,0.01093773,0.01528399,0.001277732,0.104356,0.0006274295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8810186,0.008202382,0.1034432,0.0001960391,0.0002894828,0.000156951,0.00001515989,0.00006047347,0.006617623],"genre_scores_gemma":[0.9921684,0.001102539,0.002383867,0.000135835,0.0002703727,0.00001009941,0.0002470994,0.00001362948,0.003668115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.823356,"threshold_uncertainty_score":0.4609254,"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."}}