{"id":"W2072111227","doi":"10.1016/j.biosystems.2004.11.006","title":"The effect of species models on estimates of within-lineage variation in integration","year":2004,"lang":"en","type":"article","venue":"Biosystems","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bishop's University; University of British Columbia","funders":"","keywords":"Phyletic gradualism; Variation (astronomy); Lineage (genetic); Robustness (evolution); Evolutionary biology; Code (set theory); Biology; Representation (politics); Computer science; Phylogenetics; Programming language; Genetics","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":[0.001529454,0.00005080071,0.0001031413,0.00004287745,0.0001414669,0.00001688291,0.00009286339,0.00005124824,0.000002974994],"category_scores_gemma":[0.0002721313,0.00003252178,0.00002613291,0.0001916741,0.00009430906,0.000150878,0.000005410041,0.00004253335,0.000003700374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008522521,"about_ca_system_score_gemma":0.00005444273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178212,"about_ca_topic_score_gemma":0.001969147,"domain_scores_codex":[0.999155,0.000273011,0.0002338279,0.00007358037,0.0001941221,0.00007039093],"domain_scores_gemma":[0.9994377,0.000264418,0.0001361428,0.00009011125,0.0000592377,0.00001239999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001183413,0.00002733982,0.0005606742,0.00001830302,0.000006495476,2.153893e-7,0.01001347,0.02730049,0.0180543,0.9437166,0.000009723706,0.0001740621],"study_design_scores_gemma":[0.003736986,0.003818851,0.02870574,0.001911191,0.0000793842,0.000002941628,0.01647951,0.07557807,0.7424176,0.1261093,0.0005604362,0.0005999359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989458,0.0001215983,0.002966719,0.0001580872,0.0002986693,0.0003333805,0.000004058572,0.00001717809,0.006642346],"genre_scores_gemma":[0.9996929,0.0000195949,0.00006282259,0.000003018133,0.0000688984,0.00001246398,0.000003468226,0.000002690873,0.0001341122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8176073,"threshold_uncertainty_score":0.1781113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730920828462322,"score_gpt":0.2728207968196082,"score_spread":0.255511588534985,"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."}}