{"id":"W4392186900","doi":"10.1101/2024.02.24.581856","title":"Five-leaf generalizations of the <i>D</i> -statistic reveal the directionality of admixture","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"National Science Foundation","keywords":"Directionality; Statistic; Statistics; Mathematics; 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":[0.008904686,0.0005594629,0.0008667429,0.003736139,0.0009396515,0.002029625,0.001779419,0.001178039,0.003011988],"category_scores_gemma":[0.03168847,0.0003599901,0.001388595,0.002289874,0.002441155,0.002757035,0.002087462,0.002455958,0.000831022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008892908,"about_ca_system_score_gemma":0.0009252376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375537,"about_ca_topic_score_gemma":0.001715039,"domain_scores_codex":[0.9962174,0.001664843,0.0003838057,0.0008903447,0.0006171209,0.0002264323],"domain_scores_gemma":[0.9576719,0.03160452,0.004298695,0.002993284,0.002053953,0.001377666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001217512,0.0002624519,0.3714748,0.0006402466,0.0007290674,0.001232957,0.001608937,0.06598108,0.02501335,0.2014638,0.01017959,0.3201962],"study_design_scores_gemma":[0.0001541843,0.0008087091,0.06211361,0.0002282307,0.0001391411,0.001560556,0.001075841,0.4876913,0.01930049,0.4089732,0.01765427,0.000300548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.280265,0.0006166713,0.706273,0.0005372523,0.0001594448,0.0001426684,0.00139829,0.001738746,0.008868891],"genre_scores_gemma":[0.7726015,0.0001582828,0.2238183,0.0003812973,0.00008858323,0.0001383522,0.001236655,0.0003403019,0.001236726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008904686,"threshold_uncertainty_score":0.04709303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592152764490719,"score_gpt":0.2602282712575031,"score_spread":0.234306743612596,"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."}}