{"id":"W4388331351","doi":"10.1093/oso/9780195143850.002.0002","title":"Preface","year":2003,"lang":"en","type":"other","venue":"","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009406171,0.0006768113,0.0005717741,0.002632072,0.0018044,0.002283375,0.0008621234,0.000647597,0.493234],"category_scores_gemma":[0.004929962,0.0001932869,0.0003131653,0.001944406,0.0003700799,0.001623891,0.00130661,0.001764768,0.2769446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768586,"about_ca_system_score_gemma":0.001679489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006505903,"about_ca_topic_score_gemma":0.01033072,"domain_scores_codex":[0.9996054,0.00004532146,0.00002168996,0.00005940861,0.0002294049,0.00003885941],"domain_scores_gemma":[0.996543,0.0003561094,0.00008379033,0.0002876418,0.002065795,0.0006637042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001021188,0.00001111037,0.0000440517,0.00002437366,4.677345e-7,0.00001487916,0.00002465667,0.00002496219,0.00005786811,0.001855041,0.9735736,0.02435872],"study_design_scores_gemma":[0.000002828315,0.000005120236,0.0003041171,0.00003269136,7.022671e-7,0.00001565109,0.00003722971,0.0000257206,0.00005100568,0.001420874,0.9981021,0.000002002684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001278278,0.002800727,0.004585772,0.017904,0.1261879,0.0004596717,0.01332725,0.001266035,0.8321905],"genre_scores_gemma":[0.002202468,0.0008364141,0.0007881704,0.001056201,0.009034935,0.0001010437,0.00413999,0.0003890414,0.9814517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.506766,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007702699508067909,"score_gpt":0.2200838187586554,"score_spread":0.2123811192505875,"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."}}