{"id":"W6931004349","doi":"10.5281/zenodo.3542038","title":"NPA_ref11725","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Set (abstract data type); Product (mathematics)","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":["insufficient_payload"],"category_scores_codex":[0.001086154,0.001688714,0.002978884,0.01025049,0.003307448,0.009223709,0.004046038,0.004468285,0.9289955],"category_scores_gemma":[0.00836495,0.001311698,0.001860158,0.01274467,0.001061707,0.006802884,0.00382317,0.002188446,0.8512895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003536817,"about_ca_system_score_gemma":0.005921855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230713,"about_ca_topic_score_gemma":0.01149634,"domain_scores_codex":[0.9982944,0.0001063603,0.0002404463,0.0002594161,0.0008807232,0.0002186822],"domain_scores_gemma":[0.9938098,0.0008010239,0.0002803934,0.0005520743,0.003734982,0.0008217591],"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":[0.00002992449,0.00002163497,0.00006659636,0.001009329,0.000008835529,0.0000597963,0.00001499407,0.00003214676,0.0001520099,0.001342891,0.9796364,0.01762545],"study_design_scores_gemma":[0.00004028729,0.00001264941,0.0006749767,0.0004584539,0.00001119025,0.00009708881,0.00002792523,0.00003736929,0.0001703609,0.001103812,0.9973495,0.00001632505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004116576,0.004110833,0.001006856,0.004965783,0.03406167,0.0005552954,0.2597702,0.003056912,0.6920608],"genre_scores_gemma":[0.004400133,0.005792994,0.002581298,0.002940288,0.005916434,0.0006660024,0.2622529,0.0025807,0.7128693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07100445,"threshold_uncertainty_score":0.1012793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665757502729153,"score_gpt":0.220034619202247,"score_spread":0.2033770441749554,"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."}}