{"id":"W2052921424","doi":"10.1111/1556-4029.12563","title":"Morphological Assessment of Ancestry using Cranial Macromorphoscopics,","year":2014,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Forensic anthropology; Medicine; Geography; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009451718,0.00009583348,0.000340357,0.0001045375,0.0003844499,0.00001842503,0.0002420795,0.00004738782,0.0003222063],"category_scores_gemma":[0.00009817363,0.00005719407,0.0001035414,0.00005630579,0.03073433,0.0001507551,0.00006459899,0.0001754837,0.000001295151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001634443,"about_ca_system_score_gemma":0.0001166128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003357681,"about_ca_topic_score_gemma":0.0006027577,"domain_scores_codex":[0.9989053,0.00007819625,0.0004016545,0.000113193,0.0002814299,0.0002202459],"domain_scores_gemma":[0.9990382,0.000153152,0.0004719478,0.00006552064,0.0002346262,0.00003650834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004464566,0.0001165482,0.08695097,0.00002215165,0.0001014153,0.00004383939,0.002689512,0.00009227871,0.0004168827,0.9039823,0.002219338,0.003320169],"study_design_scores_gemma":[0.008037391,0.03524234,0.1199768,0.00135669,0.001152262,0.004864579,0.308152,0.0153019,0.01524899,0.4541683,0.0343491,0.002149669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890624,0.0002608324,0.0006164792,0.002306116,0.002274521,0.00003358226,0.00000456087,0.000005418736,0.005436115],"genre_scores_gemma":[0.9897122,0.00004811449,0.009388558,0.0002007077,0.0005762455,2.177375e-7,2.62138e-7,0.000002395036,0.00007131099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.449814,"threshold_uncertainty_score":0.9719034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108517597571308,"score_gpt":0.3584579743750373,"score_spread":0.2499403768037292,"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."}}