{"id":"W1695247972","doi":"10.1002/ajpa.22626","title":"The influence of body size on adult skeletal age estimation methods","year":2014,"lang":"en","type":"article","venue":"American Journal of Physical Anthropology","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Demography; Age groups; Biological age; Bone age; Underweight; Affect (linguistics); Gerontology; Biology; Medicine; Body mass index; Anatomy; Psychology; Overweight; Endocrinology","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":[0.0003490394,0.0001494913,0.000547495,0.00005064261,0.0004764188,0.000008376357,0.0002542674,0.00002984543,0.00007058449],"category_scores_gemma":[0.0008356344,0.00008145995,0.000184131,0.00005909913,0.08579306,0.00007344495,0.00006323638,0.0003171845,0.00001315482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000138947,"about_ca_system_score_gemma":0.00002711594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008299454,"about_ca_topic_score_gemma":0.0004525735,"domain_scores_codex":[0.9985572,0.0005318343,0.0003908109,0.0001259106,0.0001447393,0.0002494778],"domain_scores_gemma":[0.9961143,0.002702333,0.0006560109,0.0001546502,0.000324674,0.00004800875],"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":[0.0001890312,0.0001726228,0.0001465607,0.000006404385,0.0001949896,0.000008130683,0.00747925,0.00008387477,0.0003336245,0.9131676,0.0004100809,0.07780784],"study_design_scores_gemma":[0.004082802,0.1135368,0.03113601,0.0003383007,0.001068413,0.0003793184,0.2279565,0.004087446,0.01847407,0.5081178,0.08927429,0.001548288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780128,0.00004956978,0.0012428,0.01837002,0.0005712833,0.00005393867,0.000004414562,0.00001227167,0.001682909],"genre_scores_gemma":[0.9975101,0.00007627912,0.001238618,0.0005748196,0.0004956203,0.000001988308,5.76618e-7,0.000008469636,0.00009348109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4050498,"threshold_uncertainty_score":0.9166949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089469801153005,"score_gpt":0.3214696767956317,"score_spread":0.3125226966803312,"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."}}