{"id":"W4318485387","doi":"10.5744/fa.2022.0021","title":"Thesis Projects in Forensic Taphonomy","year":2023,"lang":"en","type":"article","venue":"Forensic Anthropology","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Taphonomy; Subaerial; Field (mathematics); Archaeology; Ecology; History; Paleontology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003124396,0.0003358537,0.0006022001,0.0005794707,0.0006874182,0.00001836724,0.0002546029,0.0002169001,0.004333854],"category_scores_gemma":[0.0001173541,0.0002692202,0.0001513502,0.0003000982,0.05093395,0.0001456608,0.0002752616,0.0003383292,0.002075507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005552443,"about_ca_system_score_gemma":0.0000685194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006299952,"about_ca_topic_score_gemma":0.09277106,"domain_scores_codex":[0.9977235,0.0001391106,0.0004445346,0.000558097,0.0001427491,0.0009919828],"domain_scores_gemma":[0.9990619,0.0002973219,0.0001235516,0.0003440769,0.0001083682,0.00006478325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009101352,0.00006913618,0.01447206,0.0000283526,0.0001188813,0.0002500918,0.02658994,0.000002972263,0.000005479737,0.8449805,0.1038428,0.00954879],"study_design_scores_gemma":[0.00271485,0.001609182,0.01117685,0.0001047574,0.000132463,0.0001417961,0.5071118,0.0004530584,0.001557512,0.1131354,0.3604706,0.001391707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8197156,0.0008919557,0.00005287318,0.06527022,0.008439467,0.0008512673,0.00008803498,0.0008811759,0.1038094],"genre_scores_gemma":[0.9904024,0.0003763287,0.0001461751,0.000911104,0.0006256105,0.00009139608,0.00007610135,0.00003536881,0.007335504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7318451,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794314159645856,"score_gpt":0.278316688692252,"score_spread":0.2303735470957934,"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."}}