{"id":"W2104234560","doi":"10.1111/j.1556-4029.2007.00405.x","title":"Taphonomic Changes to Blunt Force Trauma: A Preliminary Study<sup>*</sup>","year":2007,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amorfix (Canada); Dairy Farmers of Ontario","funders":"","keywords":"Taphonomy; Arboreal locomotion; Blunt trauma; Geology; Archaeology; Biology; Paleontology; Ecology; Medicine; Geography; Habitat; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001266063,0.0005999886,0.0004369283,0.0007018499,0.0006967155,0.0004817296,0.0005700924,0.001011217,0.007137123],"category_scores_gemma":[0.001492567,0.0003082716,0.000599521,0.000247998,0.001620095,0.0005795995,0.0006531759,0.000777173,0.000902249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619579,"about_ca_system_score_gemma":0.0003325624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075724,"about_ca_topic_score_gemma":0.001489833,"domain_scores_codex":[0.999504,0.0001661232,0.00005808881,0.00007489308,0.00007321381,0.0001237519],"domain_scores_gemma":[0.9990074,0.0004535577,0.0001454013,0.0001392705,0.0001390066,0.0001154375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02024046,0.01242926,0.04478936,0.001398543,0.0002070337,0.0108728,0.002667662,0.0005877914,0.8444248,0.000538738,0.0005388659,0.0613047],"study_design_scores_gemma":[0.0006637734,0.4495325,0.2310898,0.0002078194,0.0005535446,0.018983,0.00594151,0.001145686,0.2815246,0.0006496691,0.009610216,0.00009782669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958716,0.0007991443,0.0009762729,0.00007248152,0.00006743205,0.000502502,0.00009992667,0.00001259141,0.001598102],"genre_scores_gemma":[0.9927242,0.001776809,0.001881387,0.0002391408,0.0001778084,0.0004868776,0.000266063,0.000007515176,0.002440159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007137123,"threshold_uncertainty_score":0.02387607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231341660786945,"score_gpt":0.2715799534116093,"score_spread":0.2392665368037398,"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."}}