{"id":"W6998572803","doi":"","title":"Assessing Soft-Embalmed Cadavers as a Biological Hazard","year":2020,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cadaver; Embalming; Hazard; Biological materials","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002405443,0.0004129154,0.0005358325,0.0003124775,0.0001490248,0.00007072495,0.0005962763,0.001234123,0.0006322268],"category_scores_gemma":[0.00007021942,0.0004060869,0.0002184971,0.0005847214,0.0001270517,0.0007874892,0.0001198561,0.001231324,0.0002527623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231615,"about_ca_system_score_gemma":0.0002529409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002048664,"about_ca_topic_score_gemma":0.00001412413,"domain_scores_codex":[0.9985816,0.00006320859,0.0001715696,0.0004879406,0.0002337543,0.000461911],"domain_scores_gemma":[0.9991839,0.00009315027,0.00009081537,0.0002631439,0.00002253738,0.0003464645],"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":[0.0005594346,0.0002420619,0.002965988,0.001869054,0.00149479,0.009247787,0.002402418,0.0002093585,0.000203598,0.04341828,0.8806435,0.05674373],"study_design_scores_gemma":[0.0004230172,0.00009186686,0.001056714,0.0001988411,0.00009742706,0.000001272507,0.005669603,0.0001339885,0.003157197,0.0006632666,0.9878611,0.0006457384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4638233,0.0006333288,0.003377964,0.05661612,0.003457657,0.001235137,0.0001154233,0.01510406,0.455637],"genre_scores_gemma":[0.8600037,0.005242214,0.0045056,0.0006772939,0.0003230285,0.000004809885,0.003114455,0.0002179866,0.1259109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3961804,"threshold_uncertainty_score":0.9998391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008852513066446284,"score_gpt":0.2047871491497796,"score_spread":0.1959346360833333,"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."}}