{"id":"W2002177403","doi":"10.1111/j.1556-4029.2012.02272.x","title":"Alternate Light Sources in the Detection of Bone After an Accelerated Fire: A Pilot Study","year":2012,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Human bone; Light source; Forensic engineering; Medicine; Engineering; Biology; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001562115,0.00009298299,0.0002254969,0.0001501407,0.0003298756,0.00003215584,0.0002109056,0.00001791067,0.00009980326],"category_scores_gemma":[0.00004511893,0.00004520058,0.00004502617,0.0001116656,0.007080692,0.000507378,0.0000397958,0.0001578956,0.000002452259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009094186,"about_ca_system_score_gemma":0.00002156887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228056,"about_ca_topic_score_gemma":0.0210158,"domain_scores_codex":[0.9988772,0.0001709381,0.0003706994,0.00008421626,0.0002748074,0.0002221969],"domain_scores_gemma":[0.9993688,0.0000905453,0.0003104516,0.00007561724,0.0001252458,0.00002935344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001085967,0.002607396,0.5452428,0.00001844229,0.0002004785,0.00008519209,0.4180114,0.000008655802,0.0006034819,0.01828076,0.0004332015,0.01342227],"study_design_scores_gemma":[0.001385858,0.02667526,0.2412304,0.00008003243,0.0001724489,0.0003748939,0.7182884,0.00006149447,0.00465403,0.004759123,0.002031201,0.0002868649],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944729,0.002044812,0.000002605626,0.001821958,0.001023388,0.00008967049,0.00000130493,0.000004092532,0.0005393021],"genre_scores_gemma":[0.9991975,0.0000497752,0.00002774695,0.0001671865,0.0004941073,0.00000326843,9.133408e-8,0.000002564551,0.00005771092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040124,"threshold_uncertainty_score":0.9968481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08016699212589395,"score_gpt":0.3044887259739136,"score_spread":0.2243217338480197,"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."}}