{"id":"W7045256072","doi":"","title":"Applications of 3D scanning in bloodstain pattern analysis","year":2023,"lang":"en","type":"other","venue":"Warwick Research Archive Portal (University of Warwick)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitaire Ziekenhuizen Leuven, KU Leuven; University of Toronto Mississauga; Politechnika Warszawska; U.S. Army; Trent University; University of Bern; Nottingham Trent University; University of Toronto; Università degli Studi di Salerno; Iowa State University","keywords":"Presentation (obstetrics); Software; Scope (computer science); Ballistics; Trajectory; Variety (cybernetics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009996324,0.000258969,0.0007652667,0.004360944,0.0001384394,0.00001697921,0.001080175,0.0001219131,0.1676055],"category_scores_gemma":[0.00002883057,0.0003179532,0.0003436432,0.00332583,0.0007994568,0.00002797796,0.0009741504,0.0008125536,0.0001687287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001804662,"about_ca_system_score_gemma":0.0004830348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1750794,"about_ca_topic_score_gemma":0.07528728,"domain_scores_codex":[0.9965972,0.0003491557,0.0003896661,0.0006836781,0.001254847,0.0007253951],"domain_scores_gemma":[0.9978936,0.0004068123,0.0003664562,0.0008596517,0.0002237867,0.0002497298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007518433,0.0009746115,0.1446819,0.0006091276,0.002788165,0.0001677531,0.002363133,0.00005672821,0.0003528371,0.002638041,0.240848,0.6044446],"study_design_scores_gemma":[0.005321576,0.0007771062,0.1034929,0.001705876,0.001404968,0.000001333391,0.06722402,0.01088062,0.0001558354,0.002848688,0.8041459,0.002041217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001922879,0.0001100354,0.02119703,0.0002952061,0.00002536126,0.001573778,0.00166657,0.00008560123,0.9731236],"genre_scores_gemma":[0.1942085,0.0003117463,0.002492735,0.000005236355,0.0001922331,0.00004507419,0.001258203,0.0004008978,0.8010854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6024033,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583415782096989,"score_gpt":0.2806802049711262,"score_spread":0.2648460471501564,"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."}}