{"id":"W2549316718","doi":"10.1111/1556-4029.13217","title":"Passive Drip Stain Formation Dynamics of Blood onto Hard Surfaces and Comparison with Simple Fluids for Blood Substitute Development and Assessment<sup>,</sup>","year":2016,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stain; Newtonian fluid; Biomedical engineering; Blood Stains; Materials science; Chemistry; Chromatography; Staining; Mechanics; Physics; Pathology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004478856,0.0001236042,0.0002777952,0.0001351817,0.0001279366,0.00006673271,0.0001091993,0.00004122399,0.000002536114],"category_scores_gemma":[0.0000143336,0.0000734967,0.00003084569,0.000117081,0.0002156454,0.0005397254,0.00001188699,0.00006651698,6.40372e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004276982,"about_ca_system_score_gemma":0.0001249029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009223063,"about_ca_topic_score_gemma":0.0004318128,"domain_scores_codex":[0.9989462,0.00001145355,0.0004316093,0.0001033363,0.0003066001,0.0002007931],"domain_scores_gemma":[0.9994735,0.0001210951,0.00009100635,0.00005448084,0.0001769503,0.00008299654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004585545,0.0006202366,0.4362967,0.001990343,0.002183276,0.0000477446,0.01534383,0.1522969,0.08938131,0.07912964,0.001218225,0.2210332],"study_design_scores_gemma":[0.004587026,0.001990216,0.05833822,0.0006312985,0.000378203,0.0001602899,0.002663999,0.8865288,0.04139632,0.002473762,0.0004087441,0.0004431354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218031,0.0003359129,0.07738415,0.0002074182,0.00005244287,0.0001297756,0.00002019806,0.0000090453,0.00005791338],"genre_scores_gemma":[0.9444627,0.0002077523,0.0552854,0.000006415443,0.00001790328,0.0000030358,0.000002415004,0.000007228105,0.000007210503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7342319,"threshold_uncertainty_score":0.2997108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717532242911946,"score_gpt":0.2473114726509121,"score_spread":0.2301361502217926,"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."}}