{"id":"W2047788281","doi":"10.1038/modpathol.3800703","title":"Foreign material identification","year":2006,"lang":"en","type":"letter","venue":"Modern Pathology","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Identification (biology); Pathology; Medicine; Biology; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001921885,0.0002566042,0.0002480737,0.00008533002,0.00007145479,0.00004480807,0.0003652324,0.001385387,0.00008671232],"category_scores_gemma":[0.00002302404,0.0002500789,0.000131425,0.00003746916,0.0002368849,0.000001363778,0.0001754233,0.0004166735,0.0001427497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001657369,"about_ca_system_score_gemma":0.00007925738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002103281,"about_ca_topic_score_gemma":0.00001097526,"domain_scores_codex":[0.9981025,0.0001650361,0.0003134566,0.0007240867,0.0002206028,0.0004742941],"domain_scores_gemma":[0.9989312,0.000007479761,0.0001269475,0.0007956089,0.0001079804,0.00003078573],"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":[0.00001782277,0.00001142628,0.00006447238,0.00003499926,0.00002029165,0.0002012889,0.000006655405,0.00001563014,0.132243,0.00001653349,0.8653483,0.002019564],"study_design_scores_gemma":[0.000351299,0.0002430341,0.0007092493,0.00000844285,0.00003836758,0.0002308784,0.000003528332,0.0001223789,0.07771436,0.008786673,0.9113327,0.0004591357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5690383,0.003225472,0.09860314,0.2694987,0.005568062,0.00268426,0.002424772,0.0001993376,0.04875788],"genre_scores_gemma":[0.3976789,0.000228812,0.002109841,0.3745289,0.02230088,0.0004968774,0.05688067,0.0004040059,0.1453711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1713594,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126158675311786,"score_gpt":0.2550367893876693,"score_spread":0.2424209218564907,"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."}}