{"id":"W4410038664","doi":"10.1002/dta.3898","title":"Gel Electrophoretic Detection of Black Market ACE‐031","year":2025,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Austrian Institute of Technology; World Anti-Doping Agency","keywords":"Chemistry; Blot; Gel electrophoresis; Electrophoresis; Fusion protein; Protease; Molecular biology; Chromatography; Biochemistry; Biology; Recombinant DNA; Enzyme","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009283889,0.002230625,0.000643287,0.001801919,0.0005496513,0.0008209438,0.0008074851,0.0009897999,0.004616682],"category_scores_gemma":[0.0007157152,0.0004559744,0.0008279005,0.0007627601,0.0004542005,0.0006087419,0.0005842625,0.001621069,0.002648809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839273,"about_ca_system_score_gemma":0.0004973991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005889525,"about_ca_topic_score_gemma":0.0008685035,"domain_scores_codex":[0.9986559,0.0002642887,0.0001146483,0.0003701843,0.000407991,0.0001869297],"domain_scores_gemma":[0.9989687,0.0003115648,0.0002149265,0.00009841677,0.0002970042,0.000109319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001066109,0.00009796318,0.0001338298,0.0001880365,0.00002673288,0.0001307923,0.00008569767,0.00002239654,0.9954026,0.0002630732,0.0002993388,0.003243023],"study_design_scores_gemma":[0.00002948837,0.0005876821,0.005435631,0.00009753837,0.0001204251,0.001792291,0.0001254681,0.002003797,0.9743148,0.0002935726,0.01517432,0.00002493162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7112336,0.03168255,0.2045731,0.001916071,0.001484697,0.0005690847,0.002654114,0.002527186,0.04335962],"genre_scores_gemma":[0.6744991,0.02245352,0.2278993,0.001667885,0.0006241917,0.001081449,0.01304555,0.0008352264,0.0578938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004616682,"threshold_uncertainty_score":0.01544434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008190197887302597,"score_gpt":0.2468986740890132,"score_spread":0.2387084762017106,"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."}}