{"id":"W2143508726","doi":"10.15252/embr.201540714","title":"CSI on steroids","year":2015,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Chemistry; Computational biology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000417498,0.000675278,0.0005587027,0.001569994,0.001177609,0.002483728,0.0008279592,0.001000481,0.06014785],"category_scores_gemma":[0.001214877,0.0002910916,0.0004833844,0.001571061,0.001129784,0.001271833,0.001945047,0.001367501,0.02038432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243404,"about_ca_system_score_gemma":0.001889684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005501494,"about_ca_topic_score_gemma":0.004185643,"domain_scores_codex":[0.9992543,0.00008952542,0.00002558675,0.0001147237,0.0002901321,0.0002256039],"domain_scores_gemma":[0.9993892,0.00007622429,0.00007263412,0.0001566372,0.0001296665,0.0001756575],"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":[0.003466872,0.0003535629,0.004083237,0.001434419,0.0001813774,0.004912719,0.0007999524,0.00129305,0.2876271,0.2247973,0.0731604,0.39789],"study_design_scores_gemma":[0.00005463861,0.0003176186,0.005285076,0.0002393873,0.00007447068,0.002265031,0.0005229384,0.0003444167,0.1496329,0.03216639,0.8090382,0.00005898807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.08110243,0.05616513,0.002824627,0.01076332,0.004997127,0.00005383042,0.002473888,0.0004871168,0.8411325],"genre_scores_gemma":[0.6263464,0.03924009,0.001265723,0.003609009,0.001704319,0.0000261042,0.001315382,0.0002885125,0.3262044],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06014785,"threshold_uncertainty_score":0.2012146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093942232518796,"score_gpt":0.3053268627862576,"score_spread":0.2743874404610697,"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."}}