{"id":"W4253178475","doi":"10.26522/ti.v2i1.753","title":"Cipher","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005734644,0.000954107,0.0004806797,0.001667087,0.001839619,0.005171164,0.001185562,0.001080627,0.4484704],"category_scores_gemma":[0.006017021,0.0003995477,0.0003825471,0.001358704,0.001883266,0.005252464,0.002285203,0.002551427,0.2869744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168685,"about_ca_system_score_gemma":0.001330863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004666011,"about_ca_topic_score_gemma":0.005881222,"domain_scores_codex":[0.9992917,0.000110118,0.00003782732,0.0001148166,0.000361854,0.0000836353],"domain_scores_gemma":[0.9988642,0.0002765928,0.00005294757,0.0003259103,0.0003651665,0.000115118],"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":[0.00005343074,0.000008713906,0.00005848708,0.00007415584,0.000002537367,0.00004001411,0.0001151146,0.0001539628,0.0005125928,0.1042042,0.8198815,0.07489523],"study_design_scores_gemma":[0.000006428608,0.000005475466,0.00004359908,0.00003295032,0.000001251628,0.00007438575,0.00003092044,0.0002207675,0.0003365521,0.01090251,0.9883378,0.000007394203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001137436,0.001433189,0.02430546,0.006515672,0.006194184,0.0001439631,0.003520051,0.01096971,0.9457804],"genre_scores_gemma":[0.01071726,0.0006637566,0.005620881,0.001299543,0.0007490006,0.0001334923,0.001271778,0.004451137,0.9750931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4484704,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003966475624894619,"score_gpt":0.2021800990172257,"score_spread":0.1982136233923311,"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."}}