{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001727968,0.00003841828,0.00003537694,0.000007731268,0.00001808728,0.00001060305,0.00005884646,0.00003587925,0.0009286164],"category_scores_gemma":[0.00001045888,0.00003066911,0.00003699503,0.00003117134,0.00002016414,0.000001665943,0.00002422639,0.00001802273,0.0009910462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001715071,"about_ca_system_score_gemma":0.000006857118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111259,"about_ca_topic_score_gemma":0.000009048546,"domain_scores_codex":[0.9997408,0.000005841979,0.00004409543,0.00009237124,0.00003487967,0.00008195192],"domain_scores_gemma":[0.9998024,0.000001071969,0.00001168357,0.0001298006,0.00002355915,0.00003144685],"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":[0.000002208574,0.00001421861,0.002447289,0.000001695012,0.00001970686,7.971155e-7,0.00000738751,0.000006757776,0.9636871,0.00005646009,0.02511629,0.008640123],"study_design_scores_gemma":[0.0002948466,0.0001823317,0.02146652,0.000004828726,0.00002526394,0.000009291042,0.0000980914,0.0002091292,0.553167,0.001552597,0.4226622,0.000327901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666895,0.000211482,0.0001914355,0.0002956292,0.00002663754,0.00003292096,7.412336e-7,0.000006789788,0.03254486],"genre_scores_gemma":[0.9852442,0.00002218101,0.000195504,0.0005926347,0.0001023982,0.000009489731,0.00002024663,0.00000426324,0.01380907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4105201,"threshold_uncertainty_score":0.9999847,"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."}}