{"id":"W2773709338","doi":"10.1007/978-981-10-5370-2","title":"Mathematical and Statistical Applications in Life Sciences and Engineering","year":2017,"lang":"en","type":"book","venue":"","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Management science; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00008901164,0.00009972669,0.0001452738,0.00004209318,0.00005722812,0.00003600428,0.00009035994,0.0001304157,0.00002310509],"category_scores_gemma":[0.00009439432,0.0000793669,0.00001744007,0.00001186859,0.0002411933,0.000002340524,0.00009104548,0.00006595656,0.000004375869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000427582,"about_ca_system_score_gemma":0.00008520429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007160145,"about_ca_topic_score_gemma":0.0000161356,"domain_scores_codex":[0.9994843,0.000003767675,0.0001068969,0.0002453284,0.00006289631,0.00009678538],"domain_scores_gemma":[0.9997191,0.00002740202,0.00003282526,0.0001372765,0.00001085969,0.00007249197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003530487,0.0002123076,0.005710167,0.001580734,0.0004480687,0.00004295287,0.0001182272,0.00009029283,0.0393219,0.900413,0.02711466,0.02491237],"study_design_scores_gemma":[0.001309503,0.000898553,0.009913384,0.0005369359,0.0005387445,0.000128752,0.0002011418,0.01164519,0.003444324,0.2192042,0.7490112,0.003168083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03401989,0.01852808,0.07187363,0.0007212154,0.00005810635,0.001006062,0.000200103,0.00004439427,0.8735485],"genre_scores_gemma":[0.3312586,0.005735494,0.03074235,0.0004823218,0.0006530075,0.0001890456,0.000721364,0.00007877255,0.6301391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7218965,"threshold_uncertainty_score":0.3236488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094961784034356,"score_gpt":0.2616075993246654,"score_spread":0.2506579814843218,"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."}}