{"id":"W4241875339","doi":"10.4018/978-1-5225-1762-7.ch045","title":"Smart, Innovative and Intelligent Technologies Used in Drug Designing","year":2016,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science; Cloud computing; Data science; Systems engineering; Drug discovery; Engineering; Bioinformatics","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":[0.000873709,0.001505207,0.001116797,0.002091176,0.0007511281,0.003449755,0.001487149,0.001534357,0.01783286],"category_scores_gemma":[0.00125872,0.0007676797,0.001119034,0.002687469,0.003252941,0.004685824,0.001647313,0.004065986,0.01472107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508271,"about_ca_system_score_gemma":0.001244992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005184433,"about_ca_topic_score_gemma":0.0006685918,"domain_scores_codex":[0.9992049,0.0001351299,0.00004660358,0.0001686056,0.0004067032,0.00003816351],"domain_scores_gemma":[0.999492,0.0002908949,0.00003241541,0.00008734766,0.00006506274,0.00003223193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000367416,0.00006508367,0.0001561361,0.001866123,0.00005876338,0.0001232152,0.0002678159,0.004999131,0.004309122,0.5269089,0.1077095,0.3534994],"study_design_scores_gemma":[0.0000116384,0.00003703505,0.0001140362,0.000510789,0.00001355129,0.000312937,0.00004189662,0.003524587,0.001547474,0.1687395,0.8251199,0.00002661715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.00173108,0.3844598,0.23337,0.01245648,0.005220938,0.0003556117,0.0007256448,0.00159098,0.3600896],"genre_scores_gemma":[0.03059723,0.3771197,0.2822119,0.007260689,0.003171063,0.0005663385,0.0008490632,0.0006709389,0.297553],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01783286,"threshold_uncertainty_score":0.05965692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328389604310818,"score_gpt":0.2887830259973461,"score_spread":0.2554991299542379,"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."}}