{"id":"W7001297508","doi":"","title":"Integration of Bayesian inference techniques with mathematical modelling","year":2012,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Articular cartilage damage; Proteogenomics; Hyporeflexia; Liquation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0184394,0.001416017,0.001982273,0.004638703,0.001008124,0.004711131,0.003961619,0.002100785,0.004601143],"category_scores_gemma":[0.07006735,0.001661456,0.002235659,0.002897403,0.003375462,0.006213443,0.003772903,0.004124689,0.001046574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003117522,"about_ca_system_score_gemma":0.003297311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064187,"about_ca_topic_score_gemma":0.01170238,"domain_scores_codex":[0.9915193,0.005316246,0.0005012323,0.0007177682,0.001762808,0.0001826511],"domain_scores_gemma":[0.9480569,0.04574453,0.001791778,0.002075226,0.002079401,0.0002521977],"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":[0.00001792987,0.00004970931,0.001057583,0.0002271169,0.0002133501,0.0001143988,0.0002381793,0.3690357,0.0001908055,0.5460052,0.001489902,0.08136003],"study_design_scores_gemma":[0.00000965518,0.00001007124,0.0001305739,0.00005751048,0.00001898985,0.00003335092,0.000029119,0.5351955,0.0001012647,0.4611959,0.003196714,0.00002135466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004812133,0.0002506134,0.9974372,0.0004355884,0.00002627169,0.00001599838,0.0000212837,0.00008051404,0.001251264],"genre_scores_gemma":[0.09764121,0.002281437,0.8960369,0.0003581299,0.0003956811,0.000346129,0.000164675,0.0001685024,0.002607352],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0184394,"threshold_uncertainty_score":0.09751803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119688786862333,"score_gpt":0.2034018627022287,"score_spread":0.1914329840159954,"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."}}