{"id":"W7098676849","doi":"","title":"MOHAMMAD ALI SAFARI Universiy of British Columbia","year":2008,"lang":"en","type":"article","venue":"","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorting; Sorting algorithm; Data compression; Bounded function; sort; Variable (mathematics); Unix; Compression (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001829983,0.00002363991,0.00005939014,0.000002561457,0.0001255134,0.00001565318,0.0001093449,0.00002602366,0.002428012],"category_scores_gemma":[0.000001337891,0.00001560569,0.00003861781,0.0002381669,0.00006065579,0.00004531842,0.00002515338,0.0000246753,0.00003389959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000546105,"about_ca_system_score_gemma":0.000003819921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01918651,"about_ca_topic_score_gemma":0.01881475,"domain_scores_codex":[0.9996707,0.000007552948,0.00008090088,0.00009204923,0.00007063858,0.00007816633],"domain_scores_gemma":[0.9998403,0.00002085009,0.00002805813,0.0000250727,0.00003916788,0.00004653227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00000456942,0.0002994038,0.06307319,0.000002739069,0.00001697422,0.00001503453,0.00003526789,0.000002570605,0.7708555,0.002593688,0.09783217,0.06526884],"study_design_scores_gemma":[0.0001675967,0.00009632172,0.8908916,0.00001259656,0.000007032538,0.00009320967,0.0003419484,0.00005549595,0.005861945,0.0007612417,0.1015291,0.0001818418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832398,0.00002140378,0.00001279095,0.0004715879,0.00001376207,0.00005381084,0.00005648612,0.00004506905,0.01608534],"genre_scores_gemma":[0.9866055,0.00004312228,0.000151365,0.0001583057,0.00002322774,0.000002486054,0.00001732295,1.718295e-7,0.01299846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8278185,"threshold_uncertainty_score":0.9990893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696453893773323,"score_gpt":0.1734319169052487,"score_spread":0.1564673779675155,"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."}}