{"id":"W7054990826","doi":"","title":"Bio-inspired optimization & sampling technique for side-chain packing in MCCE","year":2010,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University; Strong","keywords":"Nucleofection; TSG101; Diafiltration; Gestational period; Hyporeflexia; Articular cartilage damage; Proteogenomics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001468457,0.000571061,0.0006479574,0.001046969,0.0003373109,0.0003049083,0.001204031,0.0009393999,0.0001505947],"category_scores_gemma":[0.0001324144,0.000707645,0.0002392227,0.0003430889,0.0002137296,0.001068991,0.0006904952,0.0003338123,0.00009771062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005053233,"about_ca_system_score_gemma":0.0002176622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005005806,"about_ca_topic_score_gemma":0.001045029,"domain_scores_codex":[0.9975766,0.0001369767,0.0003488702,0.0009821381,0.0003325117,0.0006229113],"domain_scores_gemma":[0.9981839,0.0001272755,0.0006133231,0.0006797492,0.0001726992,0.0002230348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005119682,0.0001420545,0.0004705773,0.0002777178,0.00004535189,0.0000514092,0.00002025715,0.002397904,0.9627217,0.00003966862,0.03319051,0.0001308806],"study_design_scores_gemma":[0.00144483,0.0001223641,0.00005375235,0.0008561314,0.0001210741,0.00004773265,0.001135226,0.000007210676,0.03683883,0.00002190258,0.9579954,0.001355593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05676711,0.000221859,0.3450386,0.00001804217,0.004008514,0.006718574,0.002119037,0.003686017,0.5814223],"genre_scores_gemma":[0.004784132,0.00003122605,0.01689488,0.00001768047,0.0002559878,0.000002400821,0.0001567969,0.0003350806,0.9775218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9258829,"threshold_uncertainty_score":0.9995375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869457856362918,"score_gpt":0.2065793103955305,"score_spread":0.1878847318319013,"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."}}