{"id":"W6981381879","doi":"","title":"Effect of Different Constituent Fiber, Resin, and Sizing
\\nCombinations on Alkaline Resistance of Basalt, Carbon,
\\nand Glass FRP Bars","year":2020,"lang":"en","type":"other","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fibre-reinforced plastic; Durability; Glass fiber; Epoxy; Corrosion; Fiber","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003388389,0.0004844284,0.001588821,0.0006553137,0.0001425896,0.000003202736,0.0004107546,0.0007783787,0.0004974552],"category_scores_gemma":[0.00009807322,0.0005119479,0.0003140251,0.0003036532,0.001129337,0.00002553677,0.0002434216,0.0005415346,0.0000557663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009359261,"about_ca_system_score_gemma":0.0001613533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268467,"about_ca_topic_score_gemma":0.003200843,"domain_scores_codex":[0.9977373,0.0003309645,0.0003957382,0.0006557992,0.000536572,0.0003435794],"domain_scores_gemma":[0.9974722,0.0003180625,0.00105431,0.000695279,0.0001965335,0.0002636228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01246763,0.001067201,0.9302982,0.01197523,0.003200988,0.0005383742,0.0272641,0.00003465066,0.0009018999,0.0004633271,0.005706586,0.006081785],"study_design_scores_gemma":[0.1390785,0.02391434,0.2358825,0.09031682,0.01889078,0.0001178672,0.2102149,0.001117722,0.01176747,0.002246715,0.2573081,0.009144285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704014,0.0004433464,0.000119897,0.0006800212,0.0001218627,0.0009490949,0.001896019,0.0001463842,0.02524194],"genre_scores_gemma":[0.9568726,0.0006441337,0.0005045212,0.0000129942,0.0000518669,2.329518e-7,0.0001249872,0.0001213186,0.04166733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6944157,"threshold_uncertainty_score":0.9997332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00975277618198543,"score_gpt":0.2144254565793933,"score_spread":0.2046726803974079,"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."}}