{"id":"W4382914108","doi":"10.5281/zenodo.8108884","title":"FLEXURAL BEHAVIOUR OF HOLLOWCORE SLABS STRENGTHENED WITH PRESTRESSED CARBON FIBER REINFORCED POLYMER PLATES","year":2023,"lang":"en","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Composite material; Flexural strength; Polymer; Carbon fiber reinforced polymer; Fiber; Structural engineering; Reinforced concrete; Engineering","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":[0.0003078787,0.0005436494,0.0002708727,0.0004842685,0.000182324,0.0001260121,0.0003399213,0.0003794877,0.001494817],"category_scores_gemma":[0.0003034142,0.0002358255,0.0002100491,0.0002310861,0.0004729723,0.0001590809,0.0002457129,0.0003681505,0.0002671308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178624,"about_ca_system_score_gemma":0.0002138366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287332,"about_ca_topic_score_gemma":0.006259258,"domain_scores_codex":[0.9997571,0.00002233803,0.00001119567,0.00003447648,0.000133737,0.00004112823],"domain_scores_gemma":[0.9996282,0.00006790747,0.0001091918,0.00003498983,0.00009890614,0.00006079755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001324491,0.00001601663,0.0006074102,0.00002536297,0.000006584876,0.00006758769,0.00004494383,0.00107267,0.9970305,0.00002026861,0.00001933562,0.0009569551],"study_design_scores_gemma":[0.000008986384,0.0007547428,0.0199773,0.0000109584,0.00001817922,0.0000900723,0.00009213016,0.004865089,0.9738341,0.00001307339,0.0003248507,0.00001057343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999136,0.0000746371,0.0004299173,0.00000486174,0.000002922913,0.000003391537,0.0000571741,0.00002757836,0.0002634723],"genre_scores_gemma":[0.9983407,0.00006022087,0.0007066051,0.000004003734,0.000001280423,0.000003779159,0.00009920253,0.000006545501,0.00077766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002287332,"threshold_uncertainty_score":0.00500071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272918323335352,"score_gpt":0.2432985314215563,"score_spread":0.2205693481882028,"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."}}