{"id":"W4213426558","doi":"10.3390/ma15051657","title":"Flexural and Impact Behaviors of Mortar Composite Including Carbon Fibers","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Windsor; George Brown College","funders":"University of Windsor","keywords":"Flexural strength; Mortar; Composite material; Materials science; Composite number; Toughness; Izod impact strength test; Ultimate tensile strength","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000320121,0.0001517021,0.0003195767,0.0001250243,0.00006790766,0.00003463402,0.0001058328,0.00002917946,0.0009654112],"category_scores_gemma":[0.000005916677,0.0001535542,0.00002571108,0.0001209408,0.00003304598,0.00007426209,0.0001848369,0.00004809051,0.000001647699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305817,"about_ca_system_score_gemma":0.000009647903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002316735,"about_ca_topic_score_gemma":4.154585e-7,"domain_scores_codex":[0.9990932,0.00005492971,0.0003741717,0.0001077787,0.0001630333,0.0002068963],"domain_scores_gemma":[0.999702,0.0000165831,0.00008864306,0.0001394715,0.00002371932,0.00002960084],"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":[0.00002773044,0.000002224544,0.001239251,0.00007870078,0.00004398969,0.000004970962,0.0003385907,0.002405864,0.9956646,0.00009249693,0.00005730238,0.00004426766],"study_design_scores_gemma":[0.0003040064,0.00009299212,0.003875255,0.0000163838,0.00002591333,0.00001074519,0.00008427825,0.0003473425,0.9948911,0.00002375494,0.0001457383,0.0001825048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980872,0.00004821533,0.000007024184,0.000005496208,0.0006430955,0.000212582,0.0002058711,0.0001022502,0.0006883218],"genre_scores_gemma":[0.9996639,0.000006975536,0.0001008582,0.0000125861,0.00004290876,0.00003932231,0.00007406192,0.00003335251,0.0000259742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002636005,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638649825870244,"score_gpt":0.2607412253079644,"score_spread":0.2443547270492619,"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."}}