{"id":"W4366506743","doi":"10.11159/icsect23.141","title":"Experimental Study to Implement the Saw-Cut Technique in Post-tensioned Concrete Beams under Laboratory Conditions","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación","keywords":"Structural engineering; Materials science; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008073908,0.0005437899,0.0002224382,0.0002326742,0.0003143421,0.0001869367,0.0005281797,0.0006273435,0.002668639],"category_scores_gemma":[0.0008050911,0.0002084822,0.0002237105,0.000133504,0.0004976865,0.0003341365,0.0004138114,0.000758011,0.0006564075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773634,"about_ca_system_score_gemma":0.0003352702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002683439,"about_ca_topic_score_gemma":0.0005448647,"domain_scores_codex":[0.9991721,0.00008388361,0.00005401928,0.0002255427,0.0003658515,0.00009856287],"domain_scores_gemma":[0.9990228,0.0002253253,0.0001810809,0.0002001916,0.0002819955,0.00008852108],"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":[0.0002197137,0.0007591383,0.0009764587,0.0001168815,0.000006290555,0.00008292742,0.0001359988,0.0007830723,0.9914235,0.0002304357,0.00008758163,0.005177971],"study_design_scores_gemma":[0.00005256979,0.01519255,0.007100369,0.00002609631,0.00002755663,0.0001563876,0.0001729381,0.002455328,0.9717693,0.0001066627,0.002917733,0.00002252955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637411,0.0001552082,0.03306903,0.00003491583,0.00006613462,0.0004739394,0.0003263961,0.0001732292,0.001959931],"genre_scores_gemma":[0.9692796,0.0001962636,0.02677595,0.00003749195,0.00002185062,0.0004943563,0.0002429797,0.0000318248,0.002919681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002668639,"threshold_uncertainty_score":0.008927524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006864496584427646,"score_gpt":0.2262490063853206,"score_spread":0.219384509800893,"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."}}