{"id":"W7161987080","doi":"10.82308/43739","title":"Mechanical characterization of modern concrete masonry elements","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Masonry; Compression (physics); Reinforced concrete","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001880375,0.0002294437,0.0001567924,0.0009149066,0.0002424186,0.0002051616,0.0001844385,0.0003092722,0.00186737],"category_scores_gemma":[0.0002984156,0.0001725673,0.0001424002,0.0005229256,0.0003064519,0.0001857542,0.0001801437,0.0001714121,0.0002145076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180034,"about_ca_system_score_gemma":0.0001201551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754057,"about_ca_topic_score_gemma":0.007537404,"domain_scores_codex":[0.9998063,0.00001065829,0.00001027766,0.00003373659,0.000118309,0.0000207396],"domain_scores_gemma":[0.9998085,0.00003278606,0.00004380904,0.0000140258,0.00008211839,0.00001873737],"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":[0.00006245741,0.00001837783,0.008439067,0.0001126878,0.000008730412,0.00006777968,0.0001960604,0.001928711,0.9792218,0.0001111973,0.00004668761,0.009786447],"study_design_scores_gemma":[0.000010386,0.001367642,0.475992,0.0000593597,0.00004674413,0.0006997291,0.0009941993,0.01426911,0.4957245,0.0001891657,0.01059969,0.0000474182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966588,0.0003005306,0.00170977,0.0000101039,0.000004367268,0.00001177654,0.0001349568,0.00001647963,0.00115313],"genre_scores_gemma":[0.9954311,0.0001489456,0.002035062,0.00001059905,0.000003356684,0.00001319359,0.0002183643,0.000009400273,0.002130032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00186737,"threshold_uncertainty_score":0.006247044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006838579459914628,"score_gpt":0.2157874647355041,"score_spread":0.2089488852755895,"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."}}