{"id":"W2062023668","doi":"10.3989/mc.2008.40507","title":"Study of the shear behaviour of fibre reinforced concrete beams","year":2008,"lang":"en","type":"article","venue":"Materiales de Construcción","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Humanities; Materials science; Physics; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.00004419677,0.000106769,0.0002251794,0.0000408907,0.00004054484,0.000007641443,0.000153597,0.00005318504,0.0001222635],"category_scores_gemma":[0.00001430099,0.00008331685,0.00006726086,0.0001457017,0.0001041515,0.00004231209,0.00003115142,0.00005534096,0.000002029853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002216773,"about_ca_system_score_gemma":0.00001888699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018111,"about_ca_topic_score_gemma":0.000002011239,"domain_scores_codex":[0.9993678,0.00002401332,0.0002952698,0.00007422412,0.0001223516,0.0001163338],"domain_scores_gemma":[0.9996105,0.00001760501,0.00005776024,0.0002462648,0.00003530959,0.00003251039],"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":[0.00005550902,0.000007070537,0.0553601,0.0002768109,0.0004209698,0.00002631482,0.005487754,0.3766908,0.5592364,0.001434003,0.0003887999,0.0006153837],"study_design_scores_gemma":[0.001262204,0.0001312496,0.1180105,0.00006950029,0.0001429224,0.0002016294,0.001813656,0.02201767,0.8559601,0.00001283841,0.00006499871,0.0003126821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987314,0.00001949456,0.0005317022,0.000004973632,0.0002905159,0.0001149871,0.00002716883,0.00008266711,0.0001970426],"genre_scores_gemma":[0.9994591,0.000007934391,0.0004394634,0.000004322307,0.00002328443,0.000005366347,0.000004419278,0.00001504863,0.00004102417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3546732,"threshold_uncertainty_score":0.3397562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109782755828072,"score_gpt":0.2043116931379136,"score_spread":0.1933334175551064,"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."}}