{"id":"W6995879856","doi":"","title":"Pre-cast portland cement concrete application in urban roads","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Portland cement; Tying; Cement; Function (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007908003,0.00007882414,0.00008739351,0.00004175893,0.0000134786,0.00002482404,0.0000494541,0.00004070957,0.0000615551],"category_scores_gemma":[0.000001915306,0.00008333546,0.00001052406,0.00006966899,0.000005788003,0.00004109275,0.000006864515,0.00004919901,0.00001385324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003001896,"about_ca_system_score_gemma":0.000004151846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004039847,"about_ca_topic_score_gemma":0.000009791323,"domain_scores_codex":[0.9995498,0.000004657437,0.0001498044,0.0000879634,0.00006616869,0.0001416072],"domain_scores_gemma":[0.9998542,0.000006592467,0.00001355731,0.00009740054,0.000006940339,0.000021286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001200861,0.000006530408,0.007121143,0.0003154684,0.000009566647,0.000005933243,0.0002920644,0.09445585,0.8843222,0.001190005,0.005067623,0.007201572],"study_design_scores_gemma":[0.001343817,0.00004875695,0.0460799,0.0001701051,0.00002217095,0.00001712416,0.00002125829,0.6348943,0.1928821,0.002482048,0.1211915,0.0008469776],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445261,0.0001713645,0.01907487,0.00002130381,0.0001337638,0.0001199828,0.000005271161,0.0002650313,0.03568231],"genre_scores_gemma":[0.9983914,0.000006891597,0.001183746,0.000006277953,0.0001563048,0.00003851491,0.00002893941,0.00001802024,0.000169914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6914402,"threshold_uncertainty_score":0.3398322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004292237595298284,"score_gpt":0.1865835507847619,"score_spread":0.1822913131894636,"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."}}