{"id":"W2391408096","doi":"","title":"The Performance and Mixture Ratio Design of Lean Concrete Base","year":2002,"lang":"en","type":"article","venue":"Shanxi Science & Technology of Communications","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Improvement Network","funders":"","keywords":"Base (topology); Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001789763,0.00005148121,0.00007020298,0.0001670279,0.0002812834,0.000007244712,0.0006784555,0.00004430039,0.000007042403],"category_scores_gemma":[0.0001284891,0.00004205828,0.00000685937,0.0004892575,0.00220187,0.0000855519,0.0001102469,0.0001160942,0.000001766152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001093451,"about_ca_system_score_gemma":0.00000899121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.507626e-7,"about_ca_topic_score_gemma":0.00000195378,"domain_scores_codex":[0.9996252,0.000008005031,0.000129226,0.00006735841,0.00006478556,0.0001054119],"domain_scores_gemma":[0.9990245,0.00009588898,0.00005502371,0.0007455373,0.00006276566,0.00001625187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004604635,0.00002415291,0.0009051393,0.00005504404,0.00002770757,2.480431e-7,0.0009328913,0.6347126,0.09791505,0.1889373,0.0007366884,0.07574859],"study_design_scores_gemma":[0.00009854468,0.00004411463,0.0001208237,0.00002387586,0.000007850572,0.000004501794,0.0001472671,0.8971295,0.09820773,0.001820908,0.002316739,0.00007814686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04414412,0.005110472,0.9336711,0.001963647,0.00008642536,0.0004310353,0.000006846662,0.0005182468,0.01406815],"genre_scores_gemma":[0.9229655,0.0032462,0.07364435,0.000004324042,0.00000141199,0.00001166236,4.782439e-7,0.000006259521,0.0001197735],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8788214,"threshold_uncertainty_score":0.8112881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177944625808516,"score_gpt":0.2299807833065513,"score_spread":0.2082013370484662,"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."}}