{"id":"W7043613659","doi":"","title":"Superplasticizers for Concrete: Fundamentals, Technology, and Practice","year":2003,"lang":"en","type":"book","venue":"NPARC","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Superplasticizer; Decantation; Raw material; Feature (linguistics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031187,0.0003648271,0.0004647239,0.0003447592,0.00006558119,0.00006993127,0.0001408437,0.0004824692,0.0005352149],"category_scores_gemma":[0.0004537612,0.0003962922,0.00004385665,0.0001131867,0.0001935299,0.0001478897,0.00005182002,0.0002465658,0.00005792302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002595511,"about_ca_system_score_gemma":0.0001106098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.489043e-7,"about_ca_topic_score_gemma":5.630333e-8,"domain_scores_codex":[0.9988406,0.00001833706,0.0003756951,0.0002623261,0.0001499016,0.0003531435],"domain_scores_gemma":[0.9990351,0.0004133235,0.0001058917,0.0002326267,0.0001633263,0.0000497089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007741786,0.00000115165,0.000001324759,0.001061081,0.0005652043,0.00001580167,0.00007487028,0.00002111999,0.2173596,0.3337387,0.4455535,0.001530247],"study_design_scores_gemma":[0.0006165296,0.0001238123,1.080014e-7,0.0001456228,0.0001283621,0.00005194336,0.0000686182,0.0002368424,0.01468796,0.005721996,0.9777836,0.000434564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003115899,0.0005287056,0.004321545,0.0001693726,0.0009213423,0.001072392,0.0002678331,0.0003921358,0.9920151],"genre_scores_gemma":[0.008937906,0.001526555,0.0636159,0.001290294,0.0007379291,0.0009129453,0.0008774687,0.0006779152,0.9214231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5322301,"threshold_uncertainty_score":0.9998489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467330368682227,"score_gpt":0.2469014426961087,"score_spread":0.2322281390092864,"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."}}