{"id":"W2203159186","doi":"10.1016/b978-0-08-100693-1.00001-1","title":"The importance of the water–cement and water–binder ratios","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Superplasticizer; Cement; Cementitious; Materials science; Compressive strength; Portland cement; Water–cement ratio; Porosity; Composite material","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":[0.000469668,0.0002446386,0.0002684472,0.00003031968,0.0001184176,0.00006932348,0.000309037,0.0001231774,0.0002891522],"category_scores_gemma":[0.000003838165,0.00009472007,0.00007914229,0.000003818841,0.0001366807,0.00002469997,0.0002806301,0.0002151249,0.0000483011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005790968,"about_ca_system_score_gemma":0.00002882741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.291348e-7,"about_ca_topic_score_gemma":0.00002854962,"domain_scores_codex":[0.9987125,0.00002398006,0.0003800849,0.0001731873,0.000401723,0.0003085342],"domain_scores_gemma":[0.9992573,0.0000204381,0.00004173917,0.0005373282,0.00007996504,0.00006321037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005917217,0.000003728378,0.00004768848,0.0006853332,0.0006277494,0.00001464245,0.00196302,0.00003833491,0.05170618,0.003961196,0.002720816,0.9381722],"study_design_scores_gemma":[0.0001948177,0.0000258109,0.000005191288,0.00008989334,0.00004097999,0.000003449888,0.00001460529,0.00003883083,0.03503502,0.003443897,0.9609293,0.0001781662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0121367,0.001820264,0.000001661523,0.000181968,0.000533912,0.0007933856,0.0000231965,0.00004185485,0.9844671],"genre_scores_gemma":[0.06937778,0.0004103893,0.000005143129,0.00004318423,0.0001706336,0.00005833523,0.00001714837,0.00006786014,0.9298495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9582085,"threshold_uncertainty_score":0.3862572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257030325840017,"score_gpt":0.2370281072035653,"score_spread":0.2144578039451651,"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."}}