{"id":"W3214740587","doi":"10.1520/stp162820190168","title":"Dimension Stone Water Absorption and Bulk Specific Gravity: An Interlaboratory Study of the Influence of Size, Shape, and Test Methodology on Properties Determination","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Dimension (graph theory); Specific gravity; Absorption of water; Test (biology); Mathematics; Materials science; Statistics; Mineralogy; Geology; Composite material; Combinatorics","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":[0.0004555581,0.0001561869,0.0002899971,0.00006328421,0.0000713983,0.00003529682,0.00008600813,0.0001250171,0.000226279],"category_scores_gemma":[0.00005979339,0.00008605062,0.00001713695,0.00002528693,0.0001559588,0.0001415088,0.00003749808,0.000100935,0.000001455291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002937712,"about_ca_system_score_gemma":0.0000172922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005743836,"about_ca_topic_score_gemma":0.001488193,"domain_scores_codex":[0.9989889,0.0001544539,0.000316626,0.0002766903,0.0001814915,0.00008181712],"domain_scores_gemma":[0.9991912,0.000229781,0.0001871071,0.0002031781,0.0001617777,0.00002694624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005237542,0.0002047984,0.1097851,0.0003912437,0.00007085874,0.00001167439,0.003651179,0.0003453921,0.8149192,0.001442388,0.00001595441,0.06863846],"study_design_scores_gemma":[0.0003897897,0.001784313,0.9604185,0.0003167472,0.00007574151,0.00001364895,0.0004419425,0.0003174278,0.03462881,0.001067688,0.00029148,0.0002539075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990666,0.000161043,9.791263e-7,0.00004677664,0.0001256352,0.000313779,0.00002464236,0.00000885986,0.0002516979],"genre_scores_gemma":[0.997591,0.0001323464,0.0001739915,0.00007548057,0.00002291131,0.000001214956,0.00001986434,0.000005634354,0.001977579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8506334,"threshold_uncertainty_score":0.3509042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05352179948317174,"score_gpt":0.2365761724329966,"score_spread":0.1830543729498249,"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."}}