{"id":"W2052330350","doi":"10.1520/cca11916","title":"Relationship Between Particle Shape and Void Content of Fine Aggregate","year":2004,"lang":"en","type":"article","venue":"Cement Concrete and Aggregates","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Aggregate (composite); Void (composites); Void ratio; Particle (ecology); Geotechnical engineering; Materials science; Geology; 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":[0.0002135389,0.0001871297,0.0002915727,0.00006350746,0.00007072345,0.00004413546,0.00006970416,0.00006248617,0.00006130311],"category_scores_gemma":[0.00008341984,0.0001719287,0.0000282322,0.0001350219,0.0001425421,0.0002013061,0.00005925233,0.00007926593,0.00001070748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940896,"about_ca_system_score_gemma":0.00001220752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002596563,"about_ca_topic_score_gemma":0.000001378556,"domain_scores_codex":[0.9990019,0.00001925774,0.0004338264,0.0001646159,0.0001308417,0.0002496203],"domain_scores_gemma":[0.9994781,0.0001244573,0.0001081423,0.0001370094,0.00007216851,0.00008012651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007815253,0.000004164066,0.2312348,0.0009780501,0.0003508766,0.00001571899,0.001586477,0.0003552398,0.7092599,0.03917861,0.0001057692,0.01685217],"study_design_scores_gemma":[0.002554784,0.0002597345,0.04117732,0.000346495,0.00008590239,0.000004843352,0.0002060398,0.001319506,0.9516952,0.001118675,0.0008495803,0.000381925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962009,0.00257217,0.0003181194,0.0001893934,0.0000767999,0.0002675533,0.00003297347,0.00009313862,0.0002489086],"genre_scores_gemma":[0.9991904,0.0001864795,0.0003724757,0.00004246425,0.00005775898,0.00001985369,0.00003797407,0.00002145236,0.00007115248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2424353,"threshold_uncertainty_score":0.7011047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762194392773998,"score_gpt":0.23712845453655,"score_spread":0.18950651060881,"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."}}