{"id":"W3153178272","doi":"10.5267/j.esm.2021.3.002","title":"A comparative study of the quality of sandcrete cement blocks and quarry dust cement blocks","year":2021,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cement; Compressive strength; Sieve (category theory); Economic shortage; Aggregate (composite); Absorption of water; Environmental science; Sieve analysis; Materials science; Mining engineering; Geotechnical engineering; Waste management; Metallurgy; Composite material; Geology; Engineering; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002418209,0.0002033285,0.0001765282,0.001130446,0.0002650736,0.0003746333,0.0001286846,0.0001736044,0.001914581],"category_scores_gemma":[0.0007858606,0.0001539754,0.0001671967,0.0009324734,0.0003236212,0.0002597306,0.0001583122,0.0001445624,0.0002582156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702209,"about_ca_system_score_gemma":0.00015168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004209043,"about_ca_topic_score_gemma":0.01676178,"domain_scores_codex":[0.9996731,0.0000423052,0.00002493637,0.00004260425,0.0001823075,0.00003474808],"domain_scores_gemma":[0.9989274,0.0002316766,0.0003646287,0.00004095509,0.0003498291,0.00008546028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007579076,0.0001629818,0.5750323,0.0003719365,0.00009236916,0.001420545,0.002914021,0.0005137303,0.3851858,0.0002620149,0.0001634051,0.0331229],"study_design_scores_gemma":[0.000004777061,0.000806186,0.9638172,0.0000136212,0.00003126198,0.0007586743,0.001430582,0.0002991818,0.03106772,0.0000482145,0.001710843,0.0000118373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989593,0.0001461239,0.0001893364,0.00000494114,0.000001096597,0.000005415247,0.00006946471,0.00000205073,0.000622377],"genre_scores_gemma":[0.9989133,0.0001050029,0.0002559818,0.000003425752,0.000001200676,0.000002150501,0.0001079193,0.000003019792,0.000608054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004209043,"threshold_uncertainty_score":0.008369088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135050918816529,"score_gpt":0.2580180164924186,"score_spread":0.2366675073042533,"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."}}