{"id":"W760642800","doi":"","title":"Qualitative Assessment of Aggregate for Presence of Clay","year":2005,"lang":"en","type":"article","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggregate (composite); Atterberg limits; Test (biology); Asphalt; Test method; Petroleum industry; Geotechnical engineering; Engineering; Materials science; Mathematics; Geology; Statistics; Environmental engineering; Composite material; Water content","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001229394,0.0003707211,0.0003363361,0.003905638,0.0006769964,0.0007131773,0.0003758318,0.0003215178,0.00531819],"category_scores_gemma":[0.001819097,0.0001684138,0.0002814616,0.001340341,0.0006740106,0.0005275451,0.0008671052,0.0005194554,0.0008669816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005750391,"about_ca_system_score_gemma":0.0004877634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004067164,"about_ca_topic_score_gemma":0.009189004,"domain_scores_codex":[0.9990107,0.0001180286,0.00006816897,0.00006297003,0.0006480123,0.00009223754],"domain_scores_gemma":[0.9976804,0.0006110177,0.000237563,0.00007601077,0.001249279,0.0001457531],"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":[0.0005707777,0.0001135924,0.04091484,0.001582936,0.0000845164,0.000807434,0.005221963,0.0008167555,0.89955,0.002171045,0.001283246,0.04688289],"study_design_scores_gemma":[0.00003361833,0.001683963,0.2245521,0.0003627166,0.0002380787,0.002499079,0.01553612,0.006279894,0.708197,0.004198984,0.03621688,0.0002016667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073321,0.003178926,0.04655647,0.0002861582,0.0001206711,0.0007904834,0.004241961,0.0003828831,0.0371103],"genre_scores_gemma":[0.9676302,0.001118882,0.02003734,0.0001534838,0.00002459967,0.000284911,0.001212241,0.00005213764,0.009486331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00531819,"threshold_uncertainty_score":0.01779115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234570349651404,"score_gpt":0.4107490862934023,"score_spread":0.3584033827968883,"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."}}