{"id":"W70531377","doi":"","title":"Density Measurement Methods for Acceptance of Bituminous Mixtures: Survey of Practice","year":2010,"lang":"en","type":"article","venue":"Transportation Research Board 89th Annual MeetingTransportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Forensic engineering; Materials science; Engineering; Composite material","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":[0.01012725,0.0001950895,0.0003089625,0.001676432,0.001520498,0.00125578,0.001340235,0.0006318691,0.001547294],"category_scores_gemma":[0.02084535,0.0003831933,0.0002535871,0.002836874,0.001875076,0.001259884,0.001358292,0.001189185,0.0002479023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006955867,"about_ca_system_score_gemma":0.0105813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2884425,"about_ca_topic_score_gemma":0.4009255,"domain_scores_codex":[0.9893342,0.00379264,0.0008284232,0.0007301458,0.004546648,0.0007680107],"domain_scores_gemma":[0.9675336,0.008208389,0.007369393,0.0009955595,0.0133797,0.002513448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007443358,0.0002300348,0.864455,0.0005601921,0.00002863721,0.0002803802,0.05196728,0.0002357538,0.002827277,0.0006020158,0.00360599,0.07513303],"study_design_scores_gemma":[0.000008524094,0.0004104957,0.8650527,0.0004868917,0.00001624061,0.0004768314,0.110794,0.001109673,0.001002991,0.0001450496,0.02043558,0.00006115485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895833,0.001123748,0.001740478,0.002523451,0.00002479657,0.000224444,0.0003654873,0.00003291962,0.004381487],"genre_scores_gemma":[0.9930819,0.001837151,0.003263357,0.0006309008,0.000009697601,0.0001136972,0.0002034058,0.00001099193,0.0008489661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2884425,"threshold_uncertainty_score":0.5735271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199767863143952,"score_gpt":0.453001309699233,"score_spread":0.3330245233848378,"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."}}