{"id":"W2387857304","doi":"","title":"An Analysis about Disease and Preventive Technology of Asphalt Concrete Pavement Construction","year":2008,"lang":"en","type":"article","venue":"Communications Science and Technology Heilongjiang","topic":"Civil and Geotechnical Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Habitat Acquisition Trust","funders":"","keywords":"Asphalt pavement; Asphalt; Engineering; Forensic engineering; Civil engineering; Asphalt concrete; Transport engineering; Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002032763,0.0002025701,0.0001350183,0.001281442,0.0002619317,0.0004845732,0.0001845155,0.0002726767,0.001545965],"category_scores_gemma":[0.0005752466,0.0001006668,0.000452221,0.0005854454,0.0002034704,0.000566405,0.0001228253,0.0001527861,0.0001494345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006591873,"about_ca_system_score_gemma":0.0004565274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003707013,"about_ca_topic_score_gemma":0.002991809,"domain_scores_codex":[0.9997337,0.00004782491,0.00001233929,0.00005181655,0.00009835736,0.00005593767],"domain_scores_gemma":[0.9996214,0.0001560991,0.00006840921,0.00001794284,0.0001021918,0.00003390495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004164361,0.0003876041,0.6529253,0.0006305664,0.0001786416,0.001471133,0.001199071,0.06708619,0.0336539,0.03153433,0.0018943,0.2086226],"study_design_scores_gemma":[0.00001767883,0.0007113285,0.8547715,0.0001059463,0.0003405085,0.002070104,0.001246364,0.0904452,0.01741108,0.01504231,0.01777566,0.00006224319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488039,0.002890089,0.03462147,0.0003041301,0.00003593924,0.00005088907,0.0004463577,0.00005938102,0.01278784],"genre_scores_gemma":[0.9945078,0.001079793,0.002188034,0.00001558508,0.00002012565,0.000009134294,0.0001827626,0.000003195346,0.001993517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003707013,"threshold_uncertainty_score":0.007370889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144657498273878,"score_gpt":0.266525449683783,"score_spread":0.2550788747010442,"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."}}