{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002806473,0.00009734969,0.0001873021,0.00130171,0.0003376539,0.00001422322,0.0006998387,0.0001066211,0.000006081821],"category_scores_gemma":[0.0001443474,0.00009785971,0.00002145449,0.003618215,0.004569208,0.0001927738,0.0003309413,0.0002492982,0.000001273241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004096229,"about_ca_system_score_gemma":0.00007098108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001173544,"about_ca_topic_score_gemma":0.00001491663,"domain_scores_codex":[0.9991792,0.00001372605,0.0002012506,0.0002191104,0.0001626079,0.0002240656],"domain_scores_gemma":[0.9984608,0.00004201173,0.00003599491,0.001121599,0.0002252818,0.0001142692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000216532,0.0001988893,0.2674589,0.0002896388,0.0008588781,0.00004334802,0.0008568387,0.006578726,0.202456,0.2532821,0.00006446399,0.2678906],"study_design_scores_gemma":[0.001130267,0.0004788693,0.1467331,0.0002056359,0.0005829971,0.000247196,0.0020821,0.790205,0.04028304,0.01364245,0.003416817,0.0009924932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987574,0.005185652,0.005353849,0.001071276,0.00001958408,0.0001931844,0.00001485799,0.000399525,0.0001880915],"genre_scores_gemma":[0.989767,0.003317616,0.006831423,0.000005649215,0.000002784982,0.00005507725,0.000005466744,0.000006421407,0.000008550254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7836263,"threshold_uncertainty_score":0.9981398,"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."}}