{"id":"W7096891848","doi":"","title":"RAPID IN-SITU SHEAR TESTING OF ASPHALT PAVEMENTS FOR RUNWAY CONSTRUCTION QUALITY CONTROL AND ASSURANCE By:","year":2015,"lang":"en","type":"article","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Runway; Asphalt; Christian ministry; Quality assurance; Ministry of Transport; Asphalt concrete; Asphalt pavement; Stiffness","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":[0.001001343,0.0007892727,0.0002379756,0.0005616768,0.0005060356,0.0006600372,0.0006266583,0.0004563566,0.002293366],"category_scores_gemma":[0.0007234532,0.0002078774,0.0002584555,0.0003932994,0.0005795567,0.0004115616,0.000347297,0.0004138424,0.0005917842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049394,"about_ca_system_score_gemma":0.0009707813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105819,"about_ca_topic_score_gemma":0.06181502,"domain_scores_codex":[0.9989881,0.0001104682,0.00004465433,0.0001261237,0.0006615368,0.00006911635],"domain_scores_gemma":[0.9990616,0.0001107902,0.0001465159,0.0001033174,0.0005078298,0.00006998012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000235872,0.0001353993,0.008691798,0.0001723072,0.00001999213,0.00005988639,0.0001585105,0.001399151,0.953082,0.0001756413,0.0003726361,0.03549694],"study_design_scores_gemma":[0.0000197092,0.001108292,0.03115255,0.00001758946,0.00002384268,0.0001633993,0.0001641545,0.00226675,0.9599315,0.00007814664,0.005047431,0.00002673028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502955,0.0008882474,0.04256089,0.0001046873,0.00008487205,0.0001456684,0.0006231143,0.0006455441,0.004651599],"genre_scores_gemma":[0.9667168,0.0004147039,0.02783852,0.00003521542,0.00001032656,0.00004077494,0.0005016683,0.00004689731,0.004395026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105819,"threshold_uncertainty_score":0.02198762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05125349930325124,"score_gpt":0.2907702999462159,"score_spread":0.2395168006429647,"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."}}