{"id":"W599493588","doi":"","title":"Suitable Test Method for Predicting Effect of Stripping on Mechanical Properties of Canadian Pavements","year":2006,"lang":"en","type":"article","venue":"10TH INTERNATIONAL CONFERENCE ON ASPHALT PAVEMENTS - AUGUST 12 TO 17, 2006, QUEBEC CITY, CANADA","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Stripping (fiber); Aggregate (composite); Geotechnical engineering; Shear modulus; Modulus; Materials science; Composite material; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009844351,0.0004539884,0.0005221387,0.0007533485,0.0001493011,0.00007528548,0.0006249999,0.0001448076,0.0008919178],"category_scores_gemma":[0.0002833097,0.000452834,0.0001011137,0.0003805381,0.000031874,0.0002914923,0.00007792924,0.0002640855,0.00000664874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743555,"about_ca_system_score_gemma":0.001002289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9449436,"about_ca_topic_score_gemma":0.9884635,"domain_scores_codex":[0.9962707,0.00008909137,0.001060929,0.0004801351,0.001383132,0.0007160163],"domain_scores_gemma":[0.998333,0.000232486,0.0003297134,0.0003530032,0.0004706325,0.0002811608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009146005,0.0009739127,0.09877949,0.002572018,0.002071259,0.0000338829,0.000483115,0.4633074,0.2089349,0.01585999,0.1701201,0.03594927],"study_design_scores_gemma":[0.003564246,0.001315795,0.01336177,0.001513447,0.0001414235,0.000002114205,0.0002240207,0.2682663,0.697567,0.0001133728,0.01301848,0.0009119658],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531594,0.0000458713,0.01066891,0.0008518144,0.002739413,0.004071423,0.002482611,0.0001622006,0.02581837],"genre_scores_gemma":[0.9926111,0.000008819767,0.001317626,0.0003600714,0.0001950949,0.0003220162,0.0003357147,0.00006135288,0.004788186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886321,"threshold_uncertainty_score":0.9997923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708933491151092,"score_gpt":0.2748318115871173,"score_spread":0.2377424766756064,"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."}}