{"id":"W623026368","doi":"","title":"Advances in Hot In-Place Recycling Technology","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Compaction; Rut; Asphalt pavement; Overlay; Engineering; Fatigue cracking; Waste management; Cracking; Road surface; Environmental science; Civil engineering; Geotechnical engineering; Materials science; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003861084,0.0004276024,0.0003697096,0.0009305557,0.00007590732,0.00009246916,0.0007072766,0.0001655008,0.002201112],"category_scores_gemma":[0.00006354438,0.0005017305,0.00004054813,0.0006493444,0.00004651236,0.0006561595,0.0001143005,0.0004946359,0.00005483288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002613588,"about_ca_system_score_gemma":0.0005555039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4457106,"about_ca_topic_score_gemma":0.9874946,"domain_scores_codex":[0.9966271,0.00004620699,0.0009419092,0.0005700366,0.001084425,0.0007303236],"domain_scores_gemma":[0.999103,0.00005663521,0.0001781791,0.0003463695,0.0001805183,0.0001353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002467129,0.0004459958,0.2075104,0.0001553089,0.00009953991,0.000175292,0.0001743087,0.6558571,0.002528323,0.01496345,0.05105667,0.0667869],"study_design_scores_gemma":[0.008576951,0.0004214678,0.2886626,0.0021329,0.00004896794,0.00001777944,0.001367457,0.2920209,0.02312667,0.003756992,0.3762715,0.003595779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870298,0.0003122543,0.003925859,0.002746854,0.003373265,0.001461349,0.0002129032,0.0003287626,0.1173407],"genre_scores_gemma":[0.9901462,0.0001764463,0.0006152304,0.0006784874,0.0001762462,0.0002337593,0.0002095211,0.00004924873,0.007714855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.541784,"threshold_uncertainty_score":0.9997435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894201067976033,"score_gpt":0.2714862615475125,"score_spread":0.2525442508677522,"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."}}