{"id":"W364718910","doi":"10.33593/iccp.v1i1.1178","title":"CONCRETE PAVEMENT DESIGN FOR CANADIAN AIRFIELDS","year":2025,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Concrete Pavements","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Civil engineering; Transport engineering; Forensic engineering; Construction engineering; Architectural 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003828674,0.0009783715,0.0002241422,0.001661549,0.001993388,0.001345227,0.001047697,0.0006142819,0.01643805],"category_scores_gemma":[0.0006871065,0.0003589273,0.0004794969,0.001652453,0.0005453117,0.0005108131,0.0006103546,0.0004526139,0.002322357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0087419,"about_ca_system_score_gemma":0.01602965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.677896,"about_ca_topic_score_gemma":0.8563966,"domain_scores_codex":[0.9991693,0.00005351606,0.00002380924,0.00006058788,0.0005825593,0.0001101774],"domain_scores_gemma":[0.9996976,0.00001323762,0.00001153804,0.0000118898,0.0002340256,0.00003167706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002128479,0.00006994169,0.002970371,0.001240916,0.00002285781,0.0007031538,0.0007993318,0.195216,0.08081421,0.112391,0.08167674,0.5238826],"study_design_scores_gemma":[0.00003563815,0.0001774154,0.009914941,0.0003684522,0.00005011389,0.0006704211,0.0005969643,0.05100109,0.02299109,0.008899863,0.9051637,0.0001303565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.08177397,0.01470575,0.3306599,0.001811918,0.001000234,0.0008881059,0.004435796,0.002926971,0.5617973],"genre_scores_gemma":[0.4872125,0.01572668,0.2217571,0.0003028359,0.0001150805,0.0004325865,0.00296164,0.0005806312,0.2709109],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.322104,"threshold_uncertainty_score":0.6480018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490999042745472,"score_gpt":0.2525342828374941,"score_spread":0.2276242924100393,"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."}}