{"id":"W2315826955","doi":"10.1139/cjce-2012-0159","title":"Thermal conductivity of bitumen concrete","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal conductivity; Asphalt; Aggregate (composite); Asphalt concrete; Materials science; Portland cement; Thermal; Composite material; Geotechnical engineering; Cement; Mineralogy; Geology; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001969244,0.0001065408,0.0002289363,0.0002547692,0.0000186079,0.00004518699,0.0001855555,0.00005131004,0.002080723],"category_scores_gemma":[0.0000470475,0.0001040081,0.00006522374,0.0001206047,0.00002927572,0.0002737014,0.000008249995,0.0001703083,0.00001712216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007701271,"about_ca_system_score_gemma":0.0001604171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045668,"about_ca_topic_score_gemma":0.001894216,"domain_scores_codex":[0.999209,0.00001273464,0.0002903509,0.0000488253,0.0001354573,0.0003035892],"domain_scores_gemma":[0.9993226,0.00003667101,0.00004378671,0.000113831,0.0001220371,0.0003610933],"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":[0.000002177134,6.003397e-7,0.0006259576,0.000145145,0.0001244339,0.00003629947,0.0002748897,0.05234796,0.9431254,0.0001419673,0.002326946,0.0008482581],"study_design_scores_gemma":[0.002741301,0.0005522057,0.02844041,0.000889548,0.0001207974,0.0002540971,0.0004953131,0.1410774,0.7808263,0.0001890697,0.04295565,0.001457917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948871,0.0006835184,0.0006756361,0.00004065586,0.0004735554,0.0000823522,0.000008277888,0.00001643038,0.003132538],"genre_scores_gemma":[0.9996784,0.00002355366,0.00009221453,0.000007205068,0.000140615,0.000003339531,9.356896e-7,0.00002526671,0.00002848836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1622991,"threshold_uncertainty_score":0.9988315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145592930668446,"score_gpt":0.1923638266924199,"score_spread":0.1809078973857354,"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."}}