{"id":"W4390150298","doi":"10.1061/jmcee7.mteng-16143","title":"Sustainable Induction-Heatable Cold Patching Using Microwave and Reclaimed Asphalt Pavement","year":2023,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Asphalt; Raw material; Materials science; Waste management; Environmental science; Energy consumption; Asphalt pavement; Asphalt concrete; Durability; Process engineering; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003374633,0.0002174347,0.0005139243,0.0005249197,0.00009012398,0.0002685906,0.0002039191,0.000115219,0.0002965567],"category_scores_gemma":[0.0002639041,0.0002129526,0.00003794948,0.0003878518,0.00003026688,0.000560278,0.0001557651,0.0001469166,0.0000168811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586988,"about_ca_system_score_gemma":0.0001033594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375158,"about_ca_topic_score_gemma":0.00001292789,"domain_scores_codex":[0.9977051,0.0001363338,0.00097551,0.0002260755,0.0003426624,0.0006143266],"domain_scores_gemma":[0.9990499,0.0001267748,0.0003896303,0.0001768029,0.0001447476,0.0001121317],"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":[0.00003324346,0.00002082759,0.00005331318,0.0002606589,0.00001218405,0.0001305426,0.000252351,0.01106373,0.9875977,0.000385407,0.0001720572,0.00001797087],"study_design_scores_gemma":[0.0006427498,0.0001276664,0.0006264684,0.0003040459,0.00002248597,0.0001879442,0.0002575281,0.0003096827,0.996328,0.0005824385,0.0003991197,0.0002118971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997288,0.0002571118,0.0004552765,0.0001109933,0.001578682,0.0002201545,0.000009129534,0.00005987612,0.00002074343],"genre_scores_gemma":[0.9945821,0.0001497322,0.004625193,0.00002672747,0.0003987244,0.0000107479,0.000002620311,0.00004671946,0.0001574384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01075405,"threshold_uncertainty_score":0.8683953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602909521580468,"score_gpt":0.2402212720994648,"score_spread":0.2241921768836601,"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."}}