{"id":"W3190523752","doi":"","title":"Adhesion of Ice to Concrete: Bonds and their Influence on Abrasion Mechanisms","year":2019,"lang":"en","type":"article","venue":"NPARC","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abrasion (mechanical); Adhesion; Bond; Materials science; Composite material; Forensic engineering; Business; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000478797,0.0002916688,0.0002958945,0.000458534,0.000401818,0.0006476979,0.0004144192,0.0003460832,0.003033529],"category_scores_gemma":[0.0008278811,0.0002865906,0.0001930995,0.0001768522,0.0004644005,0.00056603,0.0004597816,0.000532072,0.0004290565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855647,"about_ca_system_score_gemma":0.0001991366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701153,"about_ca_topic_score_gemma":0.002754264,"domain_scores_codex":[0.9996547,0.00004382315,0.00001622732,0.0000411885,0.0001831738,0.00006095225],"domain_scores_gemma":[0.9994924,0.000197033,0.0001386954,0.00003043863,0.00009311069,0.00004835958],"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":[0.0001972444,0.00008673966,0.01290383,0.0003881149,0.0000433593,0.0004271468,0.0006356776,0.004412751,0.955322,0.001441365,0.0001196908,0.02402204],"study_design_scores_gemma":[0.00001516647,0.000895031,0.1299217,0.0000861052,0.0000612745,0.0007122844,0.001559881,0.01672058,0.8443335,0.001013562,0.00463906,0.00004187633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991603,0.001711136,0.003401149,0.00003957862,0.00001329091,0.00002805134,0.00003380951,0.00001508418,0.003154983],"genre_scores_gemma":[0.9971624,0.00075359,0.0007237748,0.00001062831,0.00000409837,0.000009015755,0.00001815753,0.000007444559,0.001310969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033529,"threshold_uncertainty_score":0.01014811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005330391785382696,"score_gpt":0.1985628112793774,"score_spread":0.1932324194939948,"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."}}