{"id":"W2041347529","doi":"10.1680/macr.2008.61.6.389","title":"Combination of mechanical and optical profilometry techniques for concrete surface roughness characterisation","year":2009,"lang":"en","type":"article","venue":"Magazine of Concrete Research","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Profilometer; Surface finish; Surface roughness; Materials science; Interlocking; Bond strength; Composite material; Structural engineering; Adhesive; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423367,0.00112943,0.0006500147,0.002475491,0.0001689405,0.0006957299,0.0006044795,0.0007480405,0.001598001],"category_scores_gemma":[0.001963096,0.0005714276,0.0005009132,0.001188192,0.0004621062,0.001109328,0.0007003483,0.0007483823,0.0006479563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153433,"about_ca_system_score_gemma":0.0002884431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003042566,"about_ca_topic_score_gemma":0.00110482,"domain_scores_codex":[0.9986054,0.0002554243,0.00007625013,0.0002661947,0.000687989,0.0001086837],"domain_scores_gemma":[0.9977786,0.001013076,0.0002723443,0.0004427119,0.000436062,0.00005724287],"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":[0.0001237057,0.00007389297,0.002423011,0.0002917286,0.00004351158,0.00004642238,0.00008252661,0.001407693,0.9136939,0.0005971786,0.000249493,0.08096694],"study_design_scores_gemma":[0.0000460287,0.0009706945,0.02035052,0.00003710529,0.0001419667,0.0008666578,0.000161366,0.04357622,0.9286872,0.0008380656,0.004142514,0.0001816485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2926504,0.002423351,0.6992039,0.0001332603,0.0001359443,0.0002764229,0.0005867091,0.001321465,0.003268482],"genre_scores_gemma":[0.4907549,0.001525853,0.5051466,0.00009273237,0.00008285645,0.0003422577,0.0003741604,0.0001336302,0.001547161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002475491,"threshold_uncertainty_score":0.00752759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961072581115283,"score_gpt":0.3310863182369495,"score_spread":0.2914755924257966,"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."}}