{"id":"W2044211161","doi":"10.1520/jte100475","title":"Deicer Salt Scaling Resistance of Concrete Containing Manufactured Sands","year":2006,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Aggregate (composite); Geotechnical engineering; Materials science; Geology; Metallurgy; Composite material","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":[0.0005134372,0.0003628499,0.0002468332,0.0004903252,0.0002065926,0.0002731192,0.0001836178,0.0002598037,0.001691716],"category_scores_gemma":[0.001659136,0.0001676133,0.0002500704,0.0002097495,0.0002578065,0.0002445847,0.0002684357,0.0002371455,0.0002820838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540956,"about_ca_system_score_gemma":0.0001307477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002111,"about_ca_topic_score_gemma":0.002627617,"domain_scores_codex":[0.9993526,0.00009877604,0.00007363367,0.00008640842,0.0003189205,0.00006966192],"domain_scores_gemma":[0.9980969,0.0004987058,0.0004844047,0.0002283764,0.0005111042,0.0001805065],"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":[0.0004722128,0.0001082592,0.004462981,0.00004528593,0.00001891103,0.0001067767,0.0001615779,0.001998139,0.9875053,0.00006103456,0.00005182975,0.005007625],"study_design_scores_gemma":[0.0000102901,0.001656372,0.01671566,0.000008069524,0.00002046114,0.00007552433,0.0001058791,0.002946963,0.9777977,0.0000223728,0.0006293608,0.00001125934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990232,0.00009692896,0.0002446768,0.000005105487,0.000003625978,0.00001090928,0.00004371023,0.0000210724,0.0005507608],"genre_scores_gemma":[0.9986743,0.00005968851,0.0003528748,0.000006640822,0.000001244468,0.000004028039,0.00007754507,0.000007836182,0.0008159258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002002111,"threshold_uncertainty_score":0.005659401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238661490590433,"score_gpt":0.2637256303600138,"score_spread":0.2398594813009705,"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."}}