{"id":"W4308297853","doi":"10.1016/j.cemconcomp.2022.104831","title":"Sulfate resistance of cement composites containing Nano-Fibrillated Cellulose (NFC)","year":2022,"lang":"en","type":"article","venue":"Cement and Concrete Composites","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Portlandite; Materials science; Cement; Composite material; Ultimate tensile strength; Scanning electron microscope; Fourier transform infrared spectroscopy; Ettringite; Chemical engineering; Portland cement","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":[0.0002405484,0.0003138504,0.0001994094,0.0002500427,0.000151962,0.0001676959,0.0001388168,0.0002232492,0.001393499],"category_scores_gemma":[0.0003339537,0.0001639524,0.000223252,0.0001469516,0.0002057934,0.000203479,0.0001360611,0.0002943144,0.0001956756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953116,"about_ca_system_score_gemma":0.0002112431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206024,"about_ca_topic_score_gemma":0.00317231,"domain_scores_codex":[0.9998052,0.00003150511,0.00001231163,0.00002758838,0.00007953447,0.00004402136],"domain_scores_gemma":[0.9996815,0.00009299518,0.00007058404,0.00002310565,0.00007668383,0.00005522481],"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":[0.0002085718,0.0000158638,0.0003040756,0.00002410446,0.000004590826,0.00003350628,0.00002992151,0.0001683614,0.998426,0.00003908512,0.00001709689,0.0007288179],"study_design_scores_gemma":[0.000003572066,0.0001750355,0.002258229,0.000001581371,0.000006593372,0.00003199551,0.00001783143,0.000725345,0.9965533,0.000008387157,0.0002150745,0.000003065518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990976,0.0001788742,0.0002442825,0.000006663689,0.000008200348,0.000003224563,0.00003053894,0.00001126104,0.0004194168],"genre_scores_gemma":[0.9988661,0.00007480603,0.0002173639,0.000005950226,0.000002640918,0.000001901534,0.00004553423,0.000006573473,0.0007792737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002206024,"threshold_uncertainty_score":0.004661739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409980680186208,"score_gpt":0.2187911582570359,"score_spread":0.2046913514551738,"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."}}