{"id":"W2047824728","doi":"10.3390/ma3020918","title":"Cement and Concrete Nanoscience and Nanotechnology","year":2010,"lang":"en","type":"article","venue":"Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":448,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Multidisciplinary approach; Nanotechnology; Cement; Materials science; Work (physics); Engineering; Construction engineering; Civil engineering; Composite material; Mechanical engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002166568,0.0000822156,0.0001245661,0.00004858814,0.00005061937,0.0001103908,0.00008175603,0.00007371469,0.0006162708],"category_scores_gemma":[0.00002078699,0.00007347843,0.000004656103,0.00003643004,0.000113958,0.00006573083,0.0000998964,0.00004924047,0.00002468996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005022356,"about_ca_system_score_gemma":0.000005125671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002888533,"about_ca_topic_score_gemma":0.000005851653,"domain_scores_codex":[0.9994602,0.0000120353,0.0001202781,0.0001315681,0.00007573206,0.00020022],"domain_scores_gemma":[0.9997851,0.00001497802,0.0000112437,0.0001300174,0.00001098575,0.00004769519],"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":[0.00000405635,2.809538e-7,0.0000878368,0.00003750766,0.000003757168,0.00000261012,0.00003336918,1.503131e-7,0.9975504,0.0009374541,0.00009809455,0.001244524],"study_design_scores_gemma":[0.0001634932,0.00003079491,0.0005265428,0.000005790602,0.000002900186,0.00001323604,0.00001402819,0.0000732991,0.9880558,0.0001543584,0.01086813,0.00009162546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985942,0.00006696947,0.00002156896,0.0001051604,0.0006058614,0.000121336,0.00002179738,0.0001206589,0.0003424877],"genre_scores_gemma":[0.9993877,0.0001996106,0.0002436211,0.00003033868,0.00004940542,0.00002335459,0.000003371476,0.0000104529,0.00005215867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077003,"threshold_uncertainty_score":0.6747733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008117315245212085,"score_gpt":0.2230687082191883,"score_spread":0.2149513929739762,"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."}}