{"id":"W2599590015","doi":"","title":"Effect of Superabsorbent Polymers (SAP) on the Freeze-Thaw Resistance of Concrete: Results of a RILEM Interlaboratory Study","year":2017,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Superabsorbent polymer; Materials science; Polymer; Composite material; Forensic engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004721596,0.0002512936,0.0004924804,0.0001421272,0.0001521124,0.00002451056,0.0008149768,0.00008882077,0.0001302802],"category_scores_gemma":[0.0001196444,0.0001852253,0.0001587459,0.000167521,0.0002794169,0.0001723887,0.000162172,0.0002171867,0.000006038917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006546011,"about_ca_system_score_gemma":0.00003765487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000949129,"about_ca_topic_score_gemma":0.0002074871,"domain_scores_codex":[0.9986265,0.0001532657,0.0004002098,0.0002533317,0.0003275668,0.0002391214],"domain_scores_gemma":[0.9981149,0.0002762573,0.0002530825,0.001142737,0.0001425807,0.00007039059],"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":[0.01554859,0.0002409875,0.03718182,0.001854738,0.00179216,0.0003323781,0.02481541,0.0006018578,0.8857995,0.001305552,0.01089985,0.01962713],"study_design_scores_gemma":[0.007520814,0.004963519,0.02234058,0.0008594446,0.0005835897,0.000002300682,0.01003601,0.000487669,0.9475655,0.000002710158,0.005014364,0.0006235417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991916,0.0003725533,0.000004033901,0.00008665114,0.0002104571,0.0005410045,0.0003065903,0.00005550869,0.006507172],"genre_scores_gemma":[0.9993196,0.00003842367,0.00002400588,0.000006271427,0.00003170491,0.000003527909,0.000004873732,0.00003194534,0.0005397035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06176593,"threshold_uncertainty_score":0.7553267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008494870557421146,"score_gpt":0.2115118545257106,"score_spread":0.2030169839682895,"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."}}