{"id":"W2781548314","doi":"10.1139/cgj-2017-0200","title":"Influence of polyacrylamide conformation on fabric of “tunable” kaolin–polymer composite","year":2018,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation","keywords":"Polymer; Composite number; Materials science; Particle (ecology); Ionic bonding; Molecule; Composite material; Polyacrylamide; Chemical engineering; Polymer chemistry; Chemistry; Geology; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002040686,0.0002877868,0.0001038146,0.0001431423,0.0001134617,0.0002433085,0.0001059691,0.0001163915,0.0006565173],"category_scores_gemma":[0.0003219245,0.000162884,0.0001155124,0.0001106589,0.0001854852,0.0002511346,0.0001097083,0.0002589814,0.000117938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122935,"about_ca_system_score_gemma":0.0001168129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002436021,"about_ca_topic_score_gemma":0.0007140046,"domain_scores_codex":[0.9998918,0.00001981944,0.00000979699,0.00002902622,0.00002395955,0.00002566678],"domain_scores_gemma":[0.9997759,0.00007594318,0.00007255102,0.00001278756,0.00002834389,0.00003441965],"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":[0.00008574926,0.00001486233,0.0001294065,0.00003445722,0.000003133026,0.00002121903,0.00002255555,0.0001736624,0.9987165,0.0000279658,0.00000855256,0.0007621102],"study_design_scores_gemma":[0.000004724136,0.0001202423,0.001056581,0.000003467424,0.000007544347,0.00001756169,0.00001377903,0.0006753615,0.9978424,0.000008624399,0.0002458999,0.000003816717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998667,0.0001543325,0.0005802548,0.0000109337,0.000005555119,0.000006191411,0.00002067462,0.00001573912,0.0005392659],"genre_scores_gemma":[0.9981621,0.0001761663,0.001338191,0.00001536085,0.000002781364,0.000008838169,0.00002523327,0.00001115804,0.0002602747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006565173,"threshold_uncertainty_score":0.002196252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005906029796142106,"score_gpt":0.1948596263501146,"score_spread":0.1889535965539725,"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."}}