{"id":"W2578652521","doi":"10.1002/pi.5100","title":"Structures and dynamics of microparticles in suspension studied using ultrasound scattering techniques","year":2016,"lang":"en","type":"article","venue":"Polymer International","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; University of Manitoba","keywords":"Suspension (topology); Viscoelasticity; Materials science; Ultrasonic sensor; Soft matter; Particle (ecology); Phase (matter); Characterization (materials science); Ultrasound; Complex fluid; Nanotechnology; Optics; Composite material; Colloid; Acoustics; Mechanics; Chemistry; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001305449,0.0002079933,0.0001742183,0.0004838401,0.0002187523,0.0003403494,0.0002036084,0.0002914128,0.001015657],"category_scores_gemma":[0.0001673936,0.0001419069,0.0001661902,0.0002271776,0.0002367709,0.0002909084,0.000156055,0.0004420332,0.0004801121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061722,"about_ca_system_score_gemma":0.0001220845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007189007,"about_ca_topic_score_gemma":0.0004286673,"domain_scores_codex":[0.9999065,0.000006558894,0.000006075572,0.00003149299,0.00003443287,0.00001490373],"domain_scores_gemma":[0.9998856,0.00003527962,0.00002845146,0.000004974927,0.0000293555,0.00001640185],"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":[0.00003082284,0.00001498872,0.0003287456,0.00003233069,0.00000597369,0.00007016172,0.00005634267,0.0002206439,0.9966233,0.0001931895,0.00007323291,0.00235037],"study_design_scores_gemma":[0.00001442498,0.0002251567,0.006231705,0.00001195099,0.00001961836,0.0002308133,0.00008571678,0.01170924,0.9790922,0.0003039034,0.002054077,0.00002114721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792573,0.003797079,0.01323542,0.0001585518,0.000072986,0.00003472335,0.0002579094,0.0001422739,0.003043836],"genre_scores_gemma":[0.9884356,0.001116223,0.00602834,0.00006790703,0.00002790279,0.00003128501,0.0002366509,0.00003122429,0.004024888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001015657,"threshold_uncertainty_score":0.003397703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118970845531877,"score_gpt":0.2808883241416584,"score_spread":0.2689912395884707,"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."}}