{"id":"W2946519554","doi":"10.1016/j.jcis.2019.05.047","title":"Structural parameters of soft PNIPAM microgel particles as a function of crosslink density","year":2019,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rheology; Polymer; Thermodynamics; Materials science; Polymer chemistry; Light scattering; Yield (engineering); Dynamic light scattering; Scattering; Nanoparticle; Composite material; Nanotechnology; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000154043,0.0001804644,0.00009692353,0.0002488839,0.0001428042,0.0002100751,0.0001457839,0.0002509106,0.00226654],"category_scores_gemma":[0.0003996011,0.0001329698,0.0001079436,0.0001860162,0.0002773751,0.0002762777,0.0001186848,0.0003210522,0.0002416004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396969,"about_ca_system_score_gemma":0.0001457543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087343,"about_ca_topic_score_gemma":0.0008773604,"domain_scores_codex":[0.9999259,0.000005511441,0.000004781496,0.00001962082,0.00002251527,0.00002172214],"domain_scores_gemma":[0.9996284,0.0001586331,0.0000873181,0.0000205914,0.00005081982,0.00005425092],"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":[0.0003657829,0.00002843018,0.001042119,0.00003279316,0.000007991669,0.00006023561,0.00006915247,0.001447522,0.9949908,0.0001388919,0.00007647753,0.001739826],"study_design_scores_gemma":[0.00001684769,0.0002709132,0.02058158,0.000005631312,0.00001246027,0.00007009654,0.0001125182,0.0112847,0.9672337,0.00008305298,0.0003106763,0.00001787691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988018,0.00009586639,0.0004856315,0.00001484011,0.000004563826,0.000002550665,0.0001001086,0.00001838717,0.0004762876],"genre_scores_gemma":[0.9991807,0.00004932735,0.0002079421,0.00001110312,0.000001758721,0.000003708849,0.0001104112,0.000005811625,0.000429105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00226654,"threshold_uncertainty_score":0.007582307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009838666472051867,"score_gpt":0.2420716083622511,"score_spread":0.2322329418901992,"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."}}