{"id":"W3178736004","doi":"10.1063/5.0055381","title":"Effect of softness on glass melting and re-entrant solidification in mixtures of soft and hard colloids","year":2021,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phase diagram; Materials science; Colloid; Soft matter; Chemical physics; Rheology; Polymer; Glass transition; Soft materials; Component (thermodynamics); Phase (matter); Ergodicity; Thermodynamics; Nanotechnology; Composite material; Chemistry; Physics; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001548314,0.0003523106,0.000335973,0.0004424974,0.0001808171,0.0004275689,0.0001597784,0.0001808145,0.0008449604],"category_scores_gemma":[0.0004818508,0.0002052283,0.0002133771,0.0001971125,0.0003718405,0.0003931087,0.0004650849,0.0004462237,0.0001263185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209581,"about_ca_system_score_gemma":0.0001777773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000547191,"about_ca_topic_score_gemma":0.0005984075,"domain_scores_codex":[0.9998672,0.00001894466,0.00001168119,0.00003703235,0.00004616894,0.00001901271],"domain_scores_gemma":[0.9997677,0.0001053551,0.00005337771,0.00002028232,0.00001504167,0.00003826669],"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":[0.0001513423,0.00002570076,0.0007743228,0.00005381305,0.00002247615,0.00005616908,0.00003727919,0.002487169,0.9944363,0.0002230563,0.000008722479,0.001723612],"study_design_scores_gemma":[0.00001607756,0.000254744,0.002342393,0.000005049852,0.00003069386,0.00003331952,0.00001974534,0.01781079,0.9790847,0.0001490638,0.0002419005,0.00001143714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980095,0.0002161198,0.001380359,0.00001383947,0.000002946029,0.000009491098,0.00002998809,0.00002506549,0.0003127782],"genre_scores_gemma":[0.9990495,0.0001326515,0.0006596876,0.000006291051,0.000001567058,0.000008045815,0.00001984946,0.000008687157,0.000113707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008449604,"threshold_uncertainty_score":0.002826631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069061153762468,"score_gpt":0.2431902685334433,"score_spread":0.2324996569958186,"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."}}