{"id":"W2056273959","doi":"10.1103/physrevlett.107.168301","title":"Particle Trapping and Banding in Rapid Colloidal Solidification","year":2011,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Colloidal particle; Colloid; Trapping; Materials science; Particle (ecology); Phase diagram; Chemical physics; Kinetic energy; Non-equilibrium thermodynamics; Phase (matter); Thermodynamics; Chemical engineering; Chemistry; Physics; Classical mechanics; Geology","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":[0.0002490206,0.00007217215,0.0001721769,0.00001158087,0.00003752562,0.00002781087,0.00007683809,0.000004855405,0.0001192715],"category_scores_gemma":[0.00002170052,0.00005594649,0.00002447546,0.00007107935,0.00005040629,0.0001261369,0.00002672007,0.00003500781,0.00004451276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001234784,"about_ca_system_score_gemma":0.000004511056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004489819,"about_ca_topic_score_gemma":0.000002460845,"domain_scores_codex":[0.9993882,0.00007187384,0.0001556147,0.0001571389,0.00007431896,0.0001528839],"domain_scores_gemma":[0.9997869,0.00001992802,0.00004504959,0.0001020167,0.000007828363,0.00003832029],"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":[0.000009335758,0.00002451297,0.0001821237,0.0002950353,0.000001222328,0.000001100302,0.0004962848,0.000001783898,0.9964458,0.0009580797,0.00004398359,0.001540727],"study_design_scores_gemma":[0.001077077,0.0002341942,0.03146768,0.004156417,0.0001097512,0.00001065507,0.0001105504,0.01272191,0.9403743,0.002312466,0.006359945,0.001065012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965172,0.001873537,0.00007777518,0.00106301,0.00006820496,0.0001669052,0.000001888698,0.00001843881,0.0002130137],"genre_scores_gemma":[0.9961572,0.001712191,0.0001149383,0.001931059,0.0000383024,0.00003545684,0.000001034475,0.000006092049,0.000003775488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05607147,"threshold_uncertainty_score":0.2281432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05070352751475733,"score_gpt":0.2662260743884246,"score_spread":0.2155225468736673,"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."}}