{"id":"W2166919692","doi":"10.1209/0295-5075/94/66003","title":"Modelling defect-bonded chains produced by colloidal particles in a cholesteric liquid crystal","year":2011,"lang":"en","type":"article","venue":"Europhysics Letters (EPL)","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Planar; Particle (ecology); Materials science; Topological defect; Liquid crystal; Colloidal particle; Cholesteric liquid crystal; Chemical physics; Anchoring; Crystallography; Condensed matter physics; Colloid; Crystal (programming language); Colloidal crystal; Chemistry; Physics; Optoelectronics; Physical chemistry; Structural engineering","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":[0.0004243774,0.000747791,0.0008066534,0.0008367925,0.0008547817,0.00140998,0.001201139,0.002811748,0.003042928],"category_scores_gemma":[0.000905698,0.0006664498,0.0008670395,0.0005171618,0.001330038,0.0008089484,0.0007936966,0.0008364939,0.000350968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136762,"about_ca_system_score_gemma":0.001419269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02530629,"about_ca_topic_score_gemma":0.01219597,"domain_scores_codex":[0.9998221,0.00003690102,0.000006906511,0.00002297194,0.0000428277,0.00006842639],"domain_scores_gemma":[0.9993367,0.0002974627,0.0001067298,0.00004391793,0.00006229254,0.0001529252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007144171,0.00006774288,0.0009659125,0.00003484083,0.00002898696,0.0002600203,0.00005124158,0.9848866,0.009204184,0.003991539,0.00006718083,0.0003703261],"study_design_scores_gemma":[0.0000463576,0.00003508027,0.0002573715,0.000004184469,0.000007421207,0.00001404448,0.00002140397,0.997609,0.00104099,0.0008479671,0.0001072841,0.000008874774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751714,0.0001630126,0.01569517,0.0001974627,0.00002154382,0.00005884488,0.0001772015,0.00006146921,0.008453904],"genre_scores_gemma":[0.9867535,0.0001555603,0.008105959,0.00005105197,0.00001302195,0.0001527495,0.0001917653,0.00007850573,0.004497847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02530629,"threshold_uncertainty_score":0.05031794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737368115991333,"score_gpt":0.2449644984659924,"score_spread":0.207590817306079,"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."}}