{"id":"W4280575238","doi":"10.1038/s41467-022-30123-y","title":"Shape and structural relaxation of colloidal tactoids","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Sleep & Circadian Network","funders":"Branco Weiss Fellowship – Society in Science; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Isotropy; Relaxation (psychology); Chemical physics; Materials science; Colloid; Anisotropy; Liquid crystal; Soft matter; Physics; Chemistry; Optics; 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":[0.00007411482,0.0001097463,0.00008904237,0.00009255572,0.00012374,0.0001674355,0.0001754946,0.0001941637,0.0003477455],"category_scores_gemma":[0.0003277705,0.00008716223,0.0001200896,0.00007203323,0.000297483,0.0002413775,0.000145244,0.0002624049,0.00005812956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945814,"about_ca_system_score_gemma":0.0001708589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008073697,"about_ca_topic_score_gemma":0.0006997248,"domain_scores_codex":[0.9999628,0.000003058205,0.00000144355,0.000009694525,0.00001554061,0.000007564973],"domain_scores_gemma":[0.9999013,0.00003466894,0.00002286847,0.00001031234,0.00002070775,0.00001007549],"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":[0.00008740244,0.00003175061,0.001922754,0.00004104447,0.000009231516,0.0001482566,0.000115494,0.03017462,0.9583477,0.003000175,0.0001555772,0.005966048],"study_design_scores_gemma":[0.00001925432,0.0001247036,0.00713329,0.000006051584,0.000008720291,0.0001368854,0.00007642178,0.5937902,0.3958949,0.001970444,0.0008116047,0.00002759685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989747,0.0001191767,0.008494371,0.0000421472,0.000007452979,0.000008044893,0.00003722305,0.0000354895,0.001509049],"genre_scores_gemma":[0.9980497,0.00006481074,0.001466587,0.00001297867,0.000001821066,0.000007678756,0.00003464315,0.000008596732,0.0003531805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008073697,"threshold_uncertainty_score":0.002137363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341981390607932,"score_gpt":0.3393344511502052,"score_spread":0.3159146372441259,"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."}}