{"id":"W2066313497","doi":"10.1080/15421406.2013.789393","title":"Alignment of Chromonic Liquid Crystals: A Difficult Task","year":2013,"lang":"en","type":"article","venue":"Molecular Crystals and Liquid Crystals","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Excellence in Mining Innovation","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; University of Regina","keywords":"Homeotropic alignment; Thermotropic crystal; Liquid crystal; Materials science; Schlieren; Lyotropic; Planar; Thin film; Ribbon; Molecule; Evaporation; Chemical physics; Nanotechnology; Optics; Optoelectronics; Chemistry; Liquid crystalline; Composite material; Computer science; Organic chemistry","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":[0.0003130602,0.0001995034,0.0003180444,0.0001885666,0.0003874539,0.000602773,0.0002751613,0.0003022513,0.001156401],"category_scores_gemma":[0.0004813725,0.0001787869,0.0001293496,0.0002522153,0.0003547907,0.0007245261,0.0003727294,0.0006761579,0.0007106541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002925955,"about_ca_system_score_gemma":0.0002735839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005056515,"about_ca_topic_score_gemma":0.0006314742,"domain_scores_codex":[0.9997106,0.00004671734,0.00001699588,0.0000649646,0.00009429803,0.00006633341],"domain_scores_gemma":[0.9997509,0.00006600845,0.0000546286,0.00005702767,0.00004320344,0.00002822563],"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":[0.00006730463,0.00005721131,0.0005913213,0.0001603877,0.00001205898,0.0001289213,0.0001429051,0.0005295303,0.9423327,0.004780957,0.0004181486,0.05077862],"study_design_scores_gemma":[0.00000994985,0.0001466393,0.0008031536,0.000008356191,0.00001071333,0.0001875567,0.00005606014,0.001580448,0.9847565,0.0004893207,0.01193911,0.00001218205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8371998,0.01471954,0.1297367,0.001377449,0.0004067576,0.0001690005,0.0000979131,0.0004494421,0.01584337],"genre_scores_gemma":[0.9206862,0.004927345,0.06641756,0.0002629648,0.0001495021,0.00006811788,0.0001317488,0.0001876452,0.007168789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001156401,"threshold_uncertainty_score":0.00386852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114987054624338,"score_gpt":0.2590861025769853,"score_spread":0.2479362320307419,"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."}}