{"id":"W1537081965","doi":"10.1080/1358314x.2012.669273","title":"Surfaces and Interfaces of Liquid Crystals, Th. Rasing and I. Musevic","year":2012,"lang":"en","type":"article","venue":"Liquid Crystals Today","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Liquid crystal; Materials science; Chemical physics; Chemistry; Optoelectronics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001936907,0.0004231122,0.0006519267,0.0002082492,0.0002383329,0.0001679093,0.0004278552,0.0001501892,0.0006776794],"category_scores_gemma":[0.0006064001,0.0003650715,0.00006518127,0.0002722127,0.0006819768,0.001842175,0.0008905064,0.0002136702,0.00003253616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008563617,"about_ca_system_score_gemma":0.00008812357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001213509,"about_ca_topic_score_gemma":0.00002341841,"domain_scores_codex":[0.9962937,0.0003481784,0.000775479,0.000614896,0.0008024416,0.001165339],"domain_scores_gemma":[0.9979174,0.0004330403,0.0003599609,0.0005686149,0.0001836401,0.000537391],"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":[0.0007730132,0.0001336582,0.0008231641,0.0003300504,0.0000312234,0.000006045208,0.001740233,0.00002237784,0.9952743,0.0003960851,0.000181759,0.0002880946],"study_design_scores_gemma":[0.0008218393,0.001637486,0.001424947,0.0003425052,0.00004051215,0.00004895586,0.001362934,0.00004583894,0.9826505,0.0002092788,0.01089924,0.0005159296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887397,0.008304918,0.0004118987,0.0002933252,0.0003748285,0.0005496459,0.0001014099,0.0001181253,0.00110612],"genre_scores_gemma":[0.9961858,0.0008739416,0.002118649,0.0001109423,0.0001506009,0.00003852787,0.000009504497,0.00006110152,0.0004509509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262376,"threshold_uncertainty_score":0.9998801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413407141080768,"score_gpt":0.2956105258753372,"score_spread":0.2714764544645295,"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."}}