{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f8f5fd686222","filters":{"venue":"Handbook of Liquid Crystals"}},"results":[{"id":"W1784458478","doi":"10.1002/9783527671403.hlc089","title":"Nanoparticles: Additives and Building Blocks for Liquid Crystal Phases","year":2014,"lang":"en","type":"other","venue":"Handbook of Liquid Crystals","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Citation; Library science; Chemistry; Nanotechnology; Computer science; Materials science","authors":[{"name":"S. Umadevi","is_ca":true},{"name":"V. Ganesh","is_ca":false},{"name":"Torsten Hegmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02210633829410324,"gpt":0.3068101341132088,"spread":0.2847037958191055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077813,0.0005023818,0.001122609,0.0003841303,0.00009598893,0.000053548,0.0005433423,0.0002633915,0.004632256],"category_scores_gemma":[0.0007998846,0.0004615462,0.0001919692,0.0001202344,0.0008694174,0.0001578653,0.0003788976,0.0001184426,0.000009419279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004766812,"about_ca_system_score_gemma":0.0001940808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004939626,"about_ca_topic_score_gemma":0.00002005657,"domain_scores_codex":[0.9967074,0.000151184,0.000878995,0.0007514599,0.0007403318,0.0007705758],"domain_scores_gemma":[0.9973083,0.0006028235,0.0009412104,0.0006152355,0.0002505817,0.0002818985],"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":[0.001632922,0.0001372597,0.000002489129,0.001109178,0.00008488555,0.000004420363,0.0001249937,0.000008542695,0.960561,0.0002527898,0.03592525,0.0001562651],"study_design_scores_gemma":[0.001314826,0.003530297,3.809929e-7,0.003310347,0.00007125671,0.000005303942,0.00007170533,0.00001645257,0.8239151,0.0001434396,0.1672478,0.0003730959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8053839,0.04371926,0.07005918,0.0001198545,0.001248376,0.007908291,0.01194353,0.0007517555,0.05886585],"genre_scores_gemma":[0.7124497,0.002955109,0.06206797,0.000152193,0.001494339,0.001217364,0.0002246317,0.001685145,0.2177536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1588877,"threshold_uncertainty_score":0.9997836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}