{"id":"W6929276589","doi":"10.48550/arxiv.cond-mat/0005490","title":"Effect of order-parameter fluctuations on the Halperin-Lubensky-Ma first-order transition in superconductors and liquid crystals","year":2000,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Superconductivity; Crossover; Liquid crystal; Power law; Transition temperature; Crystal (programming language)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008054184,0.0003595195,0.0004694334,0.0003131945,0.0001765192,0.00007014316,0.0005800746,0.0002172689,0.00135287],"category_scores_gemma":[0.000556332,0.0002970775,0.0001084465,0.0005432938,0.0004280275,0.0003608177,0.00037084,0.0004655023,0.00005141312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139396,"about_ca_system_score_gemma":0.0001343537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004630872,"about_ca_topic_score_gemma":0.0002275335,"domain_scores_codex":[0.9974862,0.0006423477,0.0003230448,0.0008569364,0.0002392189,0.0004522036],"domain_scores_gemma":[0.9976719,0.00115913,0.0001253551,0.0007682156,0.0001442623,0.0001311171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006978888,0.0006694613,0.0007110148,0.001508892,0.0002059003,0.0003428188,0.00343345,0.5743629,0.4046316,0.006459227,0.0001555249,0.0005403388],"study_design_scores_gemma":[0.0105321,0.01464068,0.003136466,0.004651805,0.0007671192,0.00003246185,0.001587677,0.1347233,0.7927285,0.03078539,0.002194264,0.004220295],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965302,0.000044335,0.001251634,0.0002396867,0.0001427624,0.001121698,0.0001385948,0.00004328297,0.0004878239],"genre_scores_gemma":[0.9991689,0.0003200103,0.00009385033,0.00005592468,0.00002501767,0.00001436232,0.00003060352,0.00002968628,0.0002616227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4396396,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543409723084686,"score_gpt":0.2288684695948145,"score_spread":0.1834343723639677,"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."}}