{"id":"W2007403046","doi":"10.1063/1.2900559","title":"Mechanisms of solute orientational order in nematic liquid crystals","year":2008,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of New South Wales","keywords":"Ansatz; Liquid crystal; Order (exchange); Materials science; Chemical physics; Biaxial nematic; Thermodynamics; Statistical physics; Condensed matter physics; Chemistry; Physics; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006375664,0.0000884764,0.0002428412,0.00003170449,0.00003441667,0.000006535618,0.0004146123,0.00002522143,0.000137234],"category_scores_gemma":[0.000326461,0.00005784149,0.00005588073,0.0002538339,0.0001948853,0.0003810395,0.0001170018,0.000175639,0.00001281971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007044504,"about_ca_system_score_gemma":0.0002106775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006132989,"about_ca_topic_score_gemma":2.341149e-7,"domain_scores_codex":[0.9982536,0.00009321974,0.0005105996,0.00006990388,0.0008492871,0.0002233947],"domain_scores_gemma":[0.9987914,0.0002654421,0.0003729119,0.0001544775,0.0003397473,0.0000760204],"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":[0.0003822763,0.0001450845,0.000003682896,0.00002895248,0.000009009122,0.000007632518,0.0004218336,0.0005739012,0.9971514,0.001081221,0.0001761942,0.00001874952],"study_design_scores_gemma":[0.0005418544,0.0002048156,0.00001305478,0.00006007219,0.000009194874,0.0000384503,0.00006829802,0.000111525,0.950509,0.04836844,0.00001942933,0.00005588782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766766,0.00003939967,0.0227522,0.0001852558,0.0000759743,0.00009381659,0.000005740832,0.000003410349,0.000167605],"genre_scores_gemma":[0.9951456,0.00003015228,0.004633402,0.00007303633,0.00007396354,0.000002122477,0.0000011016,0.00001001555,0.00003065775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04728721,"threshold_uncertainty_score":0.2358707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027278135423402,"score_gpt":0.3017822279834775,"score_spread":0.2715094466292435,"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."}}