{"id":"W2060650223","doi":"10.1103/physreve.73.032701","title":"Phase transitions of semiflexible hard-sphere chain liquids","year":2006,"lang":"en","type":"article","venue":"Physical Review E","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Toronto","funders":"","keywords":"Isotropy; Excluded volume; Statistical physics; Chain (unit); Phase transition; Liquid crystal; Monte Carlo method; Hard spheres; Physics; Virial coefficient; Condensed matter physics; Mathematics; Thermodynamics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016954,0.0001024528,0.0003246734,0.000009243689,0.00004449203,0.00001990198,0.000129541,0.0000157269,0.0009369827],"category_scores_gemma":[0.0000122348,0.0000748936,0.0001087202,0.0001029351,0.00007069776,0.00008262331,0.00002160291,0.00003780792,0.0001568247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000917312,"about_ca_system_score_gemma":0.00002425716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001184204,"about_ca_topic_score_gemma":0.000005032966,"domain_scores_codex":[0.9992303,0.0000658662,0.0002458947,0.0001558955,0.0001486907,0.000153391],"domain_scores_gemma":[0.9996176,0.00001898812,0.00007027348,0.000202067,0.00005263313,0.00003841852],"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":[0.00001643582,0.0003596958,6.931896e-7,0.001152872,0.000002264565,9.468575e-7,0.00002777621,0.00001448194,0.9691157,0.02680463,0.00138651,0.001117988],"study_design_scores_gemma":[0.001047973,0.0007314617,0.00004857596,0.003336492,0.000151118,0.000005424678,0.000008730221,0.003171634,0.8784474,0.02030104,0.09228207,0.0004680629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798585,0.01019338,0.000561539,0.0007907458,0.0001397123,0.0003140065,0.0001818088,0.00006044038,0.007899864],"genre_scores_gemma":[0.9969081,0.001734516,0.0004122028,0.0002383253,0.00018628,0.00004054032,0.00002780197,0.00001229497,0.000439949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09089556,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219849276034694,"score_gpt":0.302197660671313,"score_spread":0.2802127330678436,"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."}}