{"id":"W4251494921","doi":"10.1063/1.4736414.1","title":"10.1063/1.4736414.1","year":2012,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mesoscopic physics; Molecular dynamics; Membrane; Diffusion; Crossover; Materials science; Chemical physics; Elastic modulus; Bending; Lipid bilayer; Chemistry; Physics; Thermodynamics; Computational chemistry; Composite material; Condensed matter physics","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":["insufficient_payload"],"category_scores_codex":[0.00009940397,0.0006434881,0.0004715585,0.0001088934,0.00009556006,0.0002191962,0.0006478083,0.0008964975,0.002293146],"category_scores_gemma":[0.0001135568,0.0005615663,0.0004085712,0.0001391247,0.0001339313,0.00002117052,0.0004097307,0.0003627226,0.003985722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003022333,"about_ca_system_score_gemma":0.00009598785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003645082,"about_ca_topic_score_gemma":0.00005000081,"domain_scores_codex":[0.9977351,0.00003691294,0.0004102994,0.000742156,0.0003707568,0.0007047419],"domain_scores_gemma":[0.9982318,0.00001873327,0.0002134948,0.001173267,0.00008603441,0.0002766472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009556697,0.0001543862,0.00002297706,0.00009014356,0.0001043777,0.00002013333,0.000003299725,2.703044e-7,0.009822382,0.000001301364,0.9854761,0.004209009],"study_design_scores_gemma":[0.0004366587,0.0003758613,0.00007982601,0.00002681973,0.0001575708,0.0001238506,0.00000890516,9.397411e-8,0.008660449,0.000004034327,0.9893946,0.000731355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002873081,0.0005073159,0.000005917894,0.00001294467,0.0009187004,0.0003325671,0.9910788,0.00003873988,0.004231933],"genre_scores_gemma":[0.01145377,0.00008145961,0.00001855523,0.0002218622,0.003082006,0.00005636516,0.9758481,0.00007436505,0.009163476],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01523066,"threshold_uncertainty_score":0.9996836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008261376390619586,"score_gpt":0.2448889927980549,"score_spread":0.2366276164074353,"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."}}