{"id":"W6910957759","doi":"10.48660/13120022","title":"Thermodynamics of pore formation in lipid bilayers","year":2013,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lipid bilayer; Work (physics); Bilayer; Kinetics; Calorimetry","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":["insufficient_payload"],"category_scores_codex":[0.0001171439,0.000201339,0.0003050776,0.0005894311,0.000005831188,0.00001025397,0.0002235947,0.0002840153,0.00237103],"category_scores_gemma":[0.00002307579,0.0001809913,0.00006420939,0.000245841,0.00004723263,0.00009586656,0.00004153147,0.000157231,0.004517318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515733,"about_ca_system_score_gemma":0.00002894613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008427401,"about_ca_topic_score_gemma":0.001279229,"domain_scores_codex":[0.9990975,0.00004679424,0.0002693851,0.0001600583,0.0002279272,0.0001983246],"domain_scores_gemma":[0.9990917,0.00001496657,0.0004392476,0.0003928409,0.0000272814,0.0000339687],"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":[0.00002384566,0.0001623853,0.000563903,0.0005368838,0.00007867667,0.000006447181,0.001166902,0.0001062392,0.004035783,0.00257384,0.9819994,0.00874572],"study_design_scores_gemma":[0.001294072,0.00006983403,0.001586268,0.001088114,0.00006472948,0.00001117557,0.0003125677,0.02168779,0.000330052,0.000447215,0.9723129,0.0007952696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003177103,0.0001934279,0.0001221697,0.00002209886,0.0001641399,0.0005465271,0.0002136541,0.0001634295,0.9953974],"genre_scores_gemma":[0.2733523,0.0002417676,0.001431586,0.0000819934,0.0005044031,0.0001405845,0.001324095,0.003300904,0.7196224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2757751,"threshold_uncertainty_score":0.9985409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327196602434915,"score_gpt":0.2380622458806397,"score_spread":0.2247902798562905,"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."}}