{"id":"W7132224821","doi":"","title":"VISCO-hyper-elastic membrane formulation (polyethylene terephthalate)","year":2001,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Membrane; Work (physics); Membrane technology; Ultrafiltration (renal)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005424838,0.0003389528,0.0003798585,0.0004858658,0.0003404282,0.0005882465,0.0005672019,0.0003414954,0.04827042],"category_scores_gemma":[0.000578603,0.0001706802,0.0002277969,0.0005489641,0.0001663056,0.0004403665,0.0002745926,0.0007812693,0.02452525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137995,"about_ca_system_score_gemma":0.0007465795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120152,"about_ca_topic_score_gemma":0.001093656,"domain_scores_codex":[0.9996176,0.00004909571,0.00002547062,0.00003945057,0.0002297067,0.00003855655],"domain_scores_gemma":[0.9996866,0.00006696954,0.00005074457,0.00006254183,0.0001005362,0.00003250469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001545258,0.0008911863,0.0007008509,0.001148913,0.0000478079,0.0003313804,0.0001391051,0.001191765,0.7229037,0.008545574,0.0696869,0.1928676],"study_design_scores_gemma":[0.00008476769,0.00078359,0.001646851,0.00009082926,0.00004307008,0.000368563,0.00004291723,0.0005691927,0.766131,0.0003629797,0.2298597,0.00001650873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2542658,0.01656831,0.09110212,0.003778848,0.00404303,0.002528366,0.0453425,0.003184552,0.5791865],"genre_scores_gemma":[0.2879005,0.01452043,0.02973097,0.0002789765,0.0002571134,0.0008054351,0.0297803,0.0007314261,0.6359949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04827042,"threshold_uncertainty_score":0.1614807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640187039211746,"score_gpt":0.308956144392217,"score_spread":0.2625542740000995,"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."}}