{"id":"W7027980350","doi":"","title":"Effect of casting solvent interactions on proton conductivity in sulfonated polymer (SPEEK) proton exchange membranes","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dimethylacetamide; Sulfuric acid; Solvent; Conductivity; Sulfonic acid; Polymer; Proton; Proton conductor; Membrane","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":[0.0005561687,0.0005520402,0.0005873456,0.000242158,0.0002549486,0.0004778436,0.0001749225,0.0002962851,0.0009290219],"category_scores_gemma":[0.002220169,0.0003118359,0.0002464833,0.0002919729,0.0003374582,0.0003936701,0.0003681568,0.0005400031,0.0001401836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346254,"about_ca_system_score_gemma":0.0002418751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006789229,"about_ca_topic_score_gemma":0.00119065,"domain_scores_codex":[0.9995044,0.0001496147,0.00005673748,0.00008271173,0.0001401349,0.00006635302],"domain_scores_gemma":[0.9982022,0.001185818,0.0003193771,0.00005603348,0.0001382733,0.00009826195],"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":[0.0003211512,0.00002265362,0.0003661068,0.0001166806,0.00002136096,0.0001179449,0.00005407398,0.0004129216,0.9963064,0.00005738726,0.00001771987,0.002185596],"study_design_scores_gemma":[0.000005357002,0.0001598558,0.0007741639,0.000003877294,0.00001989903,0.00004609737,0.00001281297,0.000474078,0.9983191,0.000008095199,0.000172838,0.000003846695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965898,0.001232137,0.001403861,0.00003110326,0.00002307707,0.00001093181,0.00005967799,0.00003645913,0.0006130768],"genre_scores_gemma":[0.9933835,0.001574067,0.00399942,0.00002615488,0.00002636505,0.00001422855,0.00009248882,0.00003505836,0.0008487617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009290219,"threshold_uncertainty_score":0.003107905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09207829371264878,"score_gpt":0.4024565373609435,"score_spread":0.3103782436482947,"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."}}