{"id":"W2969785882","doi":"10.1021/acsaem.9b01257","title":"Electrochemical Characterization of Hydrocarbon Bipolar Membranes with Varying Junction Morphology","year":2019,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Membrane; Chemical engineering; Polymer; Dissociation (chemistry); Hydrocarbon; Electrolyte; Materials science; Electrolysis; Ion exchange; Electrochemistry; Chemistry; Ion; Electrode; Organic chemistry; Composite material; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002286394,0.0002442636,0.0001540311,0.00033929,0.0001722195,0.0003081526,0.000221817,0.0004397574,0.000739549],"category_scores_gemma":[0.0004341899,0.0001103184,0.000132887,0.0003769833,0.0001270495,0.0003194599,0.0001521531,0.0003338127,0.0002125677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543201,"about_ca_system_score_gemma":0.00007125452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003743999,"about_ca_topic_score_gemma":0.0005940976,"domain_scores_codex":[0.9998627,0.00001257723,0.00001133452,0.00003119589,0.00006001747,0.00002213033],"domain_scores_gemma":[0.9997765,0.00005200769,0.00004868387,0.00001432968,0.00008735703,0.00002110412],"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":[0.0000114117,0.000006274101,0.000111409,0.000009721393,0.000001658631,0.00001906554,0.00001810186,0.00002294776,0.9990897,0.00002157281,0.00001009983,0.0006779731],"study_design_scores_gemma":[0.000003430731,0.00008615637,0.003543023,0.000003264647,0.000007214279,0.00009881249,0.00004844545,0.0007588257,0.9948424,0.00002358369,0.0005805622,0.00000428724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993858,0.0005339331,0.004101866,0.00004262968,0.00001525582,0.00001954752,0.0002966712,0.00006461965,0.001067378],"genre_scores_gemma":[0.9912964,0.0007586874,0.00621956,0.00003348544,0.000006655486,0.00003855224,0.0002741168,0.00002588275,0.001346711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000739549,"threshold_uncertainty_score":0.00247401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002682697489620948,"score_gpt":0.1502924896771134,"score_spread":0.1476097921874925,"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."}}