{"id":"W2124683937","doi":"10.1149/2.0071504eel","title":"An Approach to Measure the Water Breakthrough in Porous Carbon Materials","year":2015,"lang":"en","type":"article","venue":"ECS Electrochemistry Letters","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dew point; Materials science; Electrolyte; Capillary action; Water transport; Porosity; Characterization (materials science); Porous medium; Capillary pressure; Dew; Work (physics); Relative humidity; Ambient pressure; Chemical engineering; Environmental science; Composite material; Nanotechnology; Condensation; Thermodynamics; Water flow; Environmental engineering; Chemistry; Electrode","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003950484,0.0005494955,0.0003229749,0.001113289,0.0003176547,0.0004307034,0.0008332644,0.0008420681,0.0007726196],"category_scores_gemma":[0.0007420293,0.0002778751,0.0002875024,0.0006266115,0.0004032773,0.0009147078,0.0005348313,0.001051741,0.0003462264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005710525,"about_ca_system_score_gemma":0.0003870272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057439,"about_ca_topic_score_gemma":0.001280358,"domain_scores_codex":[0.9992284,0.00003969079,0.00002878886,0.0001537345,0.0004969989,0.00005239634],"domain_scores_gemma":[0.9995298,0.0001348001,0.00008895522,0.00004597466,0.0001726016,0.00002771166],"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":[0.00002469518,0.00002146523,0.0002556517,0.00007469329,0.000009113052,0.00002337777,0.00001778777,0.0002144889,0.9896312,0.0002410435,0.00009195048,0.009394557],"study_design_scores_gemma":[0.000004621155,0.00008831001,0.0006406127,0.000002651242,0.00000753856,0.00005917877,0.000009200278,0.004078838,0.9937204,0.0001266762,0.001250566,0.00001134299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3855718,0.004766642,0.598485,0.0005892357,0.0002838259,0.0003493475,0.00162451,0.001941777,0.006387837],"genre_scores_gemma":[0.7579244,0.001936133,0.2352813,0.0002572421,0.00006743523,0.0003529931,0.0005313588,0.00007880879,0.003570349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001113289,"threshold_uncertainty_score":0.004143357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00827406787054433,"score_gpt":0.1833926591471826,"score_spread":0.1751185912766383,"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."}}