{"id":"W4283793540","doi":"10.1016/j.carbpol.2022.119809","title":"Highly ordered asymmetric cellulose-based honeycomb membrane for moisture-electricity generation and humidity sensing","year":2022,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Materials science; Honeycomb; Membrane; Moisture; Cellulose; Chemical engineering; Porosity; Humidity; Composite material; Nanotechnology; Chemistry; Meteorology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000178118,0.0002341803,0.0002780663,0.0002598769,0.0003393505,0.00006252073,0.00008754466,0.0000668524,0.00002582831],"category_scores_gemma":[0.00005978204,0.0002691191,0.00006302074,0.0005806279,0.00003527256,0.00008678145,0.00002886876,0.0001450861,0.000001060193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512298,"about_ca_system_score_gemma":0.00003062284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536088,"about_ca_topic_score_gemma":0.00001313459,"domain_scores_codex":[0.9987996,0.00008765459,0.000261898,0.0003000963,0.0001726595,0.0003780638],"domain_scores_gemma":[0.9994759,0.000119945,0.00006796551,0.0001926704,0.00003624349,0.0001072818],"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":[0.00002212211,0.00001113544,0.00000895567,0.0000502059,0.00002573165,0.000005906225,0.00004919964,0.2085629,0.7888526,0.0001172453,0.0001572099,0.002136787],"study_design_scores_gemma":[0.0005514632,0.0000593177,0.00003762182,0.00000323584,0.00003589992,0.000004276046,0.00001864196,0.2888897,0.7087155,0.000059212,0.001340204,0.0002849645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730116,0.0009177615,0.02282701,0.00007949551,0.001435829,0.000285759,0.00007485261,0.0004513466,0.0009163384],"genre_scores_gemma":[0.99743,0.00002526761,0.001652848,0.0001406562,0.0002197981,0.00004036678,0.000192369,0.00007467846,0.0002239757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08032679,"threshold_uncertainty_score":0.9999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685208983946464,"score_gpt":0.2146869128728688,"score_spread":0.1978348230334042,"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."}}