{"id":"W4385844664","doi":"10.1039/d3ta03128d","title":"Wood-inspired polypyrrole/cellulose aerogels with vertically aligned channels prepared by facile freeze-casting for efficient interfacial solar evaporation","year":2023,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada First Research Excellence Fund","keywords":"Polypyrrole; Materials science; Evaporation; Composite number; Cellulose; Chemical engineering; Casting; Evaporator; Composite material; Polymer","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":[0.00009468971,0.0002987603,0.0001517742,0.0001210588,0.000106454,0.0001851786,0.0001595844,0.0002201481,0.0005041845],"category_scores_gemma":[0.0001082339,0.0001892038,0.0002105642,0.0001156905,0.0001238135,0.0003155052,0.0001250888,0.000426753,0.0001620073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660735,"about_ca_system_score_gemma":0.0001950795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004685265,"about_ca_topic_score_gemma":0.001492942,"domain_scores_codex":[0.9999435,0.000002686406,0.000003343615,0.00001637117,0.00001485132,0.00001917871],"domain_scores_gemma":[0.9999385,0.0000115545,0.0000200891,0.000007901549,0.000009454292,0.00001248484],"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":[0.00000730536,0.000004911898,0.00001949824,0.0000208158,0.000001411398,0.00002367201,0.000004996753,0.0001107723,0.9990908,0.00008036306,0.00001759983,0.0006180023],"study_design_scores_gemma":[0.00000388245,0.00002613036,0.0003644029,0.000001602284,0.000003789632,0.00003462251,0.000003970659,0.0009826685,0.9979244,0.00001331554,0.0006371081,0.000004026408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750635,0.001058704,0.02073129,0.00006274767,0.00006810623,0.00003780188,0.000318228,0.0002536813,0.002405872],"genre_scores_gemma":[0.9848198,0.0005936979,0.01310821,0.00002300654,0.00001223607,0.00002808878,0.000137867,0.000038857,0.001238388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005041845,"threshold_uncertainty_score":0.001686692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366894870929341,"score_gpt":0.2707204425719879,"score_spread":0.2470514938626945,"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."}}