{"id":"W4385191937","doi":"10.1016/j.cej.2023.145003","title":"Janus microbial membrane constructed by multiple biological self-assembly for photothermal conversion","year":2023,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Janus; Photothermal therapy; Membrane; Nanotechnology; Chemistry; Materials science; Biochemical engineering; Engineering; Biochemistry","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":[0.000138766,0.0003074586,0.0002990484,0.0002053087,0.0003063786,0.0004472299,0.0001880488,0.0003467843,0.0003088197],"category_scores_gemma":[0.0001451457,0.0001909939,0.0003579465,0.0001656844,0.0001687856,0.0004732637,0.0004047571,0.000621097,0.0001810315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876134,"about_ca_system_score_gemma":0.000154841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001334095,"about_ca_topic_score_gemma":0.0002932087,"domain_scores_codex":[0.9998848,0.00001561119,0.00000952269,0.00002264491,0.00003647622,0.00003083187],"domain_scores_gemma":[0.9999459,0.000007469763,0.00001523993,0.000006564946,0.000009481124,0.00001527465],"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":[0.00002690281,0.00001548833,0.00006817536,0.00003404225,0.000004933814,0.00002739319,0.00001475805,0.0001370361,0.9981081,0.0002459117,0.00001960658,0.001297693],"study_design_scores_gemma":[0.000005807798,0.00008007307,0.0004019329,0.000003758489,0.00001142361,0.00005129199,0.00002311971,0.002237821,0.995949,0.0000789226,0.001150158,0.000006650587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872965,0.001426208,0.009818869,0.0000900548,0.0001071929,0.000021387,0.00005059866,0.0001104385,0.001078812],"genre_scores_gemma":[0.9932178,0.0004561438,0.005399572,0.00002006109,0.000008827572,0.00002230318,0.00006042483,0.0000140645,0.0008006895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004472299,"threshold_uncertainty_score":0.00136131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575345574962937,"score_gpt":0.2335886877688436,"score_spread":0.2178352320192142,"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."}}