{"id":"W4380087872","doi":"10.1038/s44172-023-00082-3","title":"Radiative cooling sorbent towards all weather ambient water harvesting","year":2023,"lang":"en","type":"article","venue":"Communications Engineering","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"David and Lucile Packard Foundation","keywords":"Environmental science; Relative humidity; Cellulose; Materials science; Meteorology; Chemical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0008236974,0.000208907,0.0002063151,0.0003093701,0.0002178949,0.0001013171,0.001003322,0.00009532761,0.0001159427],"category_scores_gemma":[0.0003025745,0.0001937658,0.00009389348,0.0004986246,0.00005030804,0.0002031961,0.000516135,0.0003428912,0.0006946505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572195,"about_ca_system_score_gemma":0.00002217606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000266665,"about_ca_topic_score_gemma":0.00001624565,"domain_scores_codex":[0.9985066,0.0001789017,0.0004065812,0.0002588492,0.0001865839,0.0004624794],"domain_scores_gemma":[0.9975717,0.0002661957,0.00005909673,0.001882815,0.00009972423,0.0001204426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000111539,0.0001062619,0.0003316653,0.00007290053,0.0002990765,0.000008708049,0.0165388,0.7438329,0.1681915,0.03243359,0.0006553925,0.03751807],"study_design_scores_gemma":[0.0004111802,0.00001783355,0.006045972,0.00006098261,0.00004583035,0.00001006943,0.0004074707,0.5345217,0.07318699,0.0005404938,0.3842409,0.0005106035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4438174,0.003983293,0.4484338,0.01475384,0.003870844,0.002516092,0.00009472388,0.01526325,0.0672668],"genre_scores_gemma":[0.9042017,0.0002214642,0.09300952,0.0001087511,0.000101804,0.0002794921,0.0002559487,0.0001118546,0.001709442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4603843,"threshold_uncertainty_score":0.8928558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07451868415678786,"score_gpt":0.3163062457629396,"score_spread":0.2417875616061517,"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."}}