{"id":"W4403029235","doi":"10.1364/bgpp.2024.jm3d.3","title":"Fabrication and Optimization of Highly Solar Reflective and Long-Wavelength Infrared (LWIR) Emissive Porous Polymers for Passive Daytime Radiative Cooling","year":2024,"lang":"en","type":"article","venue":"","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Daytime; Materials science; Fabrication; Optoelectronics; Infrared; Wavelength; Optics; Polymer; Radiative transfer; Physics; Composite material; Medicine","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":[0.00005796656,0.0001336995,0.0001616836,0.0001846509,0.00005364602,0.00004743924,0.00005693859,0.0001185017,0.000017701],"category_scores_gemma":[0.0001360889,0.0001288589,0.00002593065,0.0002155983,0.00005639316,0.0002125189,0.00002147838,0.00009590048,9.36906e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006653163,"about_ca_system_score_gemma":0.00002994646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007630524,"about_ca_topic_score_gemma":0.000001789136,"domain_scores_codex":[0.9993997,0.00001249359,0.00019122,0.0001887292,0.00006912493,0.0001387733],"domain_scores_gemma":[0.9995502,0.0001757452,0.00004921414,0.00009692195,0.0000860019,0.00004190112],"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":[0.0002044205,0.00003965035,0.000173792,0.0007061579,0.000794613,0.00001021783,0.008907882,0.6552842,0.009917282,0.01441245,0.002383057,0.3071662],"study_design_scores_gemma":[0.0003163301,0.00009141671,0.0006589892,0.00005783107,0.00005117502,0.000005527593,0.0006374338,0.9645773,0.03230428,0.0008802413,0.0002338228,0.000185674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05391923,0.004199317,0.9376764,0.0002818186,0.0002151312,0.0006305048,0.00008717713,0.001261836,0.001728536],"genre_scores_gemma":[0.9886334,0.000750047,0.01020483,0.00002640347,0.00003355576,0.00004596244,0.00003047495,0.00003059716,0.0002447186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9347142,"threshold_uncertainty_score":0.5254713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008577742835119072,"score_gpt":0.2300772680206483,"score_spread":0.2214995251855292,"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."}}