{"id":"W2087485511","doi":"10.1016/j.surfcoat.2010.09.046","title":"Characterization of Al2O3–TiO2 nano porous solar absorbers derived via MAO/sol-gel hybrid process","year":2010,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Anatase; Emissivity; Sol-gel; X-ray photoelectron spectroscopy; Porosity; Molar absorptivity; Rutile; Chemical engineering; Surface roughness; Phase (matter); Analytical Chemistry (journal); Photocatalysis; Nanotechnology; Optics; Composite material; Chromatography; Catalysis","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":[0.0001643114,0.0001884642,0.0002109862,0.0003142099,0.0001696319,0.0002771594,0.0002406204,0.0002620541,0.001100663],"category_scores_gemma":[0.0002488773,0.0001688185,0.0002482691,0.0002718878,0.000157952,0.0002310304,0.0001194505,0.0002630003,0.0001863773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689349,"about_ca_system_score_gemma":0.0001118955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212476,"about_ca_topic_score_gemma":0.002538873,"domain_scores_codex":[0.99989,0.000008742173,0.000009092121,0.0000239764,0.00004486427,0.0000234538],"domain_scores_gemma":[0.9998507,0.0000523467,0.00002817493,0.00001215095,0.00004353871,0.00001308688],"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":[0.00003973139,0.000004999277,0.00006544949,0.0000215684,0.000004034701,0.00002232492,0.00001699948,0.00003698767,0.9992828,0.00001550688,0.00001138839,0.0004780944],"study_design_scores_gemma":[0.000004862165,0.00004741652,0.001772982,0.000001532942,0.000011326,0.00003642714,0.00001870254,0.0005519332,0.9972242,0.00000793777,0.0003198859,0.000002909763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954126,0.0004300598,0.002892349,0.00002457754,0.00001190443,0.00001765602,0.000209799,0.0000601586,0.000940862],"genre_scores_gemma":[0.9963847,0.0002163274,0.00198103,0.00001660018,0.000005022654,0.00002323872,0.0001688692,0.00001692971,0.00118735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001212476,"threshold_uncertainty_score":0.003682077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005460621139563819,"score_gpt":0.2094445892135946,"score_spread":0.2039839680740308,"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."}}