{"id":"W1993260188","doi":"10.1002/pssa.200777878","title":"Exploring the thermal transformation of mesoporous titania using spectroscopic ellipsometry","year":2008,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto; National Science Foundation","keywords":"Ellipsometry; Materials science; Refractive index; Anisotropy; Mesoporous material; Isotropy; Annealing (glass); Scanning electron microscope; Dispersion (optics); Analytical Chemistry (journal); Optics; Thin film; Nanotechnology; Chemistry; Composite material; Optoelectronics; Physics; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002249378,0.000174985,0.0003265106,0.0000578392,0.0003196681,0.00003839263,0.0002506027,0.00002524342,0.0002560175],"category_scores_gemma":[0.00001453036,0.0001244063,0.0001093624,0.0002812573,0.0001675425,0.0005713561,0.00004440893,0.00007878456,0.0001210866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005952326,"about_ca_system_score_gemma":0.00007973338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000333774,"about_ca_topic_score_gemma":0.00000481663,"domain_scores_codex":[0.998461,0.00009377288,0.0003743446,0.0002189968,0.0004139395,0.0004379535],"domain_scores_gemma":[0.9992163,0.0000506534,0.0002069685,0.0003907796,0.0000664726,0.00006886905],"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":[0.00002852236,0.00007545632,0.0001550968,0.00004489726,0.00001644585,0.000003345331,0.004292103,0.000326723,0.9938137,0.0009383577,0.00002614886,0.000279239],"study_design_scores_gemma":[0.0002243386,0.00006473125,0.004524706,0.00001849705,0.00005064246,0.000008165204,0.0004077317,0.0003162561,0.9937847,0.0002289928,0.0002157133,0.0001555464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970447,0.0001227298,0.0005464351,0.00005111034,0.0003665299,0.0001794363,0.0000311073,0.00005885222,0.001599057],"genre_scores_gemma":[0.9989343,0.0001645199,0.0005542883,0.00002693701,0.0002294159,0.00002205681,0.00001185,0.00002427879,0.00003237198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00436961,"threshold_uncertainty_score":0.5073142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07990596031704171,"score_gpt":0.2673507727526191,"score_spread":0.1874448124355774,"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."}}