{"id":"W2093830751","doi":"10.1116/1.2148413","title":"Conduction anisotropy in porous thin films with chevron microstructures","year":2005,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Materials science; Anisotropy; Chevron (anatomy); Microstructure; Thin film; Thermal conduction; Substrate (aquarium); Composite material; Porosity; Conductivity; Deposition (geology); Electrical resistivity and conductivity; Layer (electronics); Titanium; Optics; Nanotechnology; Metallurgy; Chemistry; Electrical engineering; Geology","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":[0.001255442,0.0002307132,0.0004301187,0.0005997548,0.0003532543,0.0002139442,0.0006274782,0.000207044,0.0001318842],"category_scores_gemma":[0.0001309702,0.0001521522,0.00004040749,0.001192769,0.001413409,0.001100568,0.0001605484,0.0005361838,0.000007606661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006071291,"about_ca_system_score_gemma":0.0002063357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004291254,"about_ca_topic_score_gemma":0.00005501007,"domain_scores_codex":[0.9979238,0.00003027703,0.0006089903,0.0004113979,0.0004747376,0.0005508051],"domain_scores_gemma":[0.9987339,0.00005084996,0.0005650824,0.0002260822,0.0002886814,0.0001354487],"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":[0.00007452525,0.00005969419,0.00645529,0.000009823763,0.000003978307,0.00002653546,0.0004247303,0.0003265993,0.9902169,0.001610778,0.000196424,0.000594734],"study_design_scores_gemma":[0.001460738,0.00184091,0.01620178,0.0001587847,0.00003381759,0.001674137,0.002973142,0.001937316,0.9687374,0.00344167,0.001106397,0.0004339651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959217,0.0007913617,0.00009045776,0.002686063,0.0002274594,0.0001320814,0.000009273827,0.00005021633,0.00009134144],"genre_scores_gemma":[0.9268564,0.00009347091,0.07278536,0.0001415431,0.00003510916,0.000002596146,4.305129e-7,0.00001150963,0.00007356617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07269491,"threshold_uncertainty_score":0.6204587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00635722465569607,"score_gpt":0.2390878546044541,"score_spread":0.2327306299487581,"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."}}