{"id":"W2567875689","doi":"10.1002/adom.201770005","title":"Transparent Wood: Luminescent Transparent Wood (Advanced Optical Materials 1/2017)","year":2017,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Luminescence; Materials science; Planar; Optoelectronics; Optical materials; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002396579,0.0006113459,0.0009339175,0.0000883117,0.0003521427,0.0003285928,0.0007584105,0.0002192564,0.0004670775],"category_scores_gemma":[0.0001053234,0.0005573981,0.000143983,0.00006211561,0.0002195129,0.0004433195,0.0000830084,0.000193676,0.0002665281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006478,"about_ca_system_score_gemma":0.00003395374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005026862,"about_ca_topic_score_gemma":0.000007989124,"domain_scores_codex":[0.9969932,0.00006526341,0.0009242648,0.0006346687,0.0004941386,0.0008884345],"domain_scores_gemma":[0.9983889,0.0001502449,0.0001365488,0.0008717554,0.00008569894,0.0003668421],"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":[0.0003644406,0.000118017,0.000004396098,0.0002557398,0.00009726434,0.0000826968,0.0001319357,0.02792647,0.9521986,0.005481045,0.00006487435,0.01327448],"study_design_scores_gemma":[0.001752653,0.00022697,0.00519624,0.0002541368,0.0001019192,0.00004066146,0.00002301408,0.0001922839,0.9856734,0.004097952,0.001627881,0.0008129276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165636,0.0002294066,0.07488415,0.0005894744,0.003189375,0.0008904481,0.0002600817,0.0005506495,0.002842832],"genre_scores_gemma":[0.9760492,0.0001985181,0.02260838,0.000107769,0.0004658478,0.0002459013,0.0001255707,0.0001216942,0.00007709619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05948564,"threshold_uncertainty_score":0.9996877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537862920585462,"score_gpt":0.2713394953088967,"score_spread":0.245960866103042,"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."}}