{"id":"W4400014333","doi":"10.26434/chemrxiv-2024-rdrvn","title":"Room-temperature phosphorescence from bamboo fibers and designed materials","year":2024,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bamboo; Phosphorescence; Materials science; Composite material; Physics; Optics; Fluorescence","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":[0.0001253627,0.0003569917,0.0001277162,0.0001831557,0.0001222332,0.000206221,0.0001949354,0.0002577859,0.0008750165],"category_scores_gemma":[0.00006945041,0.0001469799,0.0001511076,0.0001109956,0.0001417374,0.0002563476,0.0001157545,0.0002720197,0.0003121709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814713,"about_ca_system_score_gemma":0.00009088486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000190452,"about_ca_topic_score_gemma":0.0003121536,"domain_scores_codex":[0.9999609,0.000004580422,0.000002565792,0.00001138069,0.00001088374,0.000009690651],"domain_scores_gemma":[0.9999751,0.000004464015,0.000007349255,0.00000355698,0.000004524024,0.000004936306],"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":[0.00001924236,0.000009485854,0.00006122574,0.00009908451,0.000002221265,0.00004731461,0.00001804045,0.0002683955,0.9972233,0.0005874203,0.00002829764,0.001635936],"study_design_scores_gemma":[0.000007566317,0.00006779529,0.0004145486,0.000005272639,0.000004321972,0.00009875132,0.00001339004,0.0009574615,0.9956943,0.0001225888,0.002608787,0.000005277569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581701,0.003363038,0.03217001,0.0001413652,0.00005365019,0.00008230611,0.0003812909,0.0002286859,0.005409452],"genre_scores_gemma":[0.9759668,0.001585311,0.01910748,0.00003348186,0.0000131181,0.000110188,0.0002351652,0.0000372735,0.002911129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008750165,"threshold_uncertainty_score":0.002927244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008439176568394827,"score_gpt":0.2000243156907445,"score_spread":0.1915851391223497,"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."}}