{"id":"W1538500432","doi":"10.1109/leos.1990.690696","title":"High Resolution Spatially Resolved And Spectrally Resolved Photoluminescence Mapping","year":2005,"lang":"en","type":"article","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Photoluminescence; Image resolution; Resolution (logic); Materials science; Remote sensing; Optics; Optoelectronics; Computer science; Geology; Physics; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.00043737,0.0002167039,0.0003784427,0.0001929254,0.0001833334,0.00003758839,0.000126196,0.00009160861,0.000297311],"category_scores_gemma":[0.0002446386,0.0001808721,0.00006758287,0.0002703363,0.0002409308,0.0001524727,0.0001210449,0.0002905999,0.00004206684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006115,"about_ca_system_score_gemma":0.0001066681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006370241,"about_ca_topic_score_gemma":0.001046898,"domain_scores_codex":[0.9981333,0.00005847694,0.0003516797,0.0004517641,0.0004654531,0.0005393027],"domain_scores_gemma":[0.9991076,0.00009945693,0.00006658836,0.0003967782,0.000148169,0.0001814054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001075611,0.0001933072,0.002379596,0.000115924,0.0001442615,0.00008797379,0.0007289212,0.000009544471,0.975591,0.0006992768,0.004142202,0.01483236],"study_design_scores_gemma":[0.01904495,0.00271872,0.4215283,0.0009863228,0.0002127522,0.0005421939,0.001165226,0.03420208,0.4021601,0.000792678,0.1149563,0.001690307],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976133,0.0009041695,0.002903369,0.01049994,0.00007613441,0.0008618541,0.000007545028,0.0002678424,0.008346148],"genre_scores_gemma":[0.9690153,0.0007796446,0.02218822,0.001006151,0.0003417592,0.00003618494,0.00001683561,0.00002918487,0.006586697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.573431,"threshold_uncertainty_score":0.7375751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135205957432599,"score_gpt":0.2813226786638994,"score_spread":0.2599706190895734,"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."}}