{"id":"W4391885285","doi":"10.32920/25234405.v1","title":"Exploring Bodipy Dyes in Light-Harvesting, Energy Transfer and Bio-Inspired Probe Designs","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"BODIPY; Fluorescence; Chemistry; Photochemistry; Combinatorial chemistry; Absorption (acoustics); Molecule; Nanotechnology; Dye-sensitized solar cell; Materials science; Computer science; Organic chemistry; Physics; Physical chemistry","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":[0.0002795295,0.0004099302,0.0002349095,0.000241141,0.0002304553,0.0007044204,0.0004144959,0.0005593472,0.002361827],"category_scores_gemma":[0.0001339868,0.0003346418,0.0002059438,0.0002756421,0.0003332311,0.001018507,0.000428717,0.0007487076,0.000955376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007278513,"about_ca_system_score_gemma":0.0002813471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004229659,"about_ca_topic_score_gemma":0.0008497597,"domain_scores_codex":[0.9999083,0.00001184162,0.000003470476,0.00002380727,0.00002800769,0.00002454138],"domain_scores_gemma":[0.999969,0.00001135071,0.00000553484,0.00000255257,0.000005711885,0.000005868529],"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":[0.0001010522,0.0000916672,0.0002104187,0.000964355,0.00001698868,0.0002296286,0.0002264509,0.003810704,0.8772042,0.03849351,0.001825255,0.07682589],"study_design_scores_gemma":[0.0000339345,0.0005852774,0.0004950395,0.0001688442,0.00002189436,0.0003397706,0.0001162698,0.008843234,0.8597297,0.006057211,0.1235737,0.00003508291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5108791,0.1877888,0.1834683,0.004310672,0.000664203,0.0004913401,0.0007331706,0.0009991995,0.1106652],"genre_scores_gemma":[0.6925294,0.1415,0.1195832,0.0011,0.0001146596,0.0006018105,0.0004426018,0.0001215925,0.04400657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361827,"threshold_uncertainty_score":0.007901132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185130948174702,"score_gpt":0.2666488570313013,"score_spread":0.1481357622138311,"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."}}