{"id":"W2002355687","doi":"10.1119/1.4801364","title":"Deeper Insight into Fluorescence—Excitation of Molecules by Light","year":2013,"lang":"en","type":"article","venue":"The Physics Teacher","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Big Little Science Centre; Kamloops Art Gallery; University of Alberta","funders":"","keywords":"Fluorescence; Excitation; Optics; Physics; Chemistry; Nanotechnology; Materials science; Quantum mechanics","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":[0.001556549,0.0006497317,0.0004593203,0.0008226337,0.001620288,0.002007323,0.001141887,0.002630917,0.005507947],"category_scores_gemma":[0.002047894,0.0003993318,0.0004071275,0.0006034045,0.004957724,0.008482629,0.001749991,0.007622768,0.001885783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752748,"about_ca_system_score_gemma":0.0009389248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121081,"about_ca_topic_score_gemma":0.00106113,"domain_scores_codex":[0.9995142,0.000100329,0.00001857263,0.00005616018,0.0002333865,0.000077328],"domain_scores_gemma":[0.9994816,0.0002645251,0.000025614,0.00007900315,0.0001002662,0.00004889817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002175158,0.00007587243,0.0003475519,0.0007418239,0.00002211577,0.0007025601,0.001568849,0.001019432,0.03378906,0.7639478,0.1195777,0.07798965],"study_design_scores_gemma":[0.00002584776,0.0001006475,0.0003307821,0.0001969561,0.000009450672,0.0005617652,0.0003874441,0.001654674,0.01587194,0.3426715,0.638135,0.00005391056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02796499,0.2681138,0.1446651,0.3807124,0.06286572,0.0001169099,0.0007791382,0.001191731,0.1135903],"genre_scores_gemma":[0.5011183,0.2346641,0.05775652,0.09156433,0.04052371,0.0001900943,0.0008059227,0.0007733147,0.07260368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005507947,"threshold_uncertainty_score":0.01842594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108397822538908,"score_gpt":0.2455287233705572,"score_spread":0.2344447451451681,"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."}}