{"id":"W2074408994","doi":"10.1016/s1350-4487(03)00016-7","title":"Towards a prediction of long-term anomalous fading of feldspar IRSL","year":2003,"lang":"en","type":"article","venue":"Radiation Measurements","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":223,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Luminescence; Fading; Feldspar; Saturation (graph theory); Mineralogy; Rate equation; Radiation; Dose rate; Materials science; Chemistry; Physics; Optics; Radiochemistry; Statistics; Mathematics; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000737271,0.00007002574,0.0001502238,0.0001270132,0.00007117969,0.000004710847,0.00009739042,0.00009438195,0.001081697],"category_scores_gemma":[0.0001806285,0.00006562472,0.0000398228,0.0001837344,0.00007144866,0.0001065749,0.000002463805,0.00008053319,0.00004595477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002611113,"about_ca_system_score_gemma":0.00008210893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005400258,"about_ca_topic_score_gemma":0.0001840075,"domain_scores_codex":[0.9988852,0.000223546,0.0002479373,0.0001358543,0.0003243429,0.0001831257],"domain_scores_gemma":[0.9995496,0.00004405827,0.0001302697,0.0001226123,0.00009581707,0.00005765494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002368745,0.00001968368,0.9967307,0.00004127882,0.00003936241,0.000001887022,0.0001561195,0.0003303937,0.0001529706,0.00002296358,0.00002548821,0.002455427],"study_design_scores_gemma":[0.0004262842,0.0001134938,0.9943691,0.0000141415,0.00001721299,0.00001229775,0.00001824686,0.0002435183,0.004630295,0.00008633721,0.00002544575,0.00004355968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889747,0.0007122175,0.0002487493,0.00002346724,0.0002644061,0.0001537768,0.00002405167,0.00001102382,0.009587604],"genre_scores_gemma":[0.9996342,0.00005972786,0.0001629815,0.0000142862,0.00001545969,0.000001271923,0.00006262916,0.000001582929,0.00004784783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065951,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06380273288602747,"score_gpt":0.2675720653784323,"score_spread":0.2037693324924048,"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."}}