{"id":"W4402533005","doi":"10.1016/j.chemgeo.2024.122406","title":"Ghost age components in detrital thermochronology","year":2024,"lang":"en","type":"article","venue":"Chemical Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; American Chemical Society","keywords":"Thermochronology; Geology; Geochemistry; Paleontology; Geomorphology; Zircon","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.0001041016,0.0001433602,0.0002719901,0.0001070512,0.00002341879,0.0000204783,0.0002584439,0.0002066411,0.02039755],"category_scores_gemma":[0.00008556566,0.00010318,0.0001034982,0.0004078435,0.0003375612,0.00004982925,0.00004528882,0.0003500332,0.002041721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006241574,"about_ca_system_score_gemma":0.00001334697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590932,"about_ca_topic_score_gemma":0.0009852505,"domain_scores_codex":[0.9987524,0.00004849589,0.000241218,0.0004131923,0.00009975936,0.0004449862],"domain_scores_gemma":[0.999417,0.0003092935,0.00001718619,0.0001284608,0.00001149764,0.0001165638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008834826,0.0001102602,0.8604169,0.00006017054,0.00008744701,0.001915373,0.00012632,0.0001586464,0.08922036,0.00141654,0.0008036577,0.04559602],"study_design_scores_gemma":[0.0006704005,0.0001855341,0.789057,0.00003679345,0.00004718706,0.0002360867,0.00005706211,0.01621998,0.01455088,0.1645124,0.01378464,0.0006420588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784939,0.002099362,0.00002202988,0.001574963,0.0001928484,0.0000533862,0.00001026599,0.00008557937,0.01746762],"genre_scores_gemma":[0.9987595,0.00003857741,0.0002463899,0.000397103,0.0001067444,0.000001987189,0.0002506571,0.000002252502,0.0001967847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630958,"threshold_uncertainty_score":0.9987353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981177439268889,"score_gpt":0.206268380866643,"score_spread":0.1864566064739541,"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."}}