{"id":"W2196019541","doi":"10.1016/j.quaint.2015.10.044","title":"The INQUA Dunes Atlas chronologic database","year":2015,"lang":"en","type":"article","venue":"Quaternary International","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Atlas (anatomy); Database; Scope (computer science); Context (archaeology); Geology; Cartography; Computer science; Geography; Paleontology","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":[0.0002586792,0.00009460295,0.00006517016,0.00003141321,0.0001265985,0.0001190045,0.0005234525,0.00003213182,0.0008301722],"category_scores_gemma":[0.0001038462,0.00005627494,0.00003146612,0.00006403106,0.0001005624,0.0003073127,0.00003608709,0.00009920815,0.002278236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000065997,"about_ca_system_score_gemma":0.00005896113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390788,"about_ca_topic_score_gemma":0.0009825538,"domain_scores_codex":[0.9991406,0.00004018028,0.0001429246,0.0001705469,0.000312025,0.0001937092],"domain_scores_gemma":[0.9994955,0.0001181001,0.00006463622,0.0001485809,0.00006460385,0.0001085774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002480715,0.00002998237,0.8972505,0.00001115211,0.0000724971,0.0001572036,0.0003284256,0.004129014,0.00002605259,0.001359333,0.04186304,0.05452472],"study_design_scores_gemma":[0.000838944,0.0003464387,0.1603614,0.0000353671,0.00001211178,0.0002021781,0.000571873,0.3879395,0.0003414312,0.008202736,0.440814,0.000334087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626698,0.001218008,0.0005744644,0.005398153,0.003521699,0.0001068998,0.00008020456,0.00007915418,0.02635163],"genre_scores_gemma":[0.9958439,0.0001260347,0.0002234822,0.0003106642,0.0005451593,0.000002201316,0.0002161231,0.000002661071,0.002729704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7368891,"threshold_uncertainty_score":0.9984986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299315211048308,"score_gpt":0.2586336336143987,"score_spread":0.2256404815039156,"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."}}