{"id":"W36222802","doi":"10.2196/43211","title":"Regolith Geochronology and Landscape Evolution","year":2007,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geochronology; Regolith; Astrobiology; Geology; Archaeology; Earth science; Geography; Paleontology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003652646,0.00009129163,0.0001398317,0.0001204538,0.000145587,0.00001374256,0.0001064377,0.0001716836,0.001081408],"category_scores_gemma":[0.0000311625,0.00007487914,0.00002111999,0.0001245129,0.0002644237,0.00008303505,0.00001463135,0.0001888059,0.0003946713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.622603e-7,"about_ca_system_score_gemma":0.00003166631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001802201,"about_ca_topic_score_gemma":0.01007906,"domain_scores_codex":[0.9990611,0.00006403239,0.0001244711,0.0002192449,0.00008328816,0.0004478282],"domain_scores_gemma":[0.9995297,0.0001630354,0.00003528223,0.0001384104,0.00002469734,0.0001088777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008536944,0.000006628495,0.9882362,0.00001235302,0.000009961499,0.00006043697,0.0001197815,0.000006714828,0.000008307696,0.0003094514,0.0004405195,0.01070427],"study_design_scores_gemma":[0.0002531579,0.0001691766,0.9926999,0.000003805398,0.000003991943,0.000411219,0.0001953017,0.0002737639,0.00002118614,0.00133291,0.004545679,0.00008988422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746393,0.002745861,0.00004662198,0.0005429545,0.0001798784,0.0001404171,0.000004708242,0.00005500593,0.02164525],"genre_scores_gemma":[0.9987757,0.00008966668,0.0001917023,0.0001168837,0.00007204722,0.000001640574,0.00003125907,0.000001829991,0.0007192407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02413643,"threshold_uncertainty_score":0.9998317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007448916809240089,"score_gpt":0.2430127309633557,"score_spread":0.2355638141541156,"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."}}