{"id":"W4399021307","doi":"10.1007/s43217-024-00177-7","title":"Geochemistry of sand along the coastal beaches of the Mundeck formation and River Ntem, south Cameroon","year":2024,"lang":"en","type":"article","venue":"Journal of Sedimentary Environments","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Geology; Geochemistry; Oceanography; Hydrology (agriculture); Mining engineering; Geotechnical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002534137,0.00008607221,0.000128981,0.00002307588,0.00007600476,0.00001414881,0.0001592298,0.00002882962,0.0006589182],"category_scores_gemma":[0.000004458201,0.00004655706,0.0001063999,0.00006737721,0.000210662,0.0002147925,0.00003252897,0.0001388911,0.000002906611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006101235,"about_ca_system_score_gemma":0.00001203164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003850893,"about_ca_topic_score_gemma":0.0000390776,"domain_scores_codex":[0.9991009,0.0000324933,0.0003426881,0.00007555984,0.0003517565,0.00009656912],"domain_scores_gemma":[0.9995577,0.00004568831,0.0002515274,0.0000959688,0.000005266919,0.00004380195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007220609,0.00004999048,0.9436032,0.000154045,0.0003992109,0.0000104723,0.00271065,0.001297888,0.04295841,5.013443e-7,0.0007171194,0.00802637],"study_design_scores_gemma":[0.0005701812,0.0001792161,0.6406644,0.0002472275,0.000529962,0.0001507618,0.005879905,0.002285356,0.3473416,0.0002383276,0.001775257,0.0001378299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976011,0.001631054,0.00002191653,0.0002601748,0.00008786574,0.00004472218,0.0001139183,9.716192e-7,0.0002382591],"genre_scores_gemma":[0.9995124,0.0001855593,0.00006584462,0.00005285435,0.00005096485,1.443222e-7,0.00003343838,0.000001599914,0.0000972015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3043832,"threshold_uncertainty_score":0.7214693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006436608859644123,"score_gpt":0.1707243006870875,"score_spread":0.1642876918274434,"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."}}