{"id":"W2157921697","doi":"10.1306/021604740690","title":"Annual Layers Revealed by GPR in the Subsurface of a Prograding Coastal Barrier, Southwest Washington, U.S.A.","year":2004,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"U.S. Geological Survey; Southwest University","keywords":"Geology; Ground-penetrating radar; Geomorphology; Barrier island; Geochemistry; Oceanography; Radar","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":[0.002174078,0.00009132547,0.0001973272,0.0001400027,0.00007355915,0.00002384703,0.0003954081,0.00004275535,0.00001656359],"category_scores_gemma":[0.00005706823,0.00006590206,0.00007708352,0.0006112117,0.0001130665,0.0001824929,0.00003795282,0.0007520543,0.000003711229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007844408,"about_ca_system_score_gemma":0.00006186956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003133664,"about_ca_topic_score_gemma":0.00003125142,"domain_scores_codex":[0.9983683,0.0001640063,0.000392466,0.00008996485,0.0006757929,0.0003094493],"domain_scores_gemma":[0.9992442,0.0002800542,0.00006693556,0.0001499395,0.0001481139,0.0001107807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000276183,0.001431176,0.0261494,0.0003628262,0.0003404935,0.000141419,0.02121974,0.0105049,0.8981893,0.0007915261,0.02469886,0.01589419],"study_design_scores_gemma":[0.02502271,0.009442262,0.2649827,0.003176784,0.000344569,0.0006980417,0.2082863,0.002663205,0.3546866,0.05298346,0.07534448,0.002368855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976068,0.000398717,0.0002110435,0.001242341,0.00005298749,0.0002305765,0.0001286039,0.000008184059,0.0001207373],"genre_scores_gemma":[0.9956457,0.00007718589,0.004099166,0.00003044302,0.0000993867,0.00001122624,0.000004592828,0.00001540151,0.00001691326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5435026,"threshold_uncertainty_score":0.3267344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949859768382842,"score_gpt":0.3310848912546182,"score_spread":0.3015862935707898,"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."}}