{"id":"W4296546768","doi":"10.2110/jsr.2022.003","title":"Tectonostratigraphic and paleoenvironmental settings of host-replacing phreatic calcrete hardpans developed at basin margins in the Upper Devonian Kinnesswood Formation of southwest Scotland","year":2022,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Geology; Evaporite; Phreatic; Paleontology; Trough (economics); Devonian; Structural basin; Viséan; Carboniferous; Geochemistry; Groundwater; Aquifer","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":[0.002123081,0.0000899342,0.0002438261,0.000283963,0.000241157,0.00001691514,0.0002661485,0.00002842175,0.002362219],"category_scores_gemma":[0.00004297858,0.00005572811,0.00007964741,0.0005455792,0.0002205668,0.0001727059,0.00006893513,0.0004303321,0.000002500749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001923879,"about_ca_system_score_gemma":0.00003742557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726497,"about_ca_topic_score_gemma":0.001555176,"domain_scores_codex":[0.997802,0.000423686,0.0005062457,0.0001262253,0.0008909844,0.000250883],"domain_scores_gemma":[0.9991674,0.0003986616,0.0002181341,0.00009323572,0.00004477795,0.00007782744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001889933,0.00004802087,0.990921,0.000041472,0.00003486421,0.00002292926,0.001880368,0.0002152197,0.006030999,0.000001773839,0.00006276334,0.0005515483],"study_design_scores_gemma":[0.0005934593,0.0006263023,0.9824023,0.00003838601,0.00002963942,0.0001412572,0.009869159,0.0008540965,0.004909962,0.0002940428,0.0001715788,0.00006983945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970661,0.0005086203,0.000002929635,0.00195678,0.00001829046,0.0001461417,0.00009360717,0.000001011736,0.0002064778],"genre_scores_gemma":[0.99944,0.00009648284,0.0002448902,0.000129723,0.00001832773,0.000001686869,0.00005352327,0.000001569266,0.00001382539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008518771,"threshold_uncertainty_score":0.9985498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577816353671556,"score_gpt":0.2455456333296103,"score_spread":0.2197674697928947,"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."}}