{"id":"W4392596686","doi":"10.5194/egusphere-egu24-682","title":"Lithological influence on bedrock incision and transience: Insights from the Aparados da Serra Escarpment, southeast Brazil","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto","funders":"","keywords":"Escarpment; Bedrock; Geology; Archaeology; Paleontology; Geomorphology; Geography","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":["insufficient_payload"],"category_scores_codex":[0.0002849948,0.0003999107,0.0004773452,0.0000913304,0.0002748229,0.0003339046,0.0006147367,0.0005175563,0.0009198942],"category_scores_gemma":[0.00003472094,0.0002051507,0.0001213947,0.0001503977,0.0003286909,0.00007662264,0.0002352686,0.00112126,0.0008347902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006172255,"about_ca_system_score_gemma":0.00009530439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103008,"about_ca_topic_score_gemma":0.005268096,"domain_scores_codex":[0.9974843,0.0002611205,0.0004683203,0.0009978084,0.0004493946,0.0003390927],"domain_scores_gemma":[0.99871,0.0004203145,0.0001170834,0.0005368117,0.00003212239,0.0001836414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006575608,0.0001729018,0.8503911,0.0004980756,0.0004889726,0.0007740547,0.02881101,0.04197277,0.0003053371,0.01020438,0.004059338,0.06166445],"study_design_scores_gemma":[0.0003645945,0.0003654048,0.9029567,0.0005320109,0.00009976291,0.00009517775,0.000940836,0.02159778,0.00003997967,0.06310781,0.009195555,0.0007044157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799888,0.003596745,0.00004801907,0.001652335,0.0008431337,0.0005116801,0.0003126372,0.0001182675,0.01292841],"genre_scores_gemma":[0.9977562,0.0001569588,0.0001230168,0.001165549,0.0002516564,0.000008458328,0.0001595275,0.000007139825,0.0003715251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06096003,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808270691614516,"score_gpt":0.2431802101503233,"score_spread":0.2250975032341782,"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."}}