{"id":"W4221142469","doi":"10.17863/cam.82836","title":"Blue Marble, Stagnant Lid: Could Dynamic Topography Avert a Waterworld?","year":2021,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Cambridge; National Science Foundation","keywords":"Geology; Planet; Ocean surface topography; Volcanism; Geophysics; Mantle convection; Mantle (geology); Convection; Amplitude; Structural basin; Exoplanet; Thermal; Tectonics; Geomorphology; Lithosphere; Physics; Mechanics; Climatology; Meteorology; Astrophysics; Seismology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001421411,0.000138822,0.0002242352,0.0001658723,0.0002463362,0.0008057883,0.000291232,0.000307556,0.001329714],"category_scores_gemma":[0.001140936,0.0001215803,0.0001868506,0.000151879,0.0006310092,0.0009229585,0.0004343917,0.0002640419,0.0001036841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000638823,"about_ca_system_score_gemma":0.0001982916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006062324,"about_ca_topic_score_gemma":0.005162845,"domain_scores_codex":[0.9999695,0.000007834366,0.000001145654,0.000009594035,0.00000329568,0.000008598921],"domain_scores_gemma":[0.9997782,0.00005566641,0.00005229834,0.00003388822,0.00002333359,0.00005656309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002076676,0.00007918821,0.20222,0.0001152549,0.0001218073,0.0009116563,0.0004152724,0.666036,0.03948312,0.07085549,0.003199902,0.01635456],"study_design_scores_gemma":[0.0000193601,0.00007362579,0.05024499,0.00001462098,0.00002225032,0.0001099259,0.0003268691,0.9010238,0.002068755,0.04387857,0.002181509,0.00003577822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894891,0.0001495521,0.006910105,0.0006933245,0.00001790441,0.000002684116,0.0001223845,0.00007017892,0.002544745],"genre_scores_gemma":[0.999469,0.00003359891,0.0002576112,0.00001742999,0.00000382104,9.080578e-7,0.00001702681,0.000006073841,0.0001945621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006062324,"threshold_uncertainty_score":0.01205409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00583100610958963,"score_gpt":0.1866154698442336,"score_spread":0.1807844637346439,"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."}}