{"id":"W1591289697","doi":"10.1029/2010gl045565","title":"Mapping permeability over the surface of the Earth","year":2011,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":418,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Geological Survey; Deutsche Forschungsgemeinschaft","keywords":"Geology; Earth (classical element); Permeability (electromagnetism); Geophysics; Earth surface; Astrobiology; Physics; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001012014,0.0001755172,0.0001215346,0.0008508713,0.0001897247,0.0003684945,0.0001682905,0.0001531808,0.00104787],"category_scores_gemma":[0.000524185,0.00009724551,0.00009462905,0.001005669,0.0001657234,0.0006741269,0.0003643587,0.0001301482,0.0002140532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939075,"about_ca_system_score_gemma":0.0001533473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241218,"about_ca_topic_score_gemma":0.003955218,"domain_scores_codex":[0.9999489,0.000006640673,0.000001922331,0.00001936353,0.00001589571,0.000007333939],"domain_scores_gemma":[0.999897,0.00003140984,0.00002620999,0.00001502956,0.00001962579,0.00001066337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002994334,0.00009913867,0.2800951,0.0003890697,0.0001423782,0.0004463489,0.0006615875,0.1967082,0.2126069,0.007862007,0.005239064,0.2954507],"study_design_scores_gemma":[0.00001876753,0.0001162386,0.6501959,0.00006180707,0.00007893741,0.000892814,0.0003659272,0.2712567,0.04698525,0.01333158,0.01661585,0.00008022509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289821,0.0009946064,0.05237256,0.0001380972,0.00001098664,0.00002299992,0.004134662,0.0007622777,0.01258181],"genre_scores_gemma":[0.9901419,0.0004014103,0.007935924,0.00001094035,0.000009499474,0.000008592312,0.001023453,0.00003843122,0.0004298966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004241218,"threshold_uncertainty_score":0.008433104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07459426117986286,"score_gpt":0.298815131438858,"score_spread":0.2242208702589952,"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."}}