{"id":"W1911970741","doi":"10.1002/esp.3860","title":"Climate–surface–pore‐water interactions on a salt crusted playa: implications for crust pattern and surface roughness development measured using terrestrial laser scanning","year":2015,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Ministry of Environment; Natural Environment Research Council; University of Southampton; Sight Research UK","keywords":"Crust; Geology; Aeolian processes; Surface roughness; Moisture; Microclimate; Humidity; Relative humidity; Water content; Landform; Erosion; Atmospheric sciences; Geomorphology; Hydrology (agriculture); Geophysics; Meteorology; Materials science; Geotechnical engineering","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":[0.0005014445,0.0003419856,0.0003698652,0.00005362658,0.0006687558,0.00034021,0.0001504157,0.0001221255,0.00005338609],"category_scores_gemma":[0.00008750652,0.0002247951,0.00003983312,0.0002269987,0.00008397827,0.000655215,0.00004335718,0.0001916105,0.00002241872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001307782,"about_ca_system_score_gemma":0.0002318564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006259142,"about_ca_topic_score_gemma":0.002710821,"domain_scores_codex":[0.998139,0.00003710649,0.0003947337,0.0005212609,0.0002527763,0.0006551438],"domain_scores_gemma":[0.9989393,0.0001754008,0.0001580356,0.0001697599,0.0001957647,0.0003617496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001469155,0.0001452148,0.7257723,0.001219085,0.0001644635,0.00001305082,0.0059329,0.238216,0.0004819786,0.000006489902,0.0004823091,0.02609707],"study_design_scores_gemma":[0.0168125,0.002538963,0.4039934,0.002565604,0.0004937203,0.0004799457,0.007387935,0.4548785,0.03993294,0.0009988091,0.06504857,0.004869164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957146,0.0006677221,0.001779835,0.0004059149,0.0003238247,0.0006191593,0.0001803205,0.00008973879,0.0002189014],"genre_scores_gemma":[0.9967147,0.00008278001,0.002343682,0.0001562276,0.0001160483,0.000006591253,0.0004226728,0.00002071226,0.0001366228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3217789,"threshold_uncertainty_score":0.9166879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05418809018101878,"score_gpt":0.2738699323196007,"score_spread":0.2196818421385819,"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."}}