{"id":"W2801027424","doi":"10.5194/acp-18-13687-2018","title":"Surface roughness during depositional growth and sublimation of ice crystals","year":2018,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Hertfordshire; Natural Environment Research Council; Sight Research UK","keywords":"Ice crystals; Sublimation (psychology); Supersaturation; Surface roughness; Cirrus; Surface finish; Materials science; Clear ice; Sea ice growth processes; Relative humidity; Crystal growth; Atmospheric sciences; Optics; Meteorology; Chemistry; Sea ice; Thermodynamics; Composite material; Geology; Cryosphere; Crystallography; Sea ice thickness; Physics; Antarctic sea ice","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":[0.00003731114,0.0001108157,0.0001164371,5.624328e-9,0.0001408527,0.00001874086,0.00006784088,0.00004998816,0.0007689859],"category_scores_gemma":[0.000006818228,0.0001085588,0.00002182528,0.0001353198,0.000325355,0.0001701107,0.00008406804,0.00005184314,0.000006764631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001919284,"about_ca_system_score_gemma":0.000005898476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001198452,"about_ca_topic_score_gemma":0.000001134212,"domain_scores_codex":[0.9993753,0.000009130084,0.0001280111,0.0002082232,0.0001441585,0.0001351621],"domain_scores_gemma":[0.9997126,0.00002799742,0.00007637463,0.0001061969,0.00001415164,0.00006269796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000501004,0.00007494235,0.1724297,0.0001833826,0.00002359687,0.000002053182,0.0006070993,0.0005554313,0.8185025,0.0001195252,0.0000581311,0.00739352],"study_design_scores_gemma":[0.0008623969,0.0000839857,0.345721,0.00005668278,0.00005400608,0.00002898418,0.0003152905,0.02316594,0.6265402,0.00245786,0.000204519,0.000509182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911314,0.00005355562,0.002996189,0.00003682404,0.00001426693,0.00004538469,0.0000040049,0.00001638566,0.005701997],"genre_scores_gemma":[0.9884918,0.00004484407,0.01089772,0.00002410674,0.00009947144,0.00000236409,0.000005472676,0.00000916237,0.0004250511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1919623,"threshold_uncertainty_score":0.8419857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004665314856593319,"score_gpt":0.1978736187578857,"score_spread":0.1932083039012924,"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."}}