{"id":"W3207722144","doi":"10.3390/app11093830","title":"Theoretical and Experimental Analysis for Cleaning Ice Cores from EstisolTM 140 Drill Liquid","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Horizon 2020 Framework Programme","keywords":"Sublimation (psychology); Ice core; Coring; Defrosting; Geology; Drill; Drilling; Petroleum engineering; Environmental science; Petrology; Mechanical engineering; Engineering; Oceanography; Heat exchanger","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":[0.001022763,0.0004328734,0.0003595573,0.000604017,0.0008232739,0.0005557453,0.000991941,0.0006284093,0.004045911],"category_scores_gemma":[0.002553406,0.000324776,0.0004469806,0.0003812129,0.000759681,0.0009153337,0.0003766833,0.0003372774,0.0006451833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134956,"about_ca_system_score_gemma":0.0004681317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727284,"about_ca_topic_score_gemma":0.00311205,"domain_scores_codex":[0.9995142,0.00005090958,0.00001538627,0.00007452378,0.0002839847,0.00006109184],"domain_scores_gemma":[0.9987227,0.0007981377,0.0001066827,0.00006858478,0.0002792063,0.00002466835],"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":[0.00113977,0.0007971982,0.01186708,0.003342326,0.00007494474,0.0008239807,0.0006058538,0.3441018,0.5369168,0.03199235,0.002902911,0.06543502],"study_design_scores_gemma":[0.00005420819,0.00111381,0.005823962,0.00007037857,0.00007469267,0.0002383157,0.0003902608,0.6836012,0.3013355,0.00389026,0.003341336,0.00006602923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7797806,0.002645637,0.1840865,0.0007362861,0.0001587915,0.0003596505,0.0007586784,0.0005060896,0.03096785],"genre_scores_gemma":[0.9697613,0.001055858,0.02555846,0.00004899909,0.00002631396,0.0001787195,0.0003465659,0.00004967275,0.00297404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004045911,"threshold_uncertainty_score":0.0135349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165766543267071,"score_gpt":0.2424746192018228,"score_spread":0.230816953769152,"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."}}