{"id":"W7161968157","doi":"10.82308/16808","title":"Analytical and numerical investigation of spray freezing for mine heating","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stefan problem; Numerical modeling; Phase equilibrium; Numerical models","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003369139,0.0002930449,0.0004613663,0.0003586173,0.0004749156,0.0006664041,0.0006025634,0.0008696127,0.002800589],"category_scores_gemma":[0.001504083,0.000179111,0.0005143441,0.0002608116,0.0006254727,0.0004452371,0.0004051686,0.0005625125,0.000174751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007352277,"about_ca_system_score_gemma":0.00088873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051242,"about_ca_topic_score_gemma":0.006725844,"domain_scores_codex":[0.9998937,0.00001890596,0.000004143043,0.00001105831,0.00004236647,0.00002992546],"domain_scores_gemma":[0.9994918,0.000304975,0.00004299473,0.00002152879,0.0001172402,0.00002143811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001229501,0.00009678335,0.003500723,0.0002774108,0.00002493461,0.0004851892,0.0002310209,0.9296832,0.03582833,0.01761586,0.0009856257,0.0111478],"study_design_scores_gemma":[0.000006448908,0.0000229409,0.0003108284,0.000007738306,0.000002780832,0.00001806902,0.00003028846,0.9970846,0.001594631,0.0004536229,0.000463808,0.000004383466],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8007423,0.002516542,0.1163145,0.001476832,0.0003632304,0.000290109,0.0004527543,0.0005293049,0.07731435],"genre_scores_gemma":[0.9821361,0.0004786429,0.01232898,0.00005657806,0.00002086142,0.00004603582,0.00006418947,0.00004356539,0.004825077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051242,"threshold_uncertainty_score":0.02090245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133613445210148,"score_gpt":0.2415887692564598,"score_spread":0.2282274247354449,"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."}}