{"id":"W7082155175","doi":"10.4224/40003701","title":"Engineering specification for icing spray system","year":2005,"lang":"en","type":"report","venue":"NPARC","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icing; System requirements specification; Control system; Process (computing); Spray nozzle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001509043,0.001510505,0.0006189251,0.001466048,0.00100384,0.002046157,0.001985051,0.001799715,0.02637262],"category_scores_gemma":[0.003602451,0.0009314181,0.0006010245,0.0005778047,0.0003959862,0.001371762,0.0008490725,0.001845295,0.01305882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009444823,"about_ca_system_score_gemma":0.002372205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005386461,"about_ca_topic_score_gemma":0.004432521,"domain_scores_codex":[0.9957772,0.000352168,0.000322228,0.0002449668,0.002930575,0.0003726705],"domain_scores_gemma":[0.9959801,0.0006764878,0.0002253576,0.000405257,0.002625834,0.0000869329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004963978,0.0004560897,0.003080128,0.002252208,0.00006100376,0.002706181,0.00125389,0.1206086,0.2275181,0.147035,0.2427506,0.2517819],"study_design_scores_gemma":[0.0001380831,0.0003494228,0.0009925378,0.0002630505,0.00004938658,0.001631637,0.0002405568,0.1355319,0.07238031,0.01229953,0.7760314,0.00009224251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01083295,0.0004639181,0.8669021,0.001037178,0.0004257805,0.002073717,0.00679928,0.01647849,0.09498663],"genre_scores_gemma":[0.2721896,0.001586832,0.516053,0.002174599,0.0003487645,0.006312395,0.03217981,0.01006252,0.1590924],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02637262,"threshold_uncertainty_score":0.08822519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227127726629626,"score_gpt":0.2430973464587485,"score_spread":0.2108260691924523,"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."}}