{"id":"W7093350240","doi":"10.4224/40003795","title":"General electric CF34-10 icing certification test plan 2002/2003 project implementation plan","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Deliverable; Icing; Test (biology); Scope (computer science); Plan (archaeology); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009645915,0.0001540968,0.0001329384,0.0002507363,0.0001089443,0.00005090799,0.0001413948,0.00009696354,0.0003813925],"category_scores_gemma":[0.00007910433,0.0001533722,0.00002431278,0.0005911628,0.00001380689,0.00009993454,0.00001451096,0.0001696446,0.0002015115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090027,"about_ca_system_score_gemma":0.00001117215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005058766,"about_ca_topic_score_gemma":0.00002540561,"domain_scores_codex":[0.9990678,0.00001479795,0.000230556,0.0001878827,0.0001503022,0.0003487003],"domain_scores_gemma":[0.9996014,0.00004190327,0.00004306789,0.0002459059,0.00004135171,0.00002640882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007300889,0.0000559182,0.004481906,0.00007808889,0.00004174092,0.000009856917,0.0009346713,0.001603458,0.3065939,0.0006968608,0.4263151,0.2591811],"study_design_scores_gemma":[0.0006679315,0.0002471836,0.005463214,0.00004318433,0.00004496712,0.00004151662,0.000372161,0.3033305,0.669397,0.0004681213,0.01933805,0.0005861832],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9076827,0.0002048965,0.009523592,0.0004641078,0.0005228255,0.0008381029,0.00004468826,0.004885692,0.07583341],"genre_scores_gemma":[0.9954728,0.00008152554,0.003135251,0.0000347501,0.0001179318,0.00005084916,0.00004253029,0.00003440789,0.001029924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4069771,"threshold_uncertainty_score":0.6254336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858176818589298,"score_gpt":0.2538924898567884,"score_spread":0.2153107216708954,"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."}}