{"id":"W7075345259","doi":"","title":"Introduction to the Special Issue: Managing System Change in Aviation: What Makes for Successful Change?","year":2015,"lang":"en","type":"other","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Work (physics); Key (lock); Field (mathematics); Context (archaeology)","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":[0.003105816,0.001385184,0.001325664,0.002662504,0.002075323,0.009213639,0.002057638,0.00647256,0.0751421],"category_scores_gemma":[0.008503371,0.0004584881,0.001047548,0.002341549,0.001860221,0.00671022,0.002979292,0.006564271,0.02801217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025978,"about_ca_system_score_gemma":0.004319039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912224,"about_ca_topic_score_gemma":0.003961883,"domain_scores_codex":[0.997815,0.00032077,0.0002285821,0.0004035797,0.0009945927,0.000237381],"domain_scores_gemma":[0.9885111,0.004339896,0.0005961159,0.0005008567,0.003609079,0.00244298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001283661,0.0000331507,0.0001586283,0.0003643906,0.000005886209,0.00005495576,0.00007803476,0.0001505648,0.0001076277,0.003901214,0.9554731,0.03965956],"study_design_scores_gemma":[0.000003059971,0.00002154767,0.0003843235,0.0004337256,0.000005152959,0.000131825,0.0001121529,0.0001519518,0.000073111,0.003576327,0.9950971,0.000009676885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001020399,0.08223466,0.008744793,0.188445,0.6319931,0.0001552134,0.001104794,0.0007390494,0.08556306],"genre_scores_gemma":[0.009532932,0.08362524,0.004066496,0.03545203,0.6333815,0.000151479,0.001879463,0.0009433653,0.2309674],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0751421,"threshold_uncertainty_score":0.2513754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480482536176955,"score_gpt":0.2542899420533444,"score_spread":0.2394851166915748,"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."}}