{"id":"W182030288","doi":"","title":"AIRPORT SIGNING: MOVEMENT AREA GUIDANCE SIGNS. IN: THE HUMAN FACTORS OF TRANSPORT SIGNS","year":2004,"lang":"en","type":"article","venue":"","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Runway; Signage; Psychological intervention; Context (archaeology); Intervention (counseling); Air traffic control; Business; Situation awareness; Aviation; Workload; Transport engineering; Aeronautics; Public relations; Engineering; Advertising; Psychology; Geography; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001458335,0.0001331405,0.000132444,0.0000786927,0.00003512718,0.000008605129,0.0001913413,0.00004234258,0.0001643643],"category_scores_gemma":[0.000002293154,0.00009877736,0.00005382001,0.0002014927,0.00002284691,0.0001053122,0.000006340137,0.00007343054,0.000002368259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003902033,"about_ca_system_score_gemma":0.000006984692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005504258,"about_ca_topic_score_gemma":0.0001415739,"domain_scores_codex":[0.999215,0.000006389553,0.0002927282,0.0001181874,0.000202801,0.0001649056],"domain_scores_gemma":[0.9997362,0.0000120592,0.00003392806,0.0001803954,0.0000156815,0.00002175086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000001183134,0.00005836704,0.01113467,0.00004446552,0.00002000487,0.000004606048,0.001498643,0.9794939,0.002152262,0.005139332,0.0003801988,0.00007236254],"study_design_scores_gemma":[0.01343931,0.003316098,0.5386294,0.001030307,0.0005669366,0.000002903299,0.02920388,0.1558133,0.2260461,0.01254842,0.01362563,0.005777739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6241072,0.00004891228,0.2953464,0.0001111327,0.0000944666,0.0005066039,0.00000323817,0.000262597,0.07951943],"genre_scores_gemma":[0.9988333,0.00001466308,0.00076929,0.0000759862,0.00001548522,0.00001577046,0.00003519649,0.00001617111,0.0002241259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8236806,"threshold_uncertainty_score":0.4028024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186264547691358,"score_gpt":0.2105292813731781,"score_spread":0.1919028266040423,"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."}}