{"id":"W4389273124","doi":"10.3397/in_2023_0305","title":"Characteristics of community responses to airport noise around Bangkok International Airport","year":2023,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Runway; International airport; ASDE-X; Noise (video); Aircraft noise; Air traffic control; Transport engineering; Noise control; Baseline (sea); Traffic noise; Plan (archaeology); Engineering; Aeronautics; Geography; Computer science; Noise reduction; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002773538,0.0002649111,0.0004686737,0.0005360022,0.0006704183,0.000036772,0.0006577614,0.0001835754,0.000356249],"category_scores_gemma":[0.001268945,0.0002521063,0.0001085259,0.0006213196,0.00008788225,0.0002784764,0.0007722428,0.0007695449,0.001020632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056944,"about_ca_system_score_gemma":0.0001705566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003441186,"about_ca_topic_score_gemma":0.00002466721,"domain_scores_codex":[0.9976491,0.0001135704,0.0008497046,0.0002959549,0.0005080054,0.0005836171],"domain_scores_gemma":[0.9977875,0.0004322153,0.0005046496,0.0003507104,0.0006796402,0.0002452461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001126283,0.0003413111,0.6160037,0.001384101,0.0001794971,0.00002247295,0.0156948,0.000002114414,0.03216598,0.01047899,0.3166959,0.005904825],"study_design_scores_gemma":[0.0007252886,0.000219342,0.8123345,0.0003637225,0.00004970187,0.000001959093,0.004529999,0.00005579954,0.0006433967,0.0005671264,0.1802493,0.0002598613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963448,0.000004929715,0.00003720437,0.004050928,0.001717516,0.001284196,0.0001002455,0.0003862746,0.02897072],"genre_scores_gemma":[0.9733177,0.00004696613,0.0002190169,0.003035547,0.0005008281,0.0003859809,0.0001051852,0.00006118684,0.0223276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1963308,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07287410684802918,"score_gpt":0.3990245212658933,"score_spread":0.3261504144178641,"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."}}