{"id":"W7065742261","doi":"","title":"Educating on Urban Soundscapes: Towards an Immersive Approach to Raise Awareness of Societal Issues","year":2024,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social issues; Ethical issues; Perspective (graphical); Work (physics); Field (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007859204,0.0001517853,0.0001467018,0.0002153243,0.00006351461,0.00007563919,0.0001418554,0.00009173717,0.0000266638],"category_scores_gemma":[0.0000388142,0.0001665811,0.00005217869,0.0002704972,0.00002438226,0.0001054292,0.00000486341,0.0001405126,0.00002200197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464561,"about_ca_system_score_gemma":0.0004278355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005201151,"about_ca_topic_score_gemma":0.0006853541,"domain_scores_codex":[0.9991934,0.000007452889,0.0001733739,0.0001814733,0.0001337313,0.0003106212],"domain_scores_gemma":[0.9993548,0.00003756216,0.000009302814,0.0001688985,0.00006050608,0.0003688912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009299311,0.0001671657,0.0005739581,0.001927461,0.000385365,0.00003579486,0.06069196,0.7149196,0.03897262,0.02388977,0.1297012,0.02872588],"study_design_scores_gemma":[0.0002935569,0.0002975875,0.01733217,0.0005481891,0.0002264136,0.00001298193,0.009495641,0.9260445,0.004224659,0.0007215089,0.03966813,0.001134615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8431918,0.002478858,0.08761622,0.0004293906,0.004008548,0.0006447787,0.001183314,0.0002545768,0.06019251],"genre_scores_gemma":[0.9981987,0.00005756347,0.001051766,0.000126347,0.0002950419,0.00001538552,0.0001251183,0.00005067037,0.00007940743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.211125,"threshold_uncertainty_score":0.786262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166729197076398,"score_gpt":0.2613604363239145,"score_spread":0.2446875166162747,"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."}}