{"id":"W4416457468","doi":"","title":"Développement durable et acoustique : où en sommes-nous en 2025?","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Limiting; Context (archaeology); Work (physics)","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":[0.01016991,0.0006305228,0.0005021251,0.001373228,0.001286183,0.007077307,0.001570233,0.005754853,0.02794017],"category_scores_gemma":[0.01557759,0.0002744952,0.0007299922,0.001467607,0.002651053,0.007289709,0.003267508,0.004068236,0.005967274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008103095,"about_ca_system_score_gemma":0.02576892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0452893,"about_ca_topic_score_gemma":0.0381014,"domain_scores_codex":[0.9955279,0.0008328705,0.0005148504,0.0004676801,0.001295623,0.001361111],"domain_scores_gemma":[0.9926929,0.0009108266,0.001010849,0.0002508364,0.002239941,0.002894569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005433536,0.0003220464,0.01518824,0.002007194,0.00008071124,0.0004713994,0.002346619,0.0007404083,0.003196325,0.1543667,0.2317947,0.5889423],"study_design_scores_gemma":[0.00003069188,0.0003541423,0.0241626,0.001650565,0.00003118318,0.0003414479,0.004453683,0.0003123627,0.000874727,0.007028971,0.960704,0.00005565623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03203484,0.1176189,0.006853767,0.719207,0.03668965,0.0001179339,0.00355962,0.0004077055,0.08351055],"genre_scores_gemma":[0.4821269,0.1297408,0.02414199,0.1497221,0.01088366,0.0004488168,0.006268232,0.0003679213,0.1962996],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0452893,"threshold_uncertainty_score":0.0934692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593223721767468,"score_gpt":0.3209661836461409,"score_spread":0.3050339464284662,"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."}}