{"id":"W4415455726","doi":"10.3397/in_2025_1074737","title":"Acoustic treatments with innovative panels produced from olive oil wastes","year":2025,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Emergency Physicians","funders":"","keywords":"Olive trees; Olive oil; Mediterranean climate; Absorption (acoustics); Sound (geography); Noise reduction coefficient; Electrical impedance; Edible oil","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007490863,0.0003065289,0.0004116372,0.0001409372,0.0003207566,0.0005488897,0.000195273,0.0000589552,0.001472885],"category_scores_gemma":[0.00006510111,0.0002052527,0.00005582057,0.0002616112,0.0001884909,0.0004725453,0.00006968981,0.0001116263,0.0001033862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073953,"about_ca_system_score_gemma":0.00004762318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003281,"about_ca_topic_score_gemma":0.0002022251,"domain_scores_codex":[0.9986928,0.000009067144,0.0003219286,0.0004912802,0.0001908971,0.000294045],"domain_scores_gemma":[0.9987655,0.00003556261,0.0001867402,0.0001239962,0.000840348,0.00004785299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008247453,0.0005357083,0.007884972,0.0009578564,0.00264784,0.00002085403,0.1582058,0.000006023393,0.7590989,0.05234678,0.007986899,0.009483603],"study_design_scores_gemma":[0.009590915,0.001653868,0.01720495,0.004520425,0.004580093,0.00001158151,0.1953375,0.0003899027,0.6695557,0.01092159,0.08269063,0.003542871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382372,0.00009157209,0.000001762231,0.0003956911,0.0002172402,0.0001980245,0.00008892879,0.000171857,0.06059775],"genre_scores_gemma":[0.9487383,0.00002459047,0.0001097658,0.0003317589,0.0003611067,0.000135367,0.00005831619,0.00002632715,0.05021441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08954322,"threshold_uncertainty_score":0.9994399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134839880936288,"score_gpt":0.2239960976213882,"score_spread":0.2026476988120253,"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."}}