{"id":"W3165133400","doi":"10.1186/s40494-021-00482-8","title":"In situ acoustic analysis of two twentieth-century heritage carillons","year":2021,"lang":"en","type":"article","venue":"Heritage Science","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Context (archaeology); Musical; Action (physics); Musical instrument; Acoustics; Visual arts; Art; History; Physics; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035426,0.0002803761,0.0002963535,0.001356544,0.001216452,0.001129932,0.0005448031,0.0005669011,0.002596852],"category_scores_gemma":[0.000463271,0.0001749601,0.0002353545,0.001332236,0.001134914,0.0002519329,0.0007699148,0.0004034875,0.0003479039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951075,"about_ca_system_score_gemma":0.000914114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3220522,"about_ca_topic_score_gemma":0.6478787,"domain_scores_codex":[0.999701,0.0000168192,0.000005136921,0.00006649885,0.0001348672,0.00007567837],"domain_scores_gemma":[0.9997401,0.0000317278,0.00001961352,0.00001598368,0.00015109,0.00004137597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009250382,0.0001851562,0.1404034,0.0006596799,0.0001602561,0.005477141,0.07078948,0.004467057,0.6815441,0.002931407,0.002519398,0.08993789],"study_design_scores_gemma":[0.00001523865,0.0001488684,0.9199859,0.0001134136,0.0000795801,0.0007211585,0.04096078,0.003296197,0.02033646,0.0001720186,0.01409419,0.000076192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921055,0.000111058,0.001479828,0.00004074746,0.00001922229,0.00002115987,0.0004090368,0.00003456339,0.0057788],"genre_scores_gemma":[0.9964635,0.00006442,0.001081517,0.00001965177,0.000008963347,0.000009147981,0.0001909459,0.0000200551,0.002141893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220522,"threshold_uncertainty_score":0.6403552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06153219172836955,"score_gpt":0.2688125841820377,"score_spread":0.2072803924536681,"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."}}