{"id":"W4225344230","doi":"10.5281/zenodo.5654933","title":"Circular materials for sound proofing - Experiment","year":2021,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"European Commission","keywords":"Sound (geography); Acoustics; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002135283,0.0004016788,0.0005309043,0.000387211,0.001347172,0.001510934,0.001179636,0.0002692059,0.0176591],"category_scores_gemma":[0.001971788,0.0004646899,0.0001399975,0.0004084376,0.0001271041,0.0001671087,0.001282658,0.0004919712,0.001896581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987646,"about_ca_system_score_gemma":0.00005190162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001388059,"about_ca_topic_score_gemma":1.560376e-7,"domain_scores_codex":[0.996053,0.000218067,0.0006144745,0.0007225109,0.00153618,0.0008557266],"domain_scores_gemma":[0.9961966,0.00005824559,0.00013536,0.0009008824,0.002440866,0.0002680865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004069897,0.000147131,2.124547e-7,0.004132669,0.0006076358,0.00009249808,0.0009976287,0.001367593,0.145425,0.0005026695,0.8247897,0.02189662],"study_design_scores_gemma":[0.0004087636,0.0001167995,0.000008716006,0.0001869124,0.00005528688,0.0001892141,0.0002841417,0.0006198876,0.01125732,0.0002172606,0.9861653,0.0004903467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01283618,0.0085324,0.1403662,0.0003598523,0.004540655,0.008354845,0.007007048,0.007538682,0.8104641],"genre_scores_gemma":[0.8876857,0.003305017,0.003595001,0.0001002742,0.007047652,0.000008365852,0.05008023,0.03281086,0.01536694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8748495,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07268642652432791,"score_gpt":0.2846884711830913,"score_spread":0.2120020446587634,"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."}}