{"id":"W162627905","doi":"10.48550/arxiv.1003.4908","title":"Perceptual analyses of action-related impact sounds","year":2010,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Active listening; Perception; Action (physics); Context (archaeology); Closure (psychology); Cognitive psychology; Psychology; Natural (archaeology); Computer science; Communication; Speech recognition; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.0001716542,0.0002757572,0.0004440424,0.0004147126,0.0002029282,0.00003832819,0.00159019,0.0006921751,0.0001415309],"category_scores_gemma":[0.00005632056,0.0002676274,0.0003928843,0.000653487,0.0004316741,0.0002310867,0.001634678,0.001106012,0.00004059899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009928946,"about_ca_system_score_gemma":0.0001866146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004859267,"about_ca_topic_score_gemma":0.0001574211,"domain_scores_codex":[0.9986253,0.00008237702,0.0002198999,0.0007217554,0.00008091249,0.0002697218],"domain_scores_gemma":[0.9981019,0.0001090923,0.0003069386,0.001227707,0.0001760416,0.00007826518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001341449,0.0008687431,0.05885999,0.0002590947,0.005033174,0.0005347991,0.009303261,0.1441431,0.007564642,0.7628924,0.004522652,0.005883946],"study_design_scores_gemma":[0.001880429,0.0004711284,0.1094407,0.0001690668,0.0008835695,0.00005137762,0.001791006,0.3794816,0.002038617,0.5003407,0.001295433,0.002156285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817681,0.00006990961,0.1140491,0.00005936366,0.0006353766,0.0001012609,0.00001151974,0.0002838385,0.003021509],"genre_scores_gemma":[0.9978457,0.0001334499,0.00065537,0.00001685406,0.00002848686,4.284365e-7,0.000007446351,0.000008296454,0.001303939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2625517,"threshold_uncertainty_score":0.9999776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479698934921823,"score_gpt":0.265451152691104,"score_spread":0.1174812591989218,"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."}}