{"id":"W4239109838","doi":"10.14430/arctic542","title":"Books Received and Papers to Appear","year":2004,"lang":"en","type":"article","venue":"ARCTIC","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Geology; Physical geography; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004466109,0.00004024869,0.00003582871,0.0000276447,0.00002861638,0.00001243841,0.0000200526,0.00001710828,0.001950359],"category_scores_gemma":[0.00001282516,0.00004192294,0.00000919269,0.00002685245,0.000008719414,0.00003152606,0.000004806663,0.00003817176,0.002870823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005037235,"about_ca_system_score_gemma":0.000003444644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000291676,"about_ca_topic_score_gemma":0.00003230799,"domain_scores_codex":[0.9997622,0.000004951577,0.00004762122,0.00005914802,0.00005422223,0.00007188392],"domain_scores_gemma":[0.9998721,0.00000422377,0.000003141295,0.00006055088,0.000007408806,0.00005252734],"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":[0.00002865234,0.00004956108,0.001751624,0.0002637764,0.00009377394,0.00001171213,0.02872733,0.3770741,0.4502882,0.0005651301,0.009101173,0.1320449],"study_design_scores_gemma":[0.002921272,0.0003060823,0.6826012,0.0002956394,0.00006885477,0.00003544715,0.001483023,0.008899969,0.003479359,0.003200799,0.295672,0.00103638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861029,0.00002321928,0.0002541451,0.0002774659,0.0002223952,0.00007935461,4.041426e-7,0.0001486752,0.0128914],"genre_scores_gemma":[0.9986312,0.00001663209,0.0003673021,0.0002763092,0.00007640672,0.000005789073,0.000001371221,0.000009262405,0.0006157644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6808496,"threshold_uncertainty_score":0.998962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142639520734494,"score_gpt":0.2269748625517346,"score_spread":0.2127109104782852,"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."}}