{"id":"W6910268537","doi":"10.4224/20378724","title":"IBANA-Calc Validation Studies","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de la Défense Nationale; Transport Canada","keywords":"Sound (geography); Envelope (radar); Noise (video); Software; Work (physics); Sound transmission class; Field (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.008520918,0.001194587,0.0006343863,0.001318748,0.001053326,0.001496075,0.003637607,0.0009416214,0.004838516],"category_scores_gemma":[0.02013406,0.0004387953,0.0006000429,0.001264359,0.0006162922,0.0009716465,0.001227879,0.001138037,0.002816868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115456,"about_ca_system_score_gemma":0.001513853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01530835,"about_ca_topic_score_gemma":0.01192078,"domain_scores_codex":[0.9948166,0.00152517,0.0002754205,0.0005578581,0.002589786,0.0002352545],"domain_scores_gemma":[0.9828913,0.004828113,0.0006684204,0.002658347,0.008664328,0.0002894451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004166717,0.004538261,0.1108325,0.001660165,0.0005480307,0.001049045,0.002935892,0.3685714,0.06387164,0.01629947,0.0548516,0.3706753],"study_design_scores_gemma":[0.0009543273,0.003128421,0.06495005,0.000687384,0.0002746322,0.0009319591,0.001591775,0.6702732,0.1322936,0.003994069,0.1206169,0.0003037766],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7010469,0.0006458441,0.1940773,0.0005532849,0.0003962023,0.001836744,0.01085608,0.01068643,0.07990114],"genre_scores_gemma":[0.8223268,0.0003819776,0.13782,0.0002351537,0.00004849151,0.001295183,0.02209713,0.001476801,0.01431841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01530835,"threshold_uncertainty_score":0.04506344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1836643515827696,"score_gpt":0.3799845131556733,"score_spread":0.1963201615729037,"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."}}