{"id":"W4242740827","doi":"10.1007/978-0-387-39940-9_2845","title":"Individual Data","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00151527,0.001128092,0.0008841134,0.00388486,0.0008692838,0.004420174,0.001790354,0.000754762,0.3326491],"category_scores_gemma":[0.006639056,0.0005615047,0.001009613,0.005072501,0.0003721629,0.00330914,0.003780677,0.001127927,0.3793229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006158882,"about_ca_system_score_gemma":0.001608944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112828,"about_ca_topic_score_gemma":0.002555115,"domain_scores_codex":[0.9985034,0.0001514366,0.0001433898,0.0004178558,0.0006730256,0.0001108379],"domain_scores_gemma":[0.995162,0.0005490276,0.000153675,0.002738477,0.001121531,0.000275359],"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":[0.0001261029,0.00003767628,0.000793813,0.0002584069,0.00003379226,0.00005631777,0.0001112361,0.0003642707,0.001718187,0.007354503,0.7543645,0.2347813],"study_design_scores_gemma":[0.0000105455,0.0000119626,0.0006989299,0.00004966929,0.000014931,0.0001064868,0.00005924166,0.0005417758,0.001892872,0.003926283,0.9926697,0.00001764706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003866428,0.00146102,0.1058309,0.002019358,0.002229942,0.0008171014,0.3554032,0.05555002,0.472822],"genre_scores_gemma":[0.02644088,0.002243767,0.07094324,0.001640667,0.0007920844,0.0008993627,0.4062642,0.01214864,0.4786273],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3326491,"threshold_uncertainty_score":0.9518951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06327890720987829,"score_gpt":0.2736878895650394,"score_spread":0.2104089823551611,"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."}}