{"id":"W7023864287","doi":"","title":"Prof Anna Pao Sohmen, SBS 包陪慶教授","year":2013,"lang":"zh","type":"article","venue":"Digital Commons - Lingnan (Lingnan University)","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Spare time; China; Spare part","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002113635,0.0007098358,0.0006087222,0.0009363724,0.0006610298,0.0009601551,0.0008368647,0.0004528589,0.008493464],"category_scores_gemma":[0.000109606,0.0008776342,0.0004138892,0.001001653,0.0002975554,0.002320953,0.0003367212,0.0008423993,0.02984821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006350581,"about_ca_system_score_gemma":0.0001828299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003589324,"about_ca_topic_score_gemma":0.00008980958,"domain_scores_codex":[0.9968919,0.0001305793,0.0006233764,0.0007539841,0.0005972575,0.001002907],"domain_scores_gemma":[0.9977374,0.0001332688,0.0002430405,0.0008597196,0.0004262676,0.0006002735],"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":[0.0004437786,0.005317407,0.06803904,0.003259713,0.003654947,0.001014419,0.03969024,0.06613508,0.01262424,0.06577527,0.5175629,0.2164829],"study_design_scores_gemma":[0.005555933,0.001046097,0.03035442,0.00183726,0.0005677206,0.00004071409,0.01246404,0.07030698,0.0003740278,0.006262256,0.866303,0.004887608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3936487,0.0002217858,0.002108475,0.0005851029,0.002110041,0.001234584,0.000194742,0.001229329,0.5986673],"genre_scores_gemma":[0.9331377,0.00009998095,0.0001382844,0.0000814197,0.0006712607,0.000005438214,0.0002806723,0.0001327717,0.06545253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.539489,"threshold_uncertainty_score":0.9993674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274331381719116,"score_gpt":0.2113788289947171,"score_spread":0.1839456908228055,"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."}}