{"id":"W7026880888","doi":"","title":"April 7 Pinnacle Awards Recognize Contributions of Alumni, Area Business Leaders","year":2016,"lang":"en","type":"article","venue":"Digital Commons - Winthrop University (Winthrop University)","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Real Estate Foundation of British Columbia","keywords":"Pinnacle; Work (physics); Margin (machine learning); Window (computing)","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":[0.0001170295,0.0003284008,0.0004225073,0.0006712122,0.0004050595,0.00004839089,0.0005339131,0.0002317241,0.004449102],"category_scores_gemma":[0.0001095218,0.0003535154,0.0002411265,0.001165177,0.001335544,0.001617473,0.0001982798,0.0002162723,0.001164608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009645537,"about_ca_system_score_gemma":0.0001495506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003248546,"about_ca_topic_score_gemma":0.0001662296,"domain_scores_codex":[0.9984484,0.00009327089,0.0002609173,0.000392634,0.0003458076,0.0004590164],"domain_scores_gemma":[0.9983241,0.0001497882,0.0001184543,0.0005192361,0.000633304,0.0002551219],"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":[0.002634978,0.004000728,0.03454546,0.00103101,0.004638087,0.001227734,0.01069846,0.01974907,0.09830525,0.02447708,0.662849,0.1358431],"study_design_scores_gemma":[0.006337439,0.0003092728,0.02449684,0.0004771898,0.0003584595,0.00002493824,0.01757327,0.001468849,0.003663391,0.0002699767,0.9434331,0.001587288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7269257,0.00004421334,0.1056699,0.00190934,0.00122014,0.000544652,0.001792965,0.00132323,0.1605699],"genre_scores_gemma":[0.9907164,0.0001794081,0.00008783828,0.00001570429,0.00008891905,2.036345e-7,0.0001187206,0.00003737017,0.008755409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805841,"threshold_uncertainty_score":0.9998917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937850024105327,"score_gpt":0.2209798185459945,"score_spread":0.1916013183049413,"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."}}