{"id":"W6945708168","doi":"10.25916/sut.26289541","title":"Fool's gold","year":2009,"lang":"en","type":"other","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Victory; Period (music); Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002668366,0.001198683,0.002244441,0.0191214,0.0004306943,0.00006658309,0.006440009,0.004181519,0.01638335],"category_scores_gemma":[0.0009804869,0.001455464,0.0007707017,0.01011431,0.005296914,0.0002979885,0.002454505,0.005395144,0.009867497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287333,"about_ca_system_score_gemma":0.001112985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003011227,"about_ca_topic_score_gemma":0.002113341,"domain_scores_codex":[0.9904773,0.0005190266,0.0007237021,0.00230803,0.003000084,0.002971833],"domain_scores_gemma":[0.9928203,0.0002133528,0.0009151096,0.004266358,0.001167453,0.0006174522],"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":[0.0002415942,0.0006684727,0.0003998035,0.0002045189,0.000721482,0.001111445,0.0001069318,0.000003221876,0.003488991,0.005760306,0.9561443,0.03114892],"study_design_scores_gemma":[0.002915915,0.0009374159,0.0002417911,0.0018608,0.0002110944,0.00006199947,0.001609996,0.00002500334,0.001516488,0.00530162,0.9841071,0.00121073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001579402,0.01085247,0.0001141989,0.003073535,0.0002256133,0.002261056,0.0005476531,0.004575455,0.9767706],"genre_scores_gemma":[0.01338787,0.004420229,0.006115808,0.00002718718,0.0003564006,0.000004743539,0.0001356111,0.001499107,0.974053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02993819,"threshold_uncertainty_score":0.9989356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305979524815097,"score_gpt":0.2996702145041434,"score_spread":0.2666104192559925,"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."}}