{"id":"W6998568256","doi":"","title":"Andy Shauf - The Bearer of Bad News [FLAC] [Not On Label]","year":2012,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Empire; Period (music); British Empire; Column (typography); Subject (documents)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004484612,0.0007900855,0.001053621,0.001423966,0.00007665615,0.0004246042,0.003773695,0.000223715,0.05935271],"category_scores_gemma":[0.002006923,0.0004742652,0.0006467896,0.0004674293,0.0009547424,0.0001615289,0.0009535039,0.000839586,0.009643915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006197305,"about_ca_system_score_gemma":0.0001628085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006113009,"about_ca_topic_score_gemma":0.01601297,"domain_scores_codex":[0.9900659,0.001698474,0.001616133,0.001515371,0.004237136,0.0008669597],"domain_scores_gemma":[0.9929589,0.002738349,0.00161121,0.002169843,0.0002295843,0.0002921278],"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":[0.0004311104,0.0002261735,0.001165109,0.00002148486,0.0002451185,0.000006321799,0.003253345,0.00001234417,0.0006979457,0.007011733,0.9772685,0.009660843],"study_design_scores_gemma":[0.0009541006,0.000356253,0.001994222,0.000614627,0.0001176064,0.000008646452,0.0002196481,0.002499623,0.001181819,0.007343632,0.9841856,0.0005241795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001946442,0.0004629295,0.006559118,0.0007088978,0.00420302,0.001363322,0.0007125824,0.0001234793,0.9839202],"genre_scores_gemma":[0.05900497,0.00004142378,0.000634591,0.0007416399,0.0008333169,0.00007469852,0.0002574217,0.000254465,0.9381575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05705853,"threshold_uncertainty_score":0.9997709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595030831212387,"score_gpt":0.366596457082929,"score_spread":0.2070933739616903,"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."}}