{"id":"W6923517614","doi":"10.14288/1.0132946","title":"Gob","year":2015,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Musical; Work (physics); Noise (video); Process (computing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008304312,0.0008291099,0.0005494229,0.003963083,0.004711678,0.004655724,0.001044659,0.001223755,0.3019624],"category_scores_gemma":[0.002420431,0.0004040067,0.0003154505,0.003468997,0.001137772,0.001282727,0.003881536,0.001660984,0.1439877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533543,"about_ca_system_score_gemma":0.003208587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2310777,"about_ca_topic_score_gemma":0.6486496,"domain_scores_codex":[0.9991851,0.00004437478,0.00002489304,0.0001231944,0.0004873148,0.0001350813],"domain_scores_gemma":[0.9984303,0.00007734041,0.00003495386,0.0002527005,0.0008645428,0.0003401109],"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":[0.0001772437,0.0000214213,0.0008090457,0.0001913131,0.00001109666,0.0002860442,0.001174158,0.0001162161,0.001998541,0.002751237,0.9288499,0.06361375],"study_design_scores_gemma":[0.000008347383,0.000008302344,0.005553882,0.0001174617,0.000004689706,0.0001061256,0.0006910285,0.00007334389,0.0005623034,0.0004134882,0.9924452,0.00001584011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006884224,0.0008729272,0.002700099,0.001177947,0.001917021,0.0002012669,0.05995986,0.002867323,0.9234193],"genre_scores_gemma":[0.02181925,0.0004576317,0.002055922,0.0002523748,0.0003260076,0.00009616339,0.03926303,0.002201734,0.9335279],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6980376,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438053935536332,"score_gpt":0.3181501637824303,"score_spread":0.2743447702287971,"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."}}