{"id":"W2560678820","doi":"10.18733/c3cs3j","title":"Tamed Series: Intro","year":2016,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Visual arts; Art; Computer graphics (images); History; Computer science; Geology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007097979,0.0009206806,0.0004500248,0.002358726,0.001989608,0.005691161,0.001206276,0.0009401861,0.3963192],"category_scores_gemma":[0.003150523,0.0003438717,0.0004429399,0.001470547,0.0009247965,0.003147542,0.003107002,0.001918394,0.2181432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463516,"about_ca_system_score_gemma":0.001084768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290848,"about_ca_topic_score_gemma":0.003156745,"domain_scores_codex":[0.999377,0.0001176065,0.00003083414,0.0000934522,0.000322604,0.00005857689],"domain_scores_gemma":[0.9986608,0.0001884477,0.00004777317,0.0002582219,0.000511059,0.0003337575],"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":[0.00003965909,0.0000547675,0.000186685,0.0001445865,0.000002265506,0.0001524775,0.0005967203,0.00008970343,0.0008022072,0.01760254,0.8864383,0.0938901],"study_design_scores_gemma":[0.0000018569,0.00001043047,0.0001941451,0.00007186404,9.287348e-7,0.0001066669,0.0001997252,0.00003337004,0.0001360297,0.001263527,0.9979783,0.000003115416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001606446,0.002478037,0.00361513,0.002692318,0.01737925,0.0001487379,0.001238895,0.001236678,0.9696045],"genre_scores_gemma":[0.006580116,0.001769216,0.001555999,0.0006626057,0.003992696,0.00007570482,0.0009686569,0.001013592,0.9833815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3963192,"threshold_uncertainty_score":0.8610773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6639254839263723,"score_gpt":0.4184220345335494,"score_spread":0.2455034493928229,"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."}}