{"id":"W2952440382","doi":"","title":"The Velvet Sky – in memory of Stephen Duckhouse","year":2019,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biography; Field (mathematics); Life writing; Creative writing; Sociology; Relation (database); Literature; Visual arts; History; Art history; Art; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002996663,0.0004109349,0.0004539583,0.0007077739,0.008588038,0.008574571,0.0008495888,0.00174213,0.003404785],"category_scores_gemma":[0.009959163,0.0002715269,0.0001307819,0.0009779931,0.01769411,0.005940075,0.002506443,0.005482947,0.0009718918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005294404,"about_ca_system_score_gemma":0.007426172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07081538,"about_ca_topic_score_gemma":0.08852585,"domain_scores_codex":[0.9968522,0.001950424,0.00005502819,0.0003561171,0.0005842208,0.0002020198],"domain_scores_gemma":[0.9948303,0.002404047,0.0003549729,0.0003096879,0.001200582,0.0009003803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006255267,0.00004049657,0.001234801,0.0003082048,0.00001188436,0.001254048,0.3317231,0.0001287694,0.0007402251,0.1219353,0.512464,0.03009653],"study_design_scores_gemma":[0.000005017097,0.00002238575,0.0006174302,0.0004910113,0.000003841433,0.0009030116,0.1061849,0.00007157341,0.0003457974,0.006583589,0.8847423,0.00002916618],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0805003,0.1059148,0.004943189,0.6121297,0.02001024,0.0001080549,0.0001917498,0.0003051419,0.1758969],"genre_scores_gemma":[0.7014084,0.03744031,0.004155675,0.05928926,0.00459761,0.0001081941,0.00007664975,0.0005215455,0.1924024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07081538,"threshold_uncertainty_score":0.1408064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270439847618748,"score_gpt":0.1794078834312882,"score_spread":0.1667034849551007,"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."}}