{"id":"W4240446294","doi":"10.1057/9781137268310_1","title":"Introduction","year":2013,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Romance; Art history; Painting; Style (visual arts); Brother; Grief; Visual arts; Literature; Psychology; Sociology; Anthropology","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":[0.0003550048,0.0006041529,0.0004291649,0.001196916,0.002474918,0.005490826,0.001298224,0.001923966,0.4389063],"category_scores_gemma":[0.001420737,0.0002316785,0.0003899859,0.001347988,0.001214918,0.00341379,0.002235214,0.001882473,0.2148164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328161,"about_ca_system_score_gemma":0.003085498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278567,"about_ca_topic_score_gemma":0.02088017,"domain_scores_codex":[0.9994314,0.00004776255,0.00001883608,0.0001234645,0.0002995934,0.00007883865],"domain_scores_gemma":[0.999571,0.00006088366,0.00001668478,0.00005421238,0.0002016154,0.00009551689],"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":[0.00001510063,0.00002638164,0.0001245148,0.0001875676,0.000001777785,0.0001095338,0.0008474796,0.00008606152,0.0002817901,0.08212057,0.7892587,0.1269406],"study_design_scores_gemma":[5.321832e-7,0.000002066492,0.00005928458,0.00006041427,3.050422e-7,0.0000392953,0.000078383,0.000005883049,0.00001871775,0.001331137,0.9984027,0.000001274807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003404045,0.003941481,0.00088711,0.002059939,0.002188466,0.00005082192,0.0006126311,0.0002059857,0.9897132],"genre_scores_gemma":[0.002615149,0.002927278,0.0005733256,0.001123962,0.0004687056,0.00003350945,0.0005114254,0.0001336319,0.9916129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4389063,"threshold_uncertainty_score":0.8003321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818976929512834,"score_gpt":0.1987825345031327,"score_spread":0.1805927652080043,"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."}}