{"id":"W2885678887","doi":"10.7228/manchester/9781526101198.003.0005","title":"Establishing the theory and practice of a defeatured landscape","year":2018,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Situationism; Framing (construction); Politics; Geographer; History; Sociology; Art history; Aesthetics; Geography; Art; Cartography; Archaeology; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001570672,0.0001823828,0.0002341347,0.00008250414,0.0004201875,0.0001550693,0.0006424353,0.0003311767,0.00009135435],"category_scores_gemma":[0.0004181328,0.0001607427,0.00008313963,0.00001440888,0.001216892,0.0004413507,0.0004709936,0.0003297067,0.000004786333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006433596,"about_ca_system_score_gemma":0.00013578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000295731,"about_ca_topic_score_gemma":0.0003522547,"domain_scores_codex":[0.998524,0.0004439397,0.0001126666,0.0003023743,0.0003851338,0.0002319491],"domain_scores_gemma":[0.9970987,0.001851279,0.0003244551,0.0004153125,0.0002159292,0.00009431102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002013682,0.000006023052,0.00001540257,0.00002690637,0.0001380745,0.00001980254,0.04625948,1.183889e-7,0.000002582493,0.9397686,0.01243241,0.001129243],"study_design_scores_gemma":[0.0002106159,0.00002675051,0.00001939173,0.00007843807,0.0002190085,0.00000487603,0.01056258,9.592031e-7,0.000007360995,0.004052583,0.9846469,0.0001705976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001902152,0.0002491383,0.0001020025,0.0004074538,0.0001962606,0.0003202317,0.00002457393,0.00005790932,0.9984522],"genre_scores_gemma":[0.004913125,0.000170492,0.0002977062,0.0002525712,0.0003182534,5.839704e-7,0.000004135397,0.00002351303,0.9940196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9722144,"threshold_uncertainty_score":0.6554899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689892851804733,"score_gpt":0.2527141424919445,"score_spread":0.2258152139738971,"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."}}