{"id":"W2968997585","doi":"","title":"Longdendale Lights: Perspectives (I) and Longdendale Lights: Perspectives (II)","year":2017,"lang":"en","type":"article","venue":"University of the Arts London Research Online (University of the Arts London)","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Panel discussion; Beauty; Gray (unit); The arts; Art history; Painting; Visual arts; Media studies; Art; Sociology; History; Archaeology; Advertising; Aesthetics","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0004922678,0.0002841651,0.0004358429,0.0002666374,0.00735252,0.0001749317,0.002504932,0.0001274635,0.00159505],"category_scores_gemma":[0.0001391482,0.0002340278,0.000397791,0.0001171767,0.007069632,0.001299551,0.003107544,0.000760948,0.0000366938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887039,"about_ca_system_score_gemma":0.00009947817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004056936,"about_ca_topic_score_gemma":0.01841023,"domain_scores_codex":[0.9975776,0.0002861795,0.0001682774,0.0006138109,0.0007980809,0.000556037],"domain_scores_gemma":[0.997326,0.0001716954,0.000331939,0.001542667,0.0004270872,0.0002006787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001313711,0.002854114,0.008502519,0.0003882129,0.0007692002,0.000257722,0.5609639,0.00004861059,0.003371095,0.3709319,0.04855393,0.002045051],"study_design_scores_gemma":[0.002901737,0.0004932054,0.04874019,0.0005695397,0.0002312586,0.00002994959,0.4683012,0.0002593516,0.000741182,0.004620822,0.4725314,0.0005801077],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387149,0.001352458,0.00000792441,0.02870802,0.0002577858,0.0005127045,0.0005566187,0.00003984865,0.02984974],"genre_scores_gemma":[0.9015242,0.0009651716,0.0002071295,0.00004206141,0.0001700545,1.129334e-7,0.0000119875,0.00002102322,0.09705818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4239775,"threshold_uncertainty_score":0.9995012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340597146484961,"score_gpt":0.2497553243539656,"score_spread":0.2156956097054695,"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."}}