{"id":"W4321462813","doi":"10.7202/1096061ar","title":"Night Drawing","year":2023,"lang":"en","type":"article","venue":"Ethnologies","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Light pollution; Artificial light; Embodied cognition; Context (archaeology); Perception; Action (physics); Variety (cybernetics); Electric light; Aesthetics; Visual arts; Sociology; History; Psychology; Art; Computer science; Artificial intelligence; Engineering; Archaeology; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002627049,0.00007741304,0.00007852066,0.000038938,0.0001712954,0.00001614435,0.0001839678,0.00006816453,0.003058554],"category_scores_gemma":[0.00007658078,0.0000619151,0.00002999097,0.0002450343,0.0001868652,0.0001568942,0.0002308367,0.0001095723,0.01566958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007427899,"about_ca_system_score_gemma":0.000003519488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008314264,"about_ca_topic_score_gemma":0.0000252106,"domain_scores_codex":[0.9991468,0.00002213298,0.00009332439,0.0001649104,0.0001654101,0.0004073869],"domain_scores_gemma":[0.9996719,0.00005837719,0.00002661086,0.000189622,5.653255e-7,0.00005286411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009846094,0.0000337669,0.7925087,0.000009769782,0.00001084605,0.0000473005,0.003810696,0.0005456769,0.007937168,0.0006812256,0.1598722,0.03453291],"study_design_scores_gemma":[0.0001231093,0.00004002263,0.908891,0.0000054382,0.00000255747,0.000001390107,0.0009946768,0.00006767629,0.003590715,0.004959531,0.08118673,0.0001371828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420564,0.0000438854,0.0000210969,0.007546207,0.0001215907,0.0000671692,8.64306e-7,0.0005455837,0.04959716],"genre_scores_gemma":[0.988738,0.0001765616,0.0005232944,0.0003419429,0.00002264495,0.000008329547,0.000003260669,0.000009068946,0.01017689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163823,"threshold_uncertainty_score":0.9978528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204870742105237,"score_gpt":0.2914358436995648,"score_spread":0.2593871362785124,"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."}}