{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267544,0.0008977443,0.0003696095,0.001267283,0.00285862,0.005020585,0.002163999,0.001932508,0.2891061],"category_scores_gemma":[0.005356038,0.0004148707,0.00101413,0.0009995826,0.002037165,0.002915401,0.00483386,0.001995677,0.06569254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654913,"about_ca_system_score_gemma":0.001937857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759813,"about_ca_topic_score_gemma":0.008510079,"domain_scores_codex":[0.9988091,0.0003979098,0.00004796411,0.0002003033,0.0004075412,0.0001370953],"domain_scores_gemma":[0.9979703,0.0005517741,0.00006737139,0.0005718159,0.0004780513,0.0003607991],"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":[0.0002648249,0.0001494639,0.001012566,0.000594746,0.00001869091,0.0008917151,0.01558529,0.001171432,0.00535417,0.159339,0.4963548,0.3192634],"study_design_scores_gemma":[0.000009280338,0.00002149073,0.000299708,0.00007928751,0.000004039086,0.0002231359,0.001778161,0.0005079036,0.0006763219,0.008688453,0.9876944,0.00001790124],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006278893,0.0004202516,0.08007931,0.002186428,0.001660594,0.0003979181,0.001665323,0.00417904,0.9031322],"genre_scores_gemma":[0.1042803,0.0008898955,0.112798,0.001975171,0.0003265098,0.0005465015,0.002911737,0.004407313,0.7718644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2891061,"threshold_uncertainty_score":0.9671562,"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."}}