{"id":"W2478021195","doi":"","title":"Understanding Light Art In A Multidisciplinary Context","year":2016,"lang":"en","type":"article","venue":"European Scientific Journal ESJ","topic":"Cultural Studies and Postmodernism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Context (archaeology); Illusion; Aesthetics; Contemporary art; Art methodology; Visual arts; Art; Installation art; Power (physics); Digital art; Art criticism; History of art; Sociology; History; Art history; Psychology; The arts; Visual arts education; Studio art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003362391,0.0001033926,0.0001282614,0.0001174331,0.001894467,0.0004914721,0.0003622054,0.00002501916,0.0005638842],"category_scores_gemma":[0.0002360158,0.00006105522,0.00009922799,0.0003165689,0.0004236389,0.0004205106,0.0001320872,0.0001764638,0.001472787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037733,"about_ca_system_score_gemma":0.00007578968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000213328,"about_ca_topic_score_gemma":0.001980819,"domain_scores_codex":[0.9979988,0.000504113,0.0002924663,0.0002530395,0.000483719,0.0004678684],"domain_scores_gemma":[0.9993382,0.000100801,0.0001298509,0.0001266176,0.00008784307,0.0002167026],"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":[0.0000883905,0.0001860709,0.01305982,0.000007865258,0.00005208224,0.00104572,0.5273224,0.000009839458,0.01032189,0.01625698,0.3907243,0.04092461],"study_design_scores_gemma":[0.0007271181,0.00003605128,0.002391931,0.0002168683,0.000006071274,0.00003574378,0.07255132,0.000006003798,0.00003617272,0.003411397,0.920373,0.0002082643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4032819,0.0006177077,0.002002877,0.03181729,0.005250243,0.0002242158,0.000007994023,0.00006994693,0.5567278],"genre_scores_gemma":[0.9295586,0.0001700874,0.00004404744,0.00007130777,0.0004230009,4.292814e-7,4.337361e-7,0.00001087319,0.06972121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5296487,"threshold_uncertainty_score":0.9994049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1849535378134161,"score_gpt":0.3224694677112671,"score_spread":0.1375159298978509,"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."}}