{"id":"W7097464920","doi":"","title":"ECOLE DES ARTS VISUELS FACULTÉ D'AMÉNAGEMENT, ARCHITECTURE ET ARTS VISUELS","year":2014,"lang":"en","type":"article","venue":"","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Architecture; Photography; Painting","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002860789,0.0003795862,0.0003488162,0.0001419995,0.0007228,0.0003607723,0.0003798973,0.00017141,0.006888158],"category_scores_gemma":[0.00006923129,0.0002732735,0.0001772856,0.00004770037,0.0005619765,0.0002994653,0.0001750257,0.0003678614,0.001222864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002948499,"about_ca_system_score_gemma":0.00001401108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001972241,"about_ca_topic_score_gemma":0.0254791,"domain_scores_codex":[0.9982812,0.00007431157,0.0003289064,0.0004807804,0.0002507807,0.0005839753],"domain_scores_gemma":[0.999063,0.00006449498,0.000119436,0.0004931224,0.0001270609,0.0001328816],"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":[0.00002552571,0.0002991212,0.0002238778,0.0001039133,0.0001811614,0.000009896031,0.04369878,0.00005834322,0.001245521,0.6938093,0.2137927,0.04655192],"study_design_scores_gemma":[0.0003791481,0.0001396093,0.0002769458,0.00003963845,0.00004560221,0.00001213961,0.004547102,0.00001971344,0.0008521804,0.0479543,0.9453322,0.0004014598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1726258,0.0002530437,0.005936686,0.003801119,0.0004818331,0.0005799449,0.00007835963,0.001428404,0.8148147],"genre_scores_gemma":[0.8864876,0.00004895259,0.00154073,0.004675917,0.0007015346,0.00008035498,0.000134796,0.00006037987,0.1062697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7315395,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0859775234658653,"score_gpt":0.3124553390964465,"score_spread":0.2264778156305812,"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."}}