{"id":"W1510526614","doi":"","title":"Alfred Ng. Artist / Designer","year":2007,"lang":"en","type":"article","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Visual arts; Art history; Art; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044419,0.0009293402,0.0004422185,0.001700319,0.003555687,0.003761345,0.000618531,0.0008807699,0.2498263],"category_scores_gemma":[0.001742642,0.0003586014,0.0002809375,0.001097441,0.0005760459,0.001260437,0.001309297,0.001011167,0.1649619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707922,"about_ca_system_score_gemma":0.001850697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155379,"about_ca_topic_score_gemma":0.06563635,"domain_scores_codex":[0.998983,0.00008160928,0.00002949767,0.0001223622,0.0006949342,0.00008864282],"domain_scores_gemma":[0.9984074,0.00008149757,0.00004109888,0.0001100376,0.0008851824,0.0004748181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000107635,0.000006467032,0.00004339999,0.00004787736,5.281528e-7,0.00004699142,0.0001328354,0.0000193901,0.0002962555,0.001446106,0.9489706,0.04897875],"study_design_scores_gemma":[0.000001274771,0.000002316759,0.00007128595,0.0000133251,5.048465e-7,0.00007870996,0.00008903199,0.0000154451,0.00007580436,0.0001011952,0.9995486,0.000002475289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001156324,0.01064326,0.002578237,0.01616037,0.01681988,0.0001304549,0.0009113025,0.001517211,0.9500829],"genre_scores_gemma":[0.003568498,0.001667456,0.001019244,0.001441909,0.000478561,0.00002060375,0.000192832,0.0002291298,0.9913818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2498263,"threshold_uncertainty_score":0.8357524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04956212786099875,"score_gpt":0.2960849443763143,"score_spread":0.2465228165153155,"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."}}