{"id":"W4237555809","doi":"10.1162/002409403322258583","title":"Complexity","year":2003,"lang":"en","type":"article","venue":"Leonardo","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Web site; Estate; Art history; Art; Library science; Humanities; World Wide Web; The Internet; Computer science; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005425405,0.00008137469,0.00008333079,0.0000260344,0.00004660708,0.00001045437,0.00006515367,0.00003626748,0.0002156078],"category_scores_gemma":[0.00001263475,0.00007855227,0.0000355325,0.00004786914,0.00002977212,0.00002663668,0.000005990248,0.0001044757,0.0002055754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001546062,"about_ca_system_score_gemma":0.000005845714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004211053,"about_ca_topic_score_gemma":0.00001253009,"domain_scores_codex":[0.9995871,0.00002108459,0.00006942346,0.00007980801,0.00008055129,0.0001620208],"domain_scores_gemma":[0.9997638,0.00002175381,0.000005215708,0.000148139,0.000008055118,0.00005304536],"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":[0.00005701382,0.0002793304,0.02450615,0.0005742871,0.0003844503,0.0002180943,0.006613367,0.2005343,0.02568865,0.5474334,0.1006895,0.09302142],"study_design_scores_gemma":[0.001281148,0.000099837,0.03942009,0.00003251467,0.00003857239,0.000146563,0.0003209497,0.03589038,0.02346435,0.1796558,0.7183705,0.001279297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2379008,0.001416109,0.3239409,0.0002449771,0.0008228617,0.0002189392,0.00001342554,0.001218701,0.4342233],"genre_scores_gemma":[0.9955876,0.00000989374,0.003931888,0.000114937,0.00005058,0.00000419454,0.000002144068,0.00001699458,0.0002817846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7576868,"threshold_uncertainty_score":0.3203269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671372967524666,"score_gpt":0.2321779245006042,"score_spread":0.1954641948253575,"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."}}