{"id":"W2015156581","doi":"10.1155/s102602260000008x","title":"Deliberate ambiguity in a finite environment: The urban ecology of artificial items","year":2000,"lang":"en","type":"article","venue":"Discrete Dynamics in Nature and Society","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Declaration; Ambiguity; Computer science; Class (philosophy); Human–computer interaction; Visualization; Artificial intelligence; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.0001433114,0.00009682271,0.0001287216,0.00002218339,0.00003956516,0.000007186879,0.0000908221,0.0001870653,0.00001820829],"category_scores_gemma":[0.000004341583,0.00007682518,0.00005992452,0.0001247937,0.00007991142,0.00003198653,0.00001706911,0.000505049,0.000001549576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005386674,"about_ca_system_score_gemma":0.000008556309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001255543,"about_ca_topic_score_gemma":0.0001633571,"domain_scores_codex":[0.9994407,0.00003551412,0.0001779392,0.0001189985,0.00008188534,0.0001450067],"domain_scores_gemma":[0.999736,0.0001316235,0.00001686362,0.00009253821,0.000004613647,0.00001835693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004743266,0.00005492464,0.009009842,0.00007000058,0.00008052958,0.00001068399,0.00880464,0.927164,0.000166927,0.01695441,0.0004855555,0.03715106],"study_design_scores_gemma":[0.0001596045,0.00001783126,0.03227616,0.00001023605,0.000006158556,0.00000149554,0.0001954713,0.9501108,0.00001762786,0.01669994,0.0004038849,0.0001007758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932415,0.0008587642,0.003258299,0.0001849708,0.00006144643,0.0001565437,0.00004779951,0.00002088104,0.00216972],"genre_scores_gemma":[0.9986391,0.0005508738,0.0004640685,0.0001913279,0.00003298103,0.00000947233,0.00004394012,0.00001040831,0.00005784494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03705028,"threshold_uncertainty_score":0.313284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003029396072960502,"score_gpt":0.1911633890557575,"score_spread":0.188133992982797,"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."}}