{"id":"W2150772060","doi":"10.1145/1056808.1056959","title":"It's a jungle out there","year":2005,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"","keywords":"Expansive; Jungle; Computer science; Component (thermodynamics); Context (archaeology); Field (mathematics); Focus (optics); Set (abstract data type); Data science; Ubiquitous computing; Urban computing; Risk analysis (engineering); Human–computer interaction; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01242337,0.0007804761,0.0007768676,0.001151384,0.007382565,0.0103737,0.001373037,0.003221322,0.01849169],"category_scores_gemma":[0.0206715,0.0003797605,0.0005381785,0.001342388,0.01939342,0.01892612,0.005381141,0.008297309,0.006655842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003003197,"about_ca_system_score_gemma":0.004402068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004624531,"about_ca_topic_score_gemma":0.005427952,"domain_scores_codex":[0.991247,0.004502304,0.0002448829,0.0008939166,0.002518856,0.0005931112],"domain_scores_gemma":[0.9870074,0.004983559,0.0005906279,0.002624989,0.003413414,0.001379947],"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":[0.0002402581,0.0003382254,0.005119722,0.001021557,0.00005898631,0.00043487,0.04653818,0.0003893398,0.005561412,0.5583403,0.1865307,0.1954263],"study_design_scores_gemma":[0.00002756626,0.0002861831,0.002403342,0.001019218,0.00002089343,0.0004415798,0.04078337,0.000307945,0.001717774,0.187225,0.765691,0.00007613736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04064984,0.0141684,0.1065953,0.4611815,0.013806,0.0005507963,0.0005903786,0.00107104,0.3613868],"genre_scores_gemma":[0.584106,0.01633614,0.06572566,0.1330779,0.003487891,0.001036281,0.0004103767,0.001783144,0.1940367],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01849169,"threshold_uncertainty_score":0.06570184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0080955454285488,"score_gpt":0.2140797636356959,"score_spread":0.2059842182071471,"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."}}