{"id":"W4237286758","doi":"10.1109/indin.2007.4384723","title":"Engineering Industrial Ecosystems in a Networked World","year":2007,"lang":"en","type":"article","venue":"IEEE International Conference on Industrial Informatics (INDIN)","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ecosystem; Computer science; Ecology; Biology","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":[0.0006508448,0.0007210225,0.0004972197,0.0008105862,0.0007577159,0.002501908,0.0005880696,0.001246063,0.1008099],"category_scores_gemma":[0.001096614,0.0001640947,0.0003528626,0.001385854,0.0005276705,0.001474523,0.0009839268,0.001008291,0.02375177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256795,"about_ca_system_score_gemma":0.001084416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984883,"about_ca_topic_score_gemma":0.006794081,"domain_scores_codex":[0.9996873,0.0000562516,0.00003609099,0.00005407374,0.0001287924,0.00003743432],"domain_scores_gemma":[0.9995136,0.0001385098,0.0000288353,0.00003004531,0.0002323322,0.00005663922],"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":[0.00003813671,0.00003620773,0.000132627,0.0009472062,0.000009642029,0.00009135209,0.0001642203,0.002049441,0.0007232985,0.04826365,0.7983412,0.149203],"study_design_scores_gemma":[0.000004190912,0.00004152633,0.0002926482,0.0003130893,0.000007653746,0.00005273289,0.00007545266,0.0003420606,0.0002866689,0.006632113,0.9919437,0.00000816822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00185376,0.0706659,0.01539552,0.02034018,0.04218833,0.0002301063,0.001044669,0.0005394754,0.8477421],"genre_scores_gemma":[0.02917116,0.09170116,0.004536226,0.003287639,0.008534496,0.0002649821,0.001258292,0.0001796529,0.8610663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1008099,"threshold_uncertainty_score":0.3372426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09221348035842533,"score_gpt":0.2827326810829167,"score_spread":0.1905192007244914,"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."}}