{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001753635,0.000475696,0.0005663479,0.001863434,0.00006773962,0.0002756524,0.000864348,0.0008563922,0.0008037074],"category_scores_gemma":[0.0004959399,0.0005283496,0.000121701,0.001092179,0.00005588257,0.0006948874,0.00007915615,0.002027534,0.0002948809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895159,"about_ca_system_score_gemma":0.0003365377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001446452,"about_ca_topic_score_gemma":0.0006560964,"domain_scores_codex":[0.9962167,0.00004775606,0.001844999,0.000232443,0.000670428,0.0009876599],"domain_scores_gemma":[0.9983562,0.0005329527,0.0003045126,0.0003421548,0.0001951133,0.0002691048],"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":[0.0008945057,0.0001835028,0.004324103,0.00006676038,0.0004721408,0.0002427082,0.001651774,0.8914143,0.0002886323,0.03319355,0.03565144,0.03161662],"study_design_scores_gemma":[0.009051842,0.0002630839,0.0001936192,0.0007581742,0.00003373278,0.0000486201,0.002091918,0.8657514,0.00319977,0.0003691782,0.1169553,0.001283264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8607084,0.000008767041,0.002324439,0.0003565558,0.02685315,0.001332438,0.00007526659,0.000556183,0.1077848],"genre_scores_gemma":[0.9952747,0.00001165186,0.0001395762,0.00009666771,0.003453648,0.00007587373,0.00007592857,0.00005828027,0.0008136414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345663,"threshold_uncertainty_score":0.9997168,"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."}}