{"id":"W4388488059","doi":"10.1007/978-3-031-44652-8_1","title":"Circular Economy at Micro Level—A System Engineering Perspective","year":2023,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on sustainable development","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Circular economy; Key (lock); Context (archaeology); Systems thinking; Perspective (graphical); Natural (archaeology); Engineering; Computer science; Management science; Economic system; Geography; Economics; Artificial intelligence; Ecology","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":[0.0005866625,0.0003168689,0.0005466423,0.0009115543,0.0009907892,0.003588533,0.0006793481,0.001312879,0.0100118],"category_scores_gemma":[0.001351254,0.0003589412,0.000457749,0.001279396,0.003672664,0.003346541,0.001123596,0.001869564,0.00110985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002712908,"about_ca_system_score_gemma":0.00160434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439742,"about_ca_topic_score_gemma":0.001846828,"domain_scores_codex":[0.9996475,0.0001373396,0.00001357722,0.00005242782,0.0001022155,0.00004684296],"domain_scores_gemma":[0.9991626,0.0004883169,0.00006477832,0.0001228761,0.000118022,0.00004340907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001086191,0.000006479591,0.00003482628,0.00001481118,0.000001913578,0.00001097747,0.00003258486,0.002652612,0.0000671072,0.9935271,0.001431103,0.002219481],"study_design_scores_gemma":[0.000001612865,0.000009001883,0.0001312068,0.00002079156,0.000002943055,0.00002260168,0.00008870605,0.008644096,0.0001090895,0.9668427,0.02412191,0.000005279639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02654753,0.01384374,0.260064,0.02181051,0.001653014,0.00006909099,0.0002593728,0.0001702358,0.6755825],"genre_scores_gemma":[0.8049114,0.01502059,0.03899132,0.001837493,0.002495132,0.0002405892,0.0001438868,0.0002223551,0.1361372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0100118,"threshold_uncertainty_score":0.0334928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524646542768994,"score_gpt":0.1852083407010574,"score_spread":0.1699618752733675,"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."}}