{"id":"W4389254678","doi":"10.1007/978-3-031-40647-8_8","title":"Circular Economy: A Fintech Driven Solution for Sustainable Practices","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Transparency (behavior); Circular economy; Business; Pace; Industrial organization; Supply chain; Business model; Traceability; Globe; Investment (military); Sustainable development; Engineering; Geography; Marketing; Politics","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":[0.0009213963,0.0006145937,0.000257703,0.001258283,0.002711904,0.007400674,0.001011482,0.002765682,0.02938223],"category_scores_gemma":[0.001853539,0.0002373941,0.0003481883,0.001716899,0.004708886,0.006665976,0.00371925,0.00197408,0.005281352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004540431,"about_ca_system_score_gemma":0.005141492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006598474,"about_ca_topic_score_gemma":0.00984543,"domain_scores_codex":[0.9993999,0.0001601841,0.00001709642,0.00007257445,0.0002624278,0.00008766321],"domain_scores_gemma":[0.9994832,0.0001518337,0.00002647652,0.0001393412,0.0001335487,0.00006561261],"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":[0.000002607021,0.000006859167,0.00002232126,0.00001580965,8.104723e-7,0.00001062049,0.0001555717,0.0002410289,0.00006078783,0.9664582,0.0166872,0.01633815],"study_design_scores_gemma":[0.000003135802,0.000007906671,0.00006688183,0.00007763779,0.000001743914,0.00004554699,0.0004054167,0.001211003,0.0003099279,0.4652038,0.5326588,0.000008250487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002806459,0.002198267,0.03653083,0.007331147,0.0008655622,0.00005331011,0.00008691617,0.0002820817,0.9498455],"genre_scores_gemma":[0.1240704,0.004629757,0.03477776,0.002734692,0.0005208195,0.0001994509,0.0002483912,0.0005061533,0.8323126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02938223,"threshold_uncertainty_score":0.09829336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03320135299496702,"score_gpt":0.2456388127723602,"score_spread":0.2124374597773932,"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."}}