{"id":"W4396494838","doi":"10.1007/s43615-024-00368-4","title":"The Relationship between Biodiversity, Circular Economy, and Institutional Investors in the Sustainable Transition: A Mixed Review","year":2024,"lang":"en","type":"review","venue":"Circular Economy and Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Circular economy; Biodiversity; Transition (genetics); Business; Economic system; Transition economy; Natural resource economics; Economic geography; Economics; Market economy; 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":[0.005215544,0.0005399694,0.001564438,0.005019644,0.0003954722,0.003130952,0.0009166725,0.002105159,0.00393599],"category_scores_gemma":[0.01656109,0.0003557057,0.001138391,0.007763478,0.001269399,0.002926875,0.00146659,0.001613895,0.0003544941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947659,"about_ca_system_score_gemma":0.007829812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005958032,"about_ca_topic_score_gemma":0.0213685,"domain_scores_codex":[0.9984961,0.0005215439,0.0003008076,0.0001863373,0.0004171329,0.00007823871],"domain_scores_gemma":[0.9845004,0.01208563,0.001648502,0.0001448259,0.001375213,0.0002454738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001307309,0.00004998008,0.002335047,0.1733484,0.001211491,0.0001125616,0.000333721,0.0002972194,0.0001911257,0.01218038,0.02142194,0.7883876],"study_design_scores_gemma":[0.00006038356,0.0001496667,0.01306202,0.3367803,0.005973884,0.0006485402,0.001281153,0.000239041,0.0002345782,0.008131512,0.6333608,0.00007813073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001055902,0.9990616,0.00002272893,0.0005482767,0.00006541578,0.000002649046,0.00001778456,5.948511e-7,0.0001753524],"genre_scores_gemma":[0.001817789,0.9976597,0.0000657895,0.0002948372,0.00009485133,0.000005606659,0.00001345915,5.261524e-7,0.00004756624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005958032,"threshold_uncertainty_score":0.02758276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04231304032194463,"score_gpt":0.2666317793152219,"score_spread":0.2243187389932772,"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."}}