{"id":"W4313328809","doi":"10.33002/jelp02.03.03","title":"Demand-Pull Instruments to Support the Circular Economy: A Global Perspective","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Law & Policy","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strategic Research Council; Academy of Finland","keywords":"Circular economy; Mainstream; Globe; Consumption (sociology); Incentive; Industrial organization; Scale (ratio); Economics; Procurement; Economies of scale; Business; Economic system; Marketing; Market economy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01010947,0.0009741362,0.0006269693,0.003277536,0.002429304,0.01135884,0.001909667,0.005345322,0.007345194],"category_scores_gemma":[0.01048113,0.0005111244,0.0007746787,0.002669443,0.01335547,0.01622472,0.007341033,0.005806385,0.0008593673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005420125,"about_ca_system_score_gemma":0.005462802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094246,"about_ca_topic_score_gemma":0.001751797,"domain_scores_codex":[0.9942408,0.002414209,0.0002829758,0.0006083153,0.00172137,0.0007323031],"domain_scores_gemma":[0.9919953,0.004043671,0.001050123,0.00102371,0.001539061,0.0003481584],"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":[0.00001536674,0.00004495587,0.0007947718,0.0001781024,0.00001268833,0.00007732416,0.0006189332,0.001754262,0.0003219426,0.9742008,0.001538807,0.0204421],"study_design_scores_gemma":[0.00003990213,0.0002933689,0.003880456,0.001804335,0.00006361475,0.0003049556,0.005978863,0.007802475,0.003210649,0.70043,0.2760758,0.0001156418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0672598,0.01917195,0.1712661,0.09101623,0.0009827742,0.0004276382,0.0002359283,0.0004286324,0.6492109],"genre_scores_gemma":[0.9147293,0.01540767,0.0394466,0.009394438,0.0007462726,0.0003781985,0.0001506259,0.0001602616,0.01958667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01135884,"threshold_uncertainty_score":0.05346465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007708045215596373,"score_gpt":0.2282207864885719,"score_spread":0.2205127412729755,"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."}}