{"id":"W3135543645","doi":"10.17528/cifor/007944","title":"Reviewing initiatives to promote sustainable supply chains: The case of forest-risk commodities","year":2021,"lang":"en","type":"book","venue":"Center for International Forestry Research (CIFOR) eBooks","topic":"Mining and Resource Management","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Centre de Coopération Internationale en Recherche Agronomique pour le Développement; Lakehead University","keywords":"Business; Supply chain; Sustainable development; Natural resource economics; Environmental planning; Economics; Geography; Political science; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001769723,0.0004250072,0.0005273322,0.0006100524,0.0004343633,0.0002667635,0.001107052,0.0002263332,0.00008804932],"category_scores_gemma":[0.000680514,0.0003368742,0.0003971878,0.0001010081,0.0003052994,0.0001026014,0.0008867947,0.001081414,0.00001525009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005622069,"about_ca_system_score_gemma":0.0002339655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007103474,"about_ca_topic_score_gemma":0.0001067706,"domain_scores_codex":[0.996972,0.0001537447,0.0007476552,0.0004704947,0.000789309,0.0008667734],"domain_scores_gemma":[0.9970616,0.0005374769,0.0001813563,0.0007033059,0.00133209,0.0001841366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003816558,0.0002291061,0.0009048696,0.01516067,0.004500394,0.003784779,0.01633154,0.00993447,0.00002316801,0.3352626,0.5656266,0.04786021],"study_design_scores_gemma":[0.0006175606,0.0002318192,0.00006709119,0.002694554,0.00006412677,0.0001365879,0.003965954,0.006328359,0.0001677882,0.005698909,0.9796513,0.0003759429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03233149,0.002809692,0.002659278,0.0004702732,0.001595674,0.005924908,0.003916527,0.0002223855,0.9500698],"genre_scores_gemma":[0.1081228,0.0007839857,0.0006544258,0.00009926869,0.001459126,0.001514986,0.001299867,0.0002530247,0.8858125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4140247,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04713504872442069,"score_gpt":0.3199322305269069,"score_spread":0.2727971818024862,"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."}}