{"id":"W4399634065","doi":"10.5267/j.dsl.2024.3.005","title":"Towards sustainable polio vaccine distribution: Evaluating a green metrics framework in Indonesia's pharmaceutical industry","year":2024,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Business; Pharmaceutical manufacturing; Pharmaceutical industry; Poliomyelitis eradication; Polio vaccine; Industrial organization; Sustainable development; Environmental economics; Marketing; Poliomyelitis; Biotechnology; Economics; Medicine; Virology; Mathematics; Political science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00473047,0.0001632925,0.0001818434,0.001389902,0.000341089,0.001311207,0.0005467633,0.0001430511,0.000349806],"category_scores_gemma":[0.001155253,0.0001468074,0.00004864494,0.008193729,0.0001214281,0.001967555,0.0004328268,0.000678992,0.0002708548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000658537,"about_ca_system_score_gemma":0.0002544902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001768747,"about_ca_topic_score_gemma":0.000002388727,"domain_scores_codex":[0.9974996,0.00001292704,0.0004967136,0.0005243658,0.0008739727,0.0005924293],"domain_scores_gemma":[0.9992406,0.0001768298,0.00009125654,0.0002171173,0.0002403198,0.00003382862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009481046,0.0001170536,0.135228,0.0002757177,0.00002715785,0.0004715376,0.0007334121,0.0006961862,0.0006681263,0.3649012,0.0356416,0.4611452],"study_design_scores_gemma":[0.001866197,0.00002044709,0.4018809,0.0005093336,0.00004561324,0.0000245186,0.00364183,0.1591606,0.0002598128,0.04128309,0.3901368,0.001170826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392877,0.00005796201,0.02403997,0.03398226,0.00107325,0.0002440437,0.000001608494,0.00009897873,0.001214293],"genre_scores_gemma":[0.9778066,0.00000332313,0.00127336,0.02021594,0.000552943,0.00002264399,0.00001104571,0.00001289327,0.0001012554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4599744,"threshold_uncertainty_score":0.9997255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04436839830687655,"score_gpt":0.3635504787731253,"score_spread":0.3191820804662487,"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."}}