{"id":"W1533298774","doi":"","title":"Is the Deposit Refund System for Lead Batteries in Delhi and the National Capital Region Effective","year":2012,"lang":"en","type":"preprint","venue":"OpenDocs (Institute of Development Studies)","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; International Centre for Integrated Mountain Development; Direktoratet for Utviklingssamarbeid; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Lead–acid battery; Lead (geology); Incentive; Order (exchange); Business; Government (linguistics); Battery (electricity); Environmental economics; Finance; Commerce; Economics; Market economy","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":[],"consensus_categories":[],"category_scores_codex":[0.00104638,0.0003345599,0.0004779021,0.00004068348,0.0004872633,0.00004008698,0.0004002326,0.0001140306,0.00001101841],"category_scores_gemma":[0.0001007501,0.0001959894,0.00008148688,0.00008760665,0.0009527081,0.000271679,0.001649442,0.0002427022,0.000021677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008009815,"about_ca_system_score_gemma":0.00004364528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000338447,"about_ca_topic_score_gemma":0.0007228329,"domain_scores_codex":[0.9981505,0.0001026866,0.0004829609,0.0004383702,0.0004847005,0.0003407591],"domain_scores_gemma":[0.9991093,0.000249315,0.0003307536,0.0002402657,0.00002018491,0.00005017364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005412826,0.001433375,0.3637609,0.008671121,0.01018185,0.0001392241,0.3708162,0.09112712,0.001350947,0.02998603,0.04458294,0.0725375],"study_design_scores_gemma":[0.008684091,0.0001291313,0.8669025,0.002667312,0.0004834909,0.0001730311,0.005404362,0.0003391412,0.0137455,0.003650052,0.09599556,0.001825834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859257,0.002261937,0.0007357363,0.002053297,0.0009986535,0.002784707,0.00001927926,0.00001831075,0.005202381],"genre_scores_gemma":[0.9956458,0.0007113046,0.001633953,0.0003291664,0.00006362902,0.00103941,0.00002245736,0.00001712148,0.0005371624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5031416,"threshold_uncertainty_score":0.7992214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236664268727261,"score_gpt":0.2757979642993416,"score_spread":0.233431321612069,"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."}}