{"id":"W2581462747","doi":"","title":"Looking at Regulatory Mechanism of India's Public Distribution System Through Food Security Lens","year":2016,"lang":"en","type":"article","venue":"","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Public distribution system; Food security; Population; Beneficiary; Business; Distribution (mathematics); Right to food; Government (linguistics); Food distribution; Public economics; Economics; Law; Agriculture; Finance; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002596914,0.0001098259,0.0001640563,0.000003155415,0.0001838246,0.00004963867,0.0001899464,0.0001123145,0.0004225505],"category_scores_gemma":[0.00002749291,0.00002823397,0.00009195762,0.000102254,0.00003990749,0.0007933626,0.0001317721,0.00004333548,0.00004473819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204401,"about_ca_system_score_gemma":0.000005223101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008761759,"about_ca_topic_score_gemma":0.0004471142,"domain_scores_codex":[0.9991228,0.0000630756,0.0002408565,0.0002305596,0.0001307301,0.0002119638],"domain_scores_gemma":[0.9993667,0.0001924704,0.0002588121,0.00005689883,0.0000712774,0.00005381977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002103991,0.00004457624,0.002447728,0.00001917135,0.00004273153,8.656518e-7,0.00005682159,7.576852e-8,0.09277359,0.897314,0.0009810245,0.006298387],"study_design_scores_gemma":[0.001168603,0.002323617,0.2336133,0.0002993154,0.0001096048,0.0001369117,0.005886795,0.00006495033,0.3934048,0.04365656,0.3177269,0.001608695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904074,0.00006639898,0.00002601737,0.002306392,0.0001335721,0.000128935,0.0001786136,0.0000680696,0.006684602],"genre_scores_gemma":[0.9994997,0.00006102881,0.00001468867,0.00005658638,0.0001323332,0.000006976593,0.00006020368,5.116041e-7,0.0001679087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8536574,"threshold_uncertainty_score":0.4626632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274977521873352,"score_gpt":0.1931791311611246,"score_spread":0.1656813789737894,"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."}}