{"id":"W3157613614","doi":"10.2139/ssrn.3801020","title":"Research Proposal-Land Acquisition and Food Security in Chhattisgarh","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Food security; Business; Computer security; Geography; Agriculture; Computer science","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":[0.002053692,0.0001210458,0.0001514277,0.0000328381,0.0001980915,0.0001012047,0.0001973903,0.0001097134,0.0001058697],"category_scores_gemma":[0.00001461049,0.00004082804,0.00003783333,0.0003758309,0.00003143719,0.0001805493,0.0000798295,0.00134853,0.00006050391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003626384,"about_ca_system_score_gemma":0.0001708413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001314019,"about_ca_topic_score_gemma":0.006580811,"domain_scores_codex":[0.9974449,0.0001975401,0.0001989625,0.0002471294,0.0003814763,0.001529969],"domain_scores_gemma":[0.9996572,0.00007106175,0.00006093268,0.00003306995,0.00008790839,0.00008983776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002398724,0.0002878291,0.7194965,0.00002579407,0.00009409863,0.0000117361,0.0005967558,0.000004841243,0.005057293,0.221159,0.0005217392,0.05250452],"study_design_scores_gemma":[0.0004063959,0.001167213,0.465492,0.00003599969,0.000003110241,0.0002165206,0.001715841,0.00001275122,0.0002022205,0.5290753,0.001505228,0.000167445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996316,0.001489092,9.544675e-7,0.001165571,0.00007451937,0.0002857678,0.000003432824,0.000016989,0.0006477116],"genre_scores_gemma":[0.9972397,0.001878574,0.00001074764,0.00004662252,0.0002339095,0.000007603338,0.00001657171,0.000001108244,0.0005651329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3079164,"threshold_uncertainty_score":0.5858767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080689891689854,"score_gpt":0.2398008172507479,"score_spread":0.2289939183338493,"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."}}