{"id":"W2119570231","doi":"10.1186/s40066-015-0036-2","title":"The interplay between household food security and wellbeing among small-scale farmers in the context of rapid agrarian change in India","year":2015,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Canadian Mennonite University","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Livelihood; Food security; Agrarian society; Agriculture; Context (archaeology); Scale (ratio); Household income; Socioeconomics; Geography; Economics; Business; Economic growth; Agricultural economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001142076,0.0004078388,0.0004991057,0.00003038277,0.0002626072,0.0001568573,0.000809902,0.0003565925,0.000004995617],"category_scores_gemma":[0.00007246794,0.0001125467,0.0001405317,0.0009666901,0.0001920801,0.0002801359,0.0002801557,0.0007186595,0.00000274987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008414944,"about_ca_system_score_gemma":0.00001562185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749947,"about_ca_topic_score_gemma":0.06811191,"domain_scores_codex":[0.9972658,0.0004948953,0.0006077818,0.0005165408,0.0004817788,0.0006332424],"domain_scores_gemma":[0.998826,0.0004089291,0.0003011808,0.0001364397,0.00010736,0.0002201248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133659,0.0003758018,0.9050474,0.00004576648,0.0001283901,0.00001763348,0.07137094,6.534611e-7,0.0002708598,0.003087905,0.003581576,0.0159394],"study_design_scores_gemma":[0.0005599007,0.0009170622,0.9550039,0.00008872407,0.00002834598,0.00001203612,0.03206877,0.000001780235,0.0006784907,0.00362388,0.006652956,0.0003641491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950354,0.001629022,1.246744e-7,0.001197618,0.0001673928,0.001159669,0.0002144059,0.00004635805,0.0005500806],"genre_scores_gemma":[0.9987513,0.000252415,0.000007079339,0.0003467762,0.0003057517,0.0001314423,0.0001954193,0.000002335622,0.000007408689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06636196,"threshold_uncertainty_score":0.9488926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849202143945249,"score_gpt":0.218022460975689,"score_spread":0.1895304395362366,"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."}}