{"id":"W2120054506","doi":"10.1093/cdj/bsp024","title":"Subaltern strategies and autonomous community building: a critical analysis of the network organization of sustainable agriculture initiatives in Andhra Pradesh","year":2009,"lang":"en","type":"article","venue":"Community Development Journal","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Subaltern; Commodification; Subsistence agriculture; Peasant; Hegemony; Politics; Sociology; Globalization; Agriculture; Economic growth; Political economy; Political science; Social science; Economy; Ecology; Economics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00125009,0.0001901113,0.0004088962,0.00004827742,0.001303611,0.0001686135,0.0006176814,0.0001225082,0.0000342544],"category_scores_gemma":[0.0003227774,0.00006779948,0.00007219096,0.002228624,0.0001290089,0.0004577579,0.000293829,0.0009571928,1.926499e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195784,"about_ca_system_score_gemma":0.0001068118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454798,"about_ca_topic_score_gemma":0.001097445,"domain_scores_codex":[0.9975272,0.001176778,0.0005927332,0.00009559478,0.0002788439,0.0003288054],"domain_scores_gemma":[0.9985023,0.0004833173,0.0003350187,0.00009882843,0.0004877745,0.00009272526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005535339,0.001264102,0.9319345,0.00008426447,0.0004826741,0.00001282554,0.02704141,0.001336404,0.006421062,0.02480483,0.0003911415,0.006171443],"study_design_scores_gemma":[0.000147448,0.0001034549,0.9665664,0.00009505999,0.00007601707,0.00002092661,0.02646401,0.00001154023,0.001428829,0.00476625,0.0001641524,0.0001558435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998899,0.0001632567,0.00005654416,0.0004091028,0.00003397537,0.0001637908,0.000004186267,0.00001606733,0.0002540691],"genre_scores_gemma":[0.9989446,0.0000716716,0.0007733006,0.0001087713,0.00002839285,0.000002309191,0.00004553559,0.000001004597,0.00002444548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03463199,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896650991596202,"score_gpt":0.2485733177301414,"score_spread":0.2296068078141794,"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."}}