{"id":"W3176057548","doi":"10.1080/03066150.2021.1923010","title":"The ties that bind? Agroecology and the agrarian question in the twenty-first century","year":2021,"lang":"en","type":"article","venue":"The Journal of Peasant Studies","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Agrarian society; Agroecology; Productivity; Agriculture; Agrarian system; Peasant; Economic system; Political science; Political economy; Economics; Geography; Economic growth; Law","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":[0.00214752,0.0001368045,0.0002368046,0.000007097732,0.001168982,0.00009527556,0.0004091819,0.00004186065,0.00001191039],"category_scores_gemma":[0.0002841113,0.00002071624,0.00008715645,0.0002109319,0.0003548255,0.00008077573,0.0001903724,0.0002962004,0.000004215705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003357513,"about_ca_system_score_gemma":0.00001286994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005715092,"about_ca_topic_score_gemma":0.005092522,"domain_scores_codex":[0.9982054,0.0008546494,0.000306422,0.00009093363,0.0003169454,0.0002257125],"domain_scores_gemma":[0.997403,0.002079592,0.0002761729,0.00005805858,0.0001557657,0.00002742258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003016435,0.001131336,0.2582666,0.0001261387,0.003419843,0.0004881575,0.1807221,0.0001473867,0.002149621,0.09922316,0.2829808,0.1683284],"study_design_scores_gemma":[0.0004683948,0.0001208794,0.8483166,0.00006971636,0.00009487338,0.0003203524,0.07442103,0.000002353033,0.0000995403,0.009919398,0.06606188,0.0001049768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064989,0.02531999,3.645092e-7,0.06733999,0.0004499464,0.0001361382,0.000003415051,0.000005014795,0.0002462328],"genre_scores_gemma":[0.9412103,0.05742344,0.00000583454,0.0007614392,0.0002843357,0.000008328876,0.000002188031,5.141414e-7,0.0003036284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.59005,"threshold_uncertainty_score":0.8990983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472951052459431,"score_gpt":0.2398460165015791,"score_spread":0.2151165059769848,"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."}}