{"id":"W2754929876","doi":"10.1111/joac.12217","title":"Gender Challenges, Volume 1: Agriculture, Technology, and Food SecurityBinaAgarwalNew Delhi: Oxford University Press. 2016. Pp. 400 + xxiii. US$235/Rs. 6,595 (three‐volume set, pb). ISBN: 978‐0‐19‐809982‐6Gender Challenges, Volume 2: Property, Family, and the StateBinaAgarwalNew Delhi: Oxford University Press. 2016. Pp. 456 + xix. US$235/Rs. 6,595 (three‐volume set, pb). ISBN: 978‐0‐19‐809983‐3Gender Challenges, Volume 3: Environmental Change and Collective ActionBinaAgarwalNew Delhi: Oxford University Press. 2016. Pp. 426 + xxi. US$235/Rs. 6,595 (three‐volume set, pb). ISBN: 978‐0‐19‐809984‐0","year":2017,"lang":"en","type":"article","venue":"Journal of Agrarian Change","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"New delhi; Library science; Political science; Media studies; History; Sociology; Computer science; Archaeology","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.003036649,0.004352294,0.004660245,0.0007213501,0.007050814,0.001335201,0.005815049,0.004417823,0.0006011548],"category_scores_gemma":[0.0002593537,0.002658765,0.001640578,0.001554576,0.003812354,0.007042864,0.006117086,0.005163488,0.00008138119],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003891332,"about_ca_system_score_gemma":0.001089288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009794776,"about_ca_topic_score_gemma":0.01264127,"domain_scores_codex":[0.9814126,0.002153958,0.002782067,0.005260548,0.003529998,0.004860795],"domain_scores_gemma":[0.9868915,0.0004636289,0.004963092,0.002224985,0.001565316,0.003891477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009655321,0.004839144,0.05262003,0.002546611,0.0104693,0.003438362,0.01305929,0.00008095273,0.0006745267,0.005299759,0.7950824,0.1022343],"study_design_scores_gemma":[0.008961953,0.003027122,0.2216529,0.0006224174,0.001769139,0.00119903,0.01057412,0.0009378915,0.00005384588,0.001227428,0.7461651,0.003809064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3982158,0.4622141,0.0007592628,0.07883566,0.005154009,0.02272863,0.01408908,0.002146331,0.01585714],"genre_scores_gemma":[0.1869123,0.7550092,0.001584101,0.00104161,0.003588328,0.0002572507,0.001234398,0.0002728618,0.05009997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2927951,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06549114490818783,"score_gpt":0.2084733541565697,"score_spread":0.1429822092483819,"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."}}