{"id":"W4381280461","doi":"10.1080/02255189.2023.2212894","title":"Assessment of livelihood sustainability during Urban Development-Induced Rural Displacement and Resettlement (UDIRDR): a literature review","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Rural development; Political science; Sustainable development; Sustainability; Geography; Agriculture; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0070036,0.001423834,0.004121689,0.001636876,0.00185426,0.0002204007,0.001453321,0.0004149083,0.0001836325],"category_scores_gemma":[0.001604442,0.001330498,0.000603067,0.001872857,0.0005907606,0.0004546181,0.0005931262,0.001111111,0.00001287907],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03400222,"about_ca_system_score_gemma":0.02509643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553049,"about_ca_topic_score_gemma":0.2781931,"domain_scores_codex":[0.9898856,0.00100252,0.004478187,0.001026616,0.001054708,0.002552343],"domain_scores_gemma":[0.9913791,0.0003676953,0.003318062,0.0007043391,0.00127976,0.002951038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006775038,0.0008768218,0.01670556,0.3854316,0.02276047,0.005622065,0.1868759,0.00001229013,0.00000947567,0.006670534,0.01233076,0.3626367],"study_design_scores_gemma":[0.0009847655,0.0002788616,0.004800303,0.1424535,0.001280329,0.0001231431,0.01943059,4.239861e-7,0.000006919747,0.00003985775,0.8291729,0.001428371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02241716,0.9690245,0.000009873834,0.002405861,0.001221483,0.004521511,0.0001169155,0.00003409588,0.0002485394],"genre_scores_gemma":[0.009473613,0.9873859,0.001163355,0.0001512708,0.0002992456,0.0004871506,0.0001762436,0.0001655977,0.0006975677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8168422,"threshold_uncertainty_score":0.9998512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0622416807054535,"score_gpt":0.4062327119989292,"score_spread":0.3439910312934757,"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."}}