{"id":"W4200583843","doi":"10.1016/j.geoforum.2021.12.015","title":"Cambodia’s resilience agenda: Understanding how local institutions and actors accept, contest and accommodate an externally driven approach","year":2021,"lang":"en","type":"article","venue":"Geoforum","topic":"Cambodian History and Society","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"International Development Research Centre","keywords":"CONTEST; Operationalization; Resilience (materials science); Context (archaeology); Urban resilience; Psychological resilience; Political science; Relevance (law); Sociology; Economic growth; Public relations; Environmental planning; Urban planning; Economics; Engineering; Geography; Civil engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005929333,0.0001296831,0.0001790086,0.00004259753,0.002615424,0.0003069633,0.0001772209,0.0001375457,0.0000445483],"category_scores_gemma":[0.0001002222,0.0001385742,0.00005458081,0.0002031839,0.001335241,0.0008142985,0.0002089702,0.0002129284,0.000002744735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269047,"about_ca_system_score_gemma":0.0004629791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927494,"about_ca_topic_score_gemma":0.008118276,"domain_scores_codex":[0.9984024,0.000178638,0.0001202586,0.0003752026,0.0002422877,0.0006812624],"domain_scores_gemma":[0.9993506,0.00007118125,0.00006153486,0.0001945487,0.00005434563,0.0002678098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003370344,0.0002264314,0.08765928,0.00008532967,0.0000804407,0.0001436406,0.08575752,0.0001686458,0.001103476,0.809363,0.007430195,0.007948304],"study_design_scores_gemma":[0.001898373,0.0001753947,0.06699324,0.000141885,0.0001342181,0.0001064298,0.666729,0.001598497,0.0001414954,0.005744,0.2549617,0.001375836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440049,0.001274173,0.08641142,0.005861611,0.0006825337,0.000437363,0.00008872952,0.0001912106,0.06104805],"genre_scores_gemma":[0.9967209,0.0003446258,0.0006052307,0.0004104011,0.0001044053,0.000008278703,0.00001794851,0.000008776115,0.001779424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.803619,"threshold_uncertainty_score":0.998683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122898084214134,"score_gpt":0.3194710563726944,"score_spread":0.1965729721585603,"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."}}