{"id":"W4403401694","doi":"10.1007/978-3-031-70618-9_7","title":"Case Study 4: Sri Lanka","year":2024,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Sri lanka; Geography; Ancient history; History; South asia","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00107009,0.0005218331,0.0004674038,0.0005238407,0.001429945,0.0006454075,0.0004560324,0.0003233232,0.002962362],"category_scores_gemma":[0.00008541812,0.000521069,0.0001191701,0.0001546898,0.0002490074,0.0005322375,0.0004521246,0.0004351103,0.00130388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124667,"about_ca_system_score_gemma":0.002817507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008454857,"about_ca_topic_score_gemma":0.003531233,"domain_scores_codex":[0.9968199,0.00004512528,0.0006306365,0.0006586849,0.001055094,0.0007906319],"domain_scores_gemma":[0.9985861,0.00008087064,0.0001869825,0.0002379375,0.0007258849,0.0001822185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002012437,0.00004208073,0.0001110546,0.0001803601,0.0003270285,0.05102561,0.1248255,8.257584e-7,1.947751e-7,0.8172938,0.005486649,0.000686753],"study_design_scores_gemma":[0.0001179047,0.0000444304,0.00001401232,0.00009668439,0.00004595733,0.0001679561,0.2014152,1.066698e-7,0.000009500919,0.04706765,0.75047,0.0005506386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007589534,0.0005565684,0.000002251908,0.0009856467,0.001032226,0.001281058,0.00001091523,0.0003645907,0.9881772],"genre_scores_gemma":[0.07477737,0.0001585374,0.0003057444,0.0001021005,0.0004491301,0.0001340571,0.00006439525,0.00007036349,0.9239383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7702262,"threshold_uncertainty_score":0.9998701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163450371972028,"score_gpt":0.2848960838752614,"score_spread":0.2632615801555411,"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."}}