{"id":"W7054659872","doi":"","title":"Aid and trade in water and electricity in tsunami-affected countries: India, Indonesia, Sri Lanka, Thailand","year":2005,"lang":"en","type":"book","venue":"Greenwich Academic Literature Archive (University of Greenwich)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electricity; Multinational corporation; Compensation (psychology); China; Sri lanka; Developing country; Electricity retailing; Electricity generation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005030571,0.0006390833,0.00116744,0.001082236,0.0001808009,0.00005013176,0.0006834709,0.0007796826,0.0000987363],"category_scores_gemma":[0.000006344571,0.0006365001,0.0001671322,0.0003992943,0.000638716,0.0005677482,0.0005011769,0.003955113,0.00001455083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324995,"about_ca_system_score_gemma":0.0004649369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006523701,"about_ca_topic_score_gemma":0.0002887917,"domain_scores_codex":[0.9968993,0.000325368,0.0004605101,0.0009432586,0.0004821776,0.0008893927],"domain_scores_gemma":[0.9986421,0.000352992,0.0002793205,0.0003765474,0.00005745926,0.0002915631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002098248,0.0005154019,0.6852659,0.001805635,0.001317407,0.0006702354,0.1722712,0.0000227295,0.001711471,0.04083217,0.01610312,0.07738646],"study_design_scores_gemma":[0.04069653,0.001043678,0.4470901,0.01008053,0.001085845,0.0001914928,0.01282853,0.01846059,0.0005580657,0.2148321,0.2445305,0.008602026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192559,0.004476815,0.001102056,0.001066045,0.00007022122,0.002033096,0.002301211,0.00007442407,0.06962028],"genre_scores_gemma":[0.9800731,0.00139419,0.0001419993,0.0001684456,0.0004035049,0.000004380229,0.002127348,0.0000687977,0.01561825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2381758,"threshold_uncertainty_score":0.9996086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004473718238004654,"score_gpt":0.1985269279559456,"score_spread":0.194053209717941,"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."}}