{"id":"W2900211116","doi":"10.36479/jhe.v6i2.125","title":"Perspectives of solid waste management in rural Cambodia","year":2019,"lang":"en","type":"article","venue":"Journal of Humanitarian Engineering","topic":"Cambodian History and Society","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centralisation; Environmental planning; Municipal solid waste; Business; Solid waste management; Waste management; Quarter (Canadian coin); Geography; Engineering; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005419701,0.00006726831,0.0001946085,0.000183516,0.00004881166,0.00001292995,0.0001799894,0.00004407755,0.000133615],"category_scores_gemma":[0.00002983832,0.000071837,0.0001259874,0.0001310968,0.00005848912,0.0002382907,0.00001794994,0.0001885812,0.000006867688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139416,"about_ca_system_score_gemma":0.00004755095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009821906,"about_ca_topic_score_gemma":0.000138925,"domain_scores_codex":[0.999234,0.0000302663,0.0002688621,0.00005685762,0.0002421202,0.0001679244],"domain_scores_gemma":[0.9996374,0.00003409562,0.0001309567,0.00007699233,0.00006622095,0.00005434827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006758656,0.0002371242,0.006670939,0.0002109507,0.0003290986,0.0001508783,0.5556725,0.02361699,0.002832738,0.4079226,0.001305976,0.0009826741],"study_design_scores_gemma":[0.001983361,0.0002533724,0.02310623,0.0005099637,0.00007776316,0.00001496981,0.9500769,0.0006827035,0.0001771682,0.0009815251,0.02167453,0.00046145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881952,0.0006159777,0.0001040084,0.00008746719,0.0005857402,0.00009999898,0.00000145838,0.000008007411,0.01030214],"genre_scores_gemma":[0.9985235,0.0001129781,0.0004915958,0.000008456306,0.0002183487,6.965596e-7,1.498677e-7,0.000008151463,0.000636103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4069411,"threshold_uncertainty_score":0.2929428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007267386711070745,"score_gpt":0.2372478498666803,"score_spread":0.2299804631556095,"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."}}