{"id":"W4378907877","doi":"10.59100/2023.20.1.11-19","title":"THE ONE MILLION TUMBLER MOVEMENT: STATE CIVIL SERVANTS’ PERCEPTION ON TUMBLER USE AND PLASTIC WASTE REDUCTION","year":2023,"lang":"en","type":"article","venue":"Jurnal Analisis Kebijakan Kehutanan","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Civil servants; Government (linguistics); Engineering; Public relations; Civil engineering; Political science; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006817898,0.0002624078,0.0002036708,0.0001759255,0.0008555129,0.0003763895,0.0002441278,0.00006468457,0.000433237],"category_scores_gemma":[0.00005512467,0.0001898182,0.0001010476,0.0008227375,0.0001816287,0.0005835918,0.0002711437,0.0002561586,0.0005019588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855476,"about_ca_system_score_gemma":0.000005833065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110609,"about_ca_topic_score_gemma":0.0008575675,"domain_scores_codex":[0.9975883,0.000142521,0.0004216729,0.0005274997,0.0007704922,0.0005495272],"domain_scores_gemma":[0.9991488,0.0001347791,0.0001911905,0.0003275913,0.00002033408,0.0001773077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001403982,0.0007909131,0.2780785,0.0002378761,0.0009015518,0.0002193448,0.006558399,0.1678719,0.2066163,0.0009394279,0.1007499,0.2356319],"study_design_scores_gemma":[0.0009281223,0.0003475977,0.9500477,0.0002525431,0.0001408294,0.00001064943,0.003227997,0.02982972,0.0009962484,0.001576273,0.01201057,0.0006317568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958078,0.00002233484,0.00006682004,0.001318935,0.0005170603,0.0002725729,0.00001175916,0.00009861308,0.001884154],"genre_scores_gemma":[0.991961,0.001154878,0.00004196543,0.0002464206,0.0002064389,0.00001634077,0.00002308353,0.00003833628,0.006311556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6719692,"threshold_uncertainty_score":0.774056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464911994146132,"score_gpt":0.2228661797624377,"score_spread":0.1982170598209764,"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."}}