{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000895241,0.0001323309,0.0001091481,0.0005698403,0.001334265,0.001227022,0.0001825369,0.000347271,0.003121931],"category_scores_gemma":[0.001155872,0.0001289867,0.0001314225,0.0005953548,0.001198158,0.0007086695,0.0009214806,0.0005994278,0.0001912024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009340054,"about_ca_system_score_gemma":0.0008891989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620454,"about_ca_topic_score_gemma":0.03334333,"domain_scores_codex":[0.9995883,0.0001604808,0.00002315774,0.00002078109,0.00007981749,0.0001274507],"domain_scores_gemma":[0.999102,0.0002315245,0.0003153285,0.00002569317,0.0001196409,0.0002057121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007129018,0.0002699649,0.4998639,0.0001603537,0.00001712053,0.001269046,0.4721733,0.0001075528,0.003068882,0.002001381,0.0009824848,0.02001465],"study_design_scores_gemma":[0.000001705213,0.0000746987,0.2148287,0.00005946492,0.000006550665,0.0002075053,0.7806759,0.0001405085,0.000278278,0.0001086179,0.003607592,0.00001036867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979971,0.00003484426,0.00002305273,0.0001866551,0.00000246963,0.00000254396,0.000005502101,8.996576e-7,0.001746892],"genre_scores_gemma":[0.9992831,0.00008127197,0.00001789867,0.00004784796,0.000001572942,0.000002714388,0.000009604893,6.495906e-7,0.0005554035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01620454,"threshold_uncertainty_score":0.03222042,"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."}}