{"id":"W4323354493","doi":"10.1016/j.resconrec.2023.106942","title":"Using behavioral interventions to reduce single-use produce bags","year":2023,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Environment and Climate Change Canada; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Plastic bag; Psychological intervention; Intervention (counseling); Normative; Incentive; Punishment (psychology); Business; Psychology; Computer security; Internet privacy; Computer science; Social psychology; Engineering; Economics; Waste management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00037964,0.0001051664,0.0001019171,0.00008465553,0.000290235,0.00009565926,0.00009087319,0.00005063454,0.0003021917],"category_scores_gemma":[0.0002086284,0.0001051535,0.00005590815,0.0004969322,0.0001379336,0.0003328321,0.0001834799,0.00009177281,0.0001140268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781817,"about_ca_system_score_gemma":0.000007092411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006721391,"about_ca_topic_score_gemma":0.00009151413,"domain_scores_codex":[0.9989051,0.00008839654,0.0002678654,0.0003478604,0.0001782812,0.0002125372],"domain_scores_gemma":[0.9995092,0.00006367145,0.00007039229,0.0002029403,0.0000102238,0.0001435734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004446854,0.0003766285,0.8461539,0.00008739877,0.000008372782,0.000006131879,0.007403926,0.003505154,0.1116839,0.00005255995,0.002808916,0.02786864],"study_design_scores_gemma":[0.0002364721,0.00007978994,0.9306341,0.0001033414,0.00002678199,0.000009721331,0.004973894,0.002835184,0.002445466,0.0001434685,0.05823193,0.00027983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954357,0.00001496989,0.0002005603,0.003512719,0.0001270933,0.0003156819,0.000003113212,0.0001020354,0.000288121],"genre_scores_gemma":[0.9916336,0.000009914664,0.002972502,0.0006152124,0.00003338405,0.00002030433,0.00001279796,0.00001526361,0.004687054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092384,"threshold_uncertainty_score":0.4288036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367514245120363,"score_gpt":0.3620285992128896,"score_spread":0.2252771747008533,"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."}}