{"id":"W4323340253","doi":"10.1039/d2va00248e","title":"People, plastic, and behaviour change – a comment on drivers of plastic pollution, barriers to change and targeted behaviour change interventions","year":2023,"lang":"en","type":"article","venue":"Environmental Science Advances","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"H2020 Marie Skłodowska-Curie Actions; Natural Environment Research Council; Leverhulme Trust; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; European Commission; UK Research and Innovation","keywords":"Behaviour change; Psychological intervention; Plastic pollution; Psychology; Pollution; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03006996,0.001739285,0.002667613,0.00185973,0.008907926,0.007434039,0.01004379,0.05577224,0.01365371],"category_scores_gemma":[0.1029508,0.001401624,0.004534242,0.003307571,0.01528358,0.02136725,0.007930585,0.07825503,0.005632179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007916458,"about_ca_system_score_gemma":0.01755194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07216747,"about_ca_topic_score_gemma":0.06939378,"domain_scores_codex":[0.9777996,0.007957838,0.002364629,0.003470075,0.006998845,0.001409043],"domain_scores_gemma":[0.8209945,0.1495477,0.004330313,0.004003875,0.01628653,0.004837168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004569945,0.00002277001,0.0009604545,0.0004248554,0.00005087015,0.0001534421,0.001195521,0.00005435065,0.00004733961,0.009366497,0.9811195,0.006558735],"study_design_scores_gemma":[0.0001579434,0.0001388063,0.004728109,0.004338413,0.000204967,0.0006482623,0.006602694,0.0002933456,0.0002849666,0.02142493,0.9609911,0.0001864855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000111715,0.002944783,0.00006292407,0.9866869,0.009561189,0.000004904466,0.00006340048,0.000007611458,0.0005565094],"genre_scores_gemma":[0.002406551,0.003834848,0.0001475684,0.9702051,0.02136881,0.00005398732,0.00004390029,0.00002732901,0.001911863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07216747,"threshold_uncertainty_score":0.159027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060893919742234,"score_gpt":0.2796697982650483,"score_spread":0.259060859067626,"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."}}