{"id":"W4380767130","doi":"10.38126/jspg220202","title":"Closing the Intention-Action Gap: Behaviorally-Aligned Strategies for Effective Plastic Pollution Reduction","year":2023,"lang":"en","type":"article","venue":"Journal of Science Policy & Governance","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada","funders":"","keywords":"Plastic pollution; Closing (real estate); Pollution; Action (physics); Business; Environmental planning; Environmental resource management; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01165382,0.0008145762,0.0005350709,0.001944586,0.00350341,0.008091697,0.001435015,0.004777111,0.005777899],"category_scores_gemma":[0.01399179,0.0004055572,0.0006507169,0.001341854,0.0060085,0.00710811,0.005421125,0.005829655,0.0008697101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006952626,"about_ca_system_score_gemma":0.02781352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041736,"about_ca_topic_score_gemma":0.02174835,"domain_scores_codex":[0.9920076,0.004996497,0.0002962548,0.000467574,0.001190668,0.001041308],"domain_scores_gemma":[0.9906487,0.00536071,0.001003418,0.0003342621,0.001293783,0.001359129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007367474,0.001066444,0.01123434,0.003204433,0.00007408649,0.0003547222,0.01831277,0.003036685,0.002311456,0.7242443,0.0266554,0.2094317],"study_design_scores_gemma":[0.00007496894,0.0003779345,0.01741382,0.007799779,0.0001019414,0.0002136758,0.04481782,0.003672349,0.002182996,0.5731926,0.3500345,0.0001176533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04044985,0.02149716,0.1173096,0.6133439,0.002001341,0.001009122,0.0003400822,0.000338893,0.20371],"genre_scores_gemma":[0.7734897,0.03373731,0.1153458,0.05750802,0.0008239272,0.002810379,0.0004319711,0.0001109914,0.01574191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01165382,"threshold_uncertainty_score":0.06163204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354900984862371,"score_gpt":0.3397161472603235,"score_spread":0.3161671374116998,"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."}}