{"id":"W2558850584","doi":"10.1080/1533015x.2016.1241166","title":"Developing interventions to change recycling behaviors: A case study of applying behavioral science","year":2016,"lang":"en","type":"article","venue":"Applied Environmental Education & Communication","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University College London","keywords":"Psychological intervention; Context (archaeology); Intervention (counseling); Psychology; Behavior change; Applied psychology; Social psychology","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":[0.02878209,0.001319888,0.001305826,0.002360245,0.008250151,0.00291164,0.003738127,0.00544322,0.002926917],"category_scores_gemma":[0.03641248,0.001116412,0.001792005,0.002499291,0.00391268,0.002893175,0.005764719,0.003816466,0.000609046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00464629,"about_ca_system_score_gemma":0.008121908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006268806,"about_ca_topic_score_gemma":0.01406764,"domain_scores_codex":[0.9620044,0.03200402,0.0007787435,0.0008976143,0.001812723,0.002502445],"domain_scores_gemma":[0.9770647,0.01710994,0.001149976,0.001802399,0.001295771,0.001577178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001391148,0.08089561,0.03242172,0.003254804,0.0003562346,0.01702169,0.4127271,0.008108521,0.007693126,0.01348417,0.003443843,0.4192019],"study_design_scores_gemma":[0.004449995,0.05181523,0.05595133,0.004215526,0.001132307,0.01582424,0.6564664,0.03453627,0.04405428,0.02081674,0.1100523,0.0006852733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766668,0.000388707,0.01037259,0.001908853,0.00003913656,0.002446067,0.00005888203,0.00008774902,0.008031148],"genre_scores_gemma":[0.9220383,0.001470889,0.06816357,0.001036762,0.00002697609,0.003564375,0.00007861483,0.0000966955,0.003524054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02878209,"threshold_uncertainty_score":0.152216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07576682086053353,"score_gpt":0.3789168762026125,"score_spread":0.303150055342079,"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."}}