{"id":"W4413545011","doi":"10.64628/aam.wxdc3a7du","title":"5 ways to shift consumers towards sustainable behaviour","year":2019,"lang":"en","type":"article","venue":"","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Advertising","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":[0.003393771,0.0004016778,0.0001668458,0.0007572027,0.00238766,0.006384529,0.001164124,0.005266595,0.04199992],"category_scores_gemma":[0.003725048,0.0002545859,0.0007558949,0.0005886671,0.003855146,0.00529417,0.00381627,0.002830499,0.004205995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003412808,"about_ca_system_score_gemma":0.00649923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133833,"about_ca_topic_score_gemma":0.03375443,"domain_scores_codex":[0.9972717,0.001531859,0.00005438508,0.0001560927,0.0006004546,0.0003855081],"domain_scores_gemma":[0.9978755,0.000625249,0.0001589905,0.0002632347,0.000526855,0.0005501735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00015604,0.001551207,0.009295003,0.0008816251,0.00008815359,0.0003116863,0.01945502,0.0006589884,0.00152162,0.5456311,0.1666605,0.2537891],"study_design_scores_gemma":[0.0001052447,0.0002117793,0.01147198,0.001404691,0.0000954362,0.0001505569,0.03640016,0.000834431,0.001727406,0.2273184,0.7202022,0.0000775876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05266283,0.003427663,0.01181678,0.2425571,0.00206043,0.0001549494,0.0001967022,0.0002821084,0.6868415],"genre_scores_gemma":[0.6632373,0.004052292,0.0271864,0.04677995,0.0003531095,0.0003584824,0.0002853009,0.00009869669,0.2576485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04199992,"threshold_uncertainty_score":0.1405037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006987531437167955,"score_gpt":0.2376992401793956,"score_spread":0.2307117087422277,"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."}}