{"id":"W4253203187","doi":"10.32920/ryerson.14655036","title":"Communicating Returnable Packaging Through Product Labelling","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Consumer Packaging Perceptions and Trends","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Toronto Metropolitan University","funders":"","keywords":"Product (mathematics); Business; Marketing; Packaging and labeling; Sustainability; Population; Bottle; Advertising; Process (computing); Willingness to pay; Economics; Computer science; Engineering; Sociology; Microeconomics","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":[0.007302557,0.0004590958,0.0002347252,0.0007337543,0.0006828203,0.00248754,0.0005039063,0.001486026,0.007892163],"category_scores_gemma":[0.02278386,0.0001983942,0.000271219,0.0004924562,0.001403223,0.004134431,0.001602245,0.001093,0.001929375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005632175,"about_ca_system_score_gemma":0.0007071815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005463327,"about_ca_topic_score_gemma":0.0005266824,"domain_scores_codex":[0.9923051,0.005082568,0.0002728736,0.0002674416,0.001788343,0.0002836784],"domain_scores_gemma":[0.977222,0.01618338,0.003303836,0.001392953,0.001567203,0.0003304898],"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":[0.0009594147,0.002078682,0.04947894,0.005357272,0.0001155952,0.001082712,0.1453847,0.0009696101,0.04554761,0.0372584,0.01508039,0.6966867],"study_design_scores_gemma":[0.0003231305,0.006456893,0.1208038,0.006545836,0.0006015289,0.003390869,0.1189571,0.007071155,0.07083822,0.03974292,0.6247008,0.0005677678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7636377,0.002540644,0.05768902,0.01122188,0.0005898618,0.0006582945,0.0002112782,0.0006923755,0.162759],"genre_scores_gemma":[0.9521697,0.001877705,0.03039599,0.001604805,0.00023571,0.0002765661,0.0001288329,0.0001112772,0.01319931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007892163,"threshold_uncertainty_score":0.03862005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05632576089873538,"score_gpt":0.2770174132533484,"score_spread":0.2206916523546131,"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."}}