{"id":"W4389168119","doi":"10.1007/s44206-023-00078-8","title":"From Seller Screens to Buyer Screens: Toward a Smart Digital Receipt Solution for Sustainability and Greenhouse Gas Mitigation by Million Tons","year":2023,"lang":"en","type":"article","venue":"Digital Society","topic":"Green IT and Sustainability","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Receipt; Purchasing; Greenhouse gas; Product (mathematics); Warranty; Business; Sustainability; Greenhouse; Environmental economics; Computer science; Marketing; Accounting","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":[0.0007481096,0.0004944024,0.0002974306,0.0004220752,0.0006647225,0.003105121,0.001086854,0.001157019,0.04102032],"category_scores_gemma":[0.001466416,0.0003411098,0.0003364495,0.0004786836,0.000529694,0.004884328,0.002307469,0.001307134,0.01121569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959453,"about_ca_system_score_gemma":0.000629114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074983,"about_ca_topic_score_gemma":0.001880922,"domain_scores_codex":[0.9994013,0.0001104362,0.00002053132,0.00008098739,0.0003081465,0.00007862844],"domain_scores_gemma":[0.9992738,0.0001309433,0.00004633857,0.0001666332,0.0002634936,0.0001187555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001427221,0.001323092,0.003037982,0.0005389678,0.0000615297,0.0007707711,0.001291153,0.002614138,0.1286929,0.09569278,0.1228535,0.6416959],"study_design_scores_gemma":[0.0002435721,0.001250627,0.003559419,0.0003305464,0.0001924777,0.001059593,0.003082755,0.05175914,0.2103256,0.04415435,0.683861,0.0001809151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1861196,0.001880116,0.4049944,0.01272072,0.002308638,0.0007495722,0.001077363,0.01414969,0.3759999],"genre_scores_gemma":[0.5970771,0.001253027,0.1089093,0.003134087,0.0002763448,0.0001802535,0.0006035771,0.001282643,0.2872837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04102032,"threshold_uncertainty_score":0.1372267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049698355372482,"score_gpt":0.2260871822131412,"score_spread":0.2155901986594164,"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."}}