{"id":"W2913237477","doi":"10.3390/su11030870","title":"Factors Influencing Upcycling for UK Makers","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Research Councils UK; De Montfort University; Trent University; Nottingham Trent University","keywords":"Theory of planned behavior; Greenhouse gas; Interpersonal communication; Marketing; Business; Psychology; Social psychology; Control (management); Economics; Management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008258558,0.000343728,0.0003727001,0.0001953518,0.0002738139,0.0002424606,0.0003968179,0.0001475572,0.0005339792],"category_scores_gemma":[0.001846732,0.0003162835,0.0002341524,0.0004864528,0.0001739251,0.001258165,0.0003833552,0.0001885255,0.00007709042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568119,"about_ca_system_score_gemma":0.0001168377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008007035,"about_ca_topic_score_gemma":0.00003974667,"domain_scores_codex":[0.9977556,0.00001627816,0.0004559594,0.0006859005,0.0003261429,0.0007600865],"domain_scores_gemma":[0.9981652,0.0002236588,0.0002252122,0.0007393552,0.0006196474,0.00002695919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000725596,0.00008611801,0.9864882,0.001690327,0.00001585103,0.000001574087,0.0001585838,0.00128762,0.00009747893,0.00868131,0.0001807242,0.001239656],"study_design_scores_gemma":[0.0007864874,0.00002148751,0.9158744,0.00001973782,0.00004541516,2.879802e-7,0.006251939,0.0009034972,0.0001158133,0.04528498,0.03018491,0.0005110904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941626,0.0000235552,0.000448504,0.001252901,0.0004876499,0.002416358,0.000004208657,0.0002085874,0.0009956403],"genre_scores_gemma":[0.9980581,4.18438e-7,0.000114901,0.0007142113,0.0003136351,0.0001096792,0.00004174332,0.00005081239,0.0005964981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07061384,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271240284198305,"score_gpt":0.2403769003374485,"score_spread":0.2276644974954655,"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."}}