{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008053255,0.0001877072,0.0001350739,0.0006708548,0.001236307,0.001537748,0.0002354834,0.0005422573,0.007347673],"category_scores_gemma":[0.007992497,0.0001348795,0.0002454886,0.0007026393,0.0005801625,0.0005381867,0.0009032001,0.000510543,0.0006301407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009970161,"about_ca_system_score_gemma":0.001035361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072966,"about_ca_topic_score_gemma":0.05063784,"domain_scores_codex":[0.9989604,0.0003241162,0.00009891766,0.00008688665,0.0002818773,0.0002477681],"domain_scores_gemma":[0.9958282,0.001221487,0.001530059,0.0001387689,0.0006357124,0.000645761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001356193,0.0001375921,0.9407004,0.0001648466,0.00003565306,0.0008688355,0.01571386,0.0003066926,0.00138815,0.0003690092,0.00264442,0.03753502],"study_design_scores_gemma":[0.000004061805,0.0001092935,0.9586324,0.00007493525,0.00002021415,0.0002267939,0.03370197,0.0001581056,0.0003323233,0.0001863118,0.006523096,0.00003050636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924027,0.0002254328,0.0001486721,0.0006280266,0.00002534061,0.00002211808,0.00008051126,0.000005527364,0.0064617],"genre_scores_gemma":[0.998896,0.0001602563,0.0001024454,0.0000487168,0.00000587975,0.000006276536,0.00003081612,0.000002198094,0.0007474676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072966,"threshold_uncertainty_score":0.04121798,"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."}}