{"id":"W2342907215","doi":"","title":"Driving in the wrong lane: towards a longer life-span of cars","year":2015,"lang":"en","type":"book-chapter","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Technology Assessment and Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research Councils UK; Trent University; Nottingham Trent University","keywords":"Longevity; Context (archaeology); Product (mathematics); Automotive industry; Life span; Product design; Engineering; Product lifecycle; Order (exchange); Sustainable consumption; New product development; Risk analysis (engineering); Marketing; Business; Production (economics); Economics; Geography","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":[0.0006853999,0.0002820682,0.0001827468,0.0005228247,0.001375057,0.003317503,0.0008321195,0.001108385,0.009735682],"category_scores_gemma":[0.001008728,0.000171758,0.0002551064,0.0004278606,0.001761974,0.004547908,0.00154574,0.001710035,0.002441277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080443,"about_ca_system_score_gemma":0.001356649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904174,"about_ca_topic_score_gemma":0.006345439,"domain_scores_codex":[0.9996322,0.00008894855,0.00001445678,0.00007745345,0.0001346791,0.00005228232],"domain_scores_gemma":[0.9996318,0.0001149268,0.00002947697,0.00003916966,0.0001302386,0.00005443679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008486251,0.000132646,0.003397514,0.0007357975,0.00001538981,0.0003513372,0.03886794,0.001791119,0.004026846,0.4821038,0.07555425,0.3929385],"study_design_scores_gemma":[0.000005076618,0.0001386554,0.004286053,0.0005978341,0.00001801327,0.0005584259,0.008309059,0.0009512878,0.001823336,0.05757469,0.9257068,0.00003069735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08461265,0.04766212,0.033032,0.01860492,0.001719205,0.00006962271,0.0002376762,0.0004281908,0.8136337],"genre_scores_gemma":[0.5992767,0.02377502,0.01972468,0.004064537,0.0005207352,0.0001252291,0.0003523506,0.0004015132,0.3517593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009735682,"threshold_uncertainty_score":0.03256905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617771932049401,"score_gpt":0.2011779237906359,"score_spread":0.1850002044701419,"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."}}