{"id":"W7132794240","doi":"","title":"BYD: Dream or Pipe Dream?","year":2012,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Dream; Joint venture; Electric cars; Raising (metalworking); Automotive industry; New energy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003155486,0.0009216869,0.0007728784,0.0007741914,0.0005935387,0.0001195798,0.000875796,0.001153067,0.008447737],"category_scores_gemma":[0.0002138233,0.0007961473,0.0003642189,0.0004583779,0.001341943,0.0003234514,0.0002709422,0.0008227947,0.03239233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158681,"about_ca_system_score_gemma":0.002305216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000538281,"about_ca_topic_score_gemma":0.0001393871,"domain_scores_codex":[0.9957532,0.0001727404,0.0006971605,0.001007577,0.001447799,0.0009215326],"domain_scores_gemma":[0.9971263,0.00009999494,0.0006879513,0.00134558,0.0001666884,0.0005735133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001533393,0.0005164088,0.0003712054,0.0001937457,0.0004220033,0.000684238,0.00005921858,0.0000159835,0.004306587,0.01750186,0.9751946,0.0005808204],"study_design_scores_gemma":[0.000688163,0.00004955351,0.000706607,0.0006987397,0.0002544175,0.001620303,0.00001795286,0.000006603522,0.0019654,0.0000589365,0.9929239,0.001009449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00016018,0.005359922,0.0002104329,0.00002405499,0.008877,0.0007133514,0.0005362272,0.001639559,0.9824793],"genre_scores_gemma":[0.01997715,0.00008344288,0.00142251,0.0001657102,0.009999634,0.0001325772,0.000662162,0.001549975,0.9660068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02394459,"threshold_uncertainty_score":0.999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958947634840705,"score_gpt":0.2585107583623122,"score_spread":0.2389212820139052,"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."}}