{"id":"W4250461079","doi":"10.1108/oxan-db210502","title":"Brazil's automotive sector faces an uphill battle","year":2016,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Respite care; Battle; Quarter (Canadian coin); Business; Production (economics); Economy; Economic policy; Operations management; Economics; Engineering; Geography; Macroeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002408104,0.0005140363,0.0003540355,0.0009274786,0.002697301,0.005764413,0.000631789,0.003698561,0.04214944],"category_scores_gemma":[0.003608143,0.0001839211,0.0005076608,0.001247203,0.001383379,0.003348647,0.002310296,0.002621498,0.008498592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005123559,"about_ca_system_score_gemma":0.01496427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07408968,"about_ca_topic_score_gemma":0.1173226,"domain_scores_codex":[0.9987042,0.0002173067,0.00004246888,0.0001113678,0.0005509209,0.0003736904],"domain_scores_gemma":[0.9973176,0.0003523728,0.0001670352,0.0001714476,0.001289332,0.0007021949],"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":[0.00004633842,0.00006198703,0.003635369,0.0008297965,0.0000171131,0.000724773,0.001527661,0.0002675286,0.002392999,0.1841392,0.5931904,0.2131669],"study_design_scores_gemma":[0.000001881183,0.000008583576,0.001696948,0.0003081007,0.000003165464,0.00009930092,0.0007745278,0.0000402747,0.0001242417,0.003816634,0.9931203,0.000006079231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00949348,0.05228302,0.001162705,0.6138541,0.006188588,0.00004232513,0.0009436334,0.0001829416,0.3158492],"genre_scores_gemma":[0.2452948,0.1426909,0.003624929,0.1456897,0.005990204,0.00008162802,0.001739843,0.0003368301,0.4545512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07408968,"threshold_uncertainty_score":0.1473169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960045871783098,"score_gpt":0.2503106320708527,"score_spread":0.2307101733530217,"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."}}