{"id":"W4293145993","doi":"10.1111/dech.12713","title":"Upgrading in the Automotive Periphery: Turkey's Battery Electric Vehicle Maker Togg","year":2022,"lang":"en","type":"article","venue":"Development and Change","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Automotive industry; Incentive; Production (economics); Business; Value (mathematics); Position (finance); Industrial organization; Economics; Marketing; Engineering; Market economy; Computer science; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0005894504,0.0001464814,0.0001430976,0.0001579309,0.0005984679,0.0002051657,0.0001938305,0.00003248145,0.0001278942],"category_scores_gemma":[0.00003602607,0.0001199953,0.00003714365,0.0007676306,0.00002496828,0.0003922699,0.0001696337,0.0001901354,0.00001311944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710108,"about_ca_system_score_gemma":0.00003212294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006028946,"about_ca_topic_score_gemma":0.00008998767,"domain_scores_codex":[0.9989229,0.00003891215,0.000162507,0.0002166883,0.0002757758,0.0003832208],"domain_scores_gemma":[0.9997668,0.00002800659,0.00006448232,0.00009063292,0.00003819038,0.00001187461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001513661,0.0008501697,0.6746331,0.0004680478,0.0001167256,0.0003019047,0.2013053,0.00002155759,0.0001042085,0.01083138,0.01712832,0.0940879],"study_design_scores_gemma":[0.0005247237,0.00001876573,0.8192574,0.00001250563,0.00002193956,0.000003567174,0.05309469,0.0004799387,0.000009624795,0.001623633,0.1246234,0.0003298426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907374,0.0002953083,0.00000278284,0.003222856,0.0002067065,0.0003732678,0.000001583658,0.00005068761,0.005109347],"genre_scores_gemma":[0.9926809,0.000009015711,0.00001110249,0.0065915,0.0003744644,0.0001470647,0.00002333505,0.00001263382,0.0001499933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482106,"threshold_uncertainty_score":0.4893266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644084127436473,"score_gpt":0.2387385044577869,"score_spread":0.2022976631834222,"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."}}