{"id":"W3035343225","doi":"10.32628/cseit19491105","title":"Automotive Industry Redefined By Information Technology : A Review","year":2019,"lang":"en","type":"review","venue":"International Journal of Scientific Research in Computer Science Engineering and Information Technology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Automotive industry; Business; Manufacturing engineering; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193196,0.001069474,0.002353559,0.004832771,0.0003502255,0.001974089,0.001269924,0.001657644,0.003879],"category_scores_gemma":[0.001672198,0.000438107,0.001145579,0.006853602,0.0006387444,0.002274683,0.001034963,0.001554115,0.0009083395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096642,"about_ca_system_score_gemma":0.003343824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637582,"about_ca_topic_score_gemma":0.006747632,"domain_scores_codex":[0.9995587,0.00006593901,0.00009384433,0.00007981314,0.0001580053,0.00004352857],"domain_scores_gemma":[0.9984938,0.0007540631,0.0003150699,0.00002553893,0.0003033117,0.0001082993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00013958,0.0001259138,0.0005476259,0.1206979,0.0005211407,0.0002757509,0.0001433632,0.0004690103,0.001286549,0.003057892,0.03861894,0.8341163],"study_design_scores_gemma":[0.00005231548,0.0001842768,0.002441787,0.0380959,0.001407048,0.001014439,0.0002680332,0.0001397826,0.0004093396,0.001561935,0.9543696,0.00005551079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007160123,0.9994214,0.00003150338,0.0001497257,0.0001072721,0.000003141465,0.00001568686,0.000002304671,0.0001975398],"genre_scores_gemma":[0.0003857816,0.9991564,0.00007479938,0.0001954614,0.00008926397,0.000002965505,0.00001495848,5.710763e-7,0.00007984647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004832771,"threshold_uncertainty_score":0.01297659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187070386541242,"score_gpt":0.3453866937282474,"score_spread":0.313515989862835,"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."}}