{"id":"W4214686989","doi":"10.5430/ijba.v13n2p1","title":"Management Allied to Industry: Development of Metallic Packaging \"Rack\" Applied to the Automotive Sector","year":2022,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Rack; Manufacturing engineering; Work (physics); Product (mathematics); Cost reduction; Process (computing); Business; New product development; Computer science; Operations management; Engineering; Marketing; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001477426,0.000304919,0.0001170943,0.001157407,0.001465526,0.002935726,0.0004106367,0.0006220444,0.002955772],"category_scores_gemma":[0.001523585,0.0001409118,0.0001959856,0.001675356,0.0007933828,0.001162852,0.00117106,0.0004240565,0.0005679395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031961,"about_ca_system_score_gemma":0.006124049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256002,"about_ca_topic_score_gemma":0.004729285,"domain_scores_codex":[0.9983784,0.0006936612,0.00009623695,0.0001919344,0.0004582147,0.0001815549],"domain_scores_gemma":[0.9991768,0.0001462476,0.0001704089,0.00005502538,0.000333746,0.0001177273],"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":[0.00008067712,0.0003147713,0.04043632,0.001504855,0.00003791718,0.0009979657,0.0208739,0.00247731,0.01443164,0.06640299,0.01041581,0.8420258],"study_design_scores_gemma":[0.00003067208,0.001050366,0.1629784,0.002128489,0.0001468149,0.001409162,0.08039702,0.007813978,0.01879525,0.02218397,0.7029748,0.00009100213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5781198,0.0175353,0.04559413,0.01831697,0.000447905,0.0006470353,0.0001388249,0.0003317501,0.3388684],"genre_scores_gemma":[0.9294631,0.009221493,0.03018368,0.001129506,0.00008522913,0.000127384,0.0001327661,0.00003174691,0.0296251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003256002,"threshold_uncertainty_score":0.01474303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612165467624769,"score_gpt":0.3635394807419122,"score_spread":0.3074178260656645,"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."}}