{"id":"W2341386896","doi":"10.5539/ass.v12n5p118","title":"The Practice of Hiring, Training and Promoting Less-Educated Workers in Malaysian-Based Manufacturing Companies","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Training (meteorology); Automotive industry; Manufacturing; Marketing; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003539026,0.00007216528,0.0001126074,0.00006431519,0.001386548,0.0001343384,0.000364995,0.00004428419,0.0000205975],"category_scores_gemma":[0.001401635,0.000048945,0.00002572821,0.0005796585,0.002779826,0.0004320711,0.00003586926,0.00009556222,0.000002971359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068868,"about_ca_system_score_gemma":0.0007865051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413484,"about_ca_topic_score_gemma":0.001276987,"domain_scores_codex":[0.9984192,0.0002747071,0.0002127194,0.0002436311,0.0004297015,0.0004200028],"domain_scores_gemma":[0.9989625,0.0005594316,0.0001641167,0.0001066496,0.0001002716,0.0001070397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001675094,0.00008562185,0.1352434,0.00001149208,0.000004845802,8.924273e-7,0.2064144,7.194532e-7,0.0006395039,0.011696,0.00005420642,0.6458322],"study_design_scores_gemma":[0.0002233706,0.00001864519,0.7878557,0.00008046567,0.000005899321,4.767103e-7,0.2003706,0.000003351653,0.0009230222,0.001457041,0.008918126,0.0001432703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133883,0.00001973107,0.00003319983,0.03201096,0.0002226,0.0001825132,8.506304e-7,0.00003172694,0.05411014],"genre_scores_gemma":[0.9993286,0.000005522035,0.0003459621,0.00007640586,0.00008428839,0.0000107618,9.977985e-8,0.000004336222,0.0001439904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6526123,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163224302010587,"score_gpt":0.3600787133875245,"score_spread":0.3184464703674186,"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."}}