{"id":"W4393101730","doi":"10.5267/j.dsl.2024.2.002","title":"Investigation of workplace literacy in Indonesia to enhance employability opportunities","year":2024,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Employability; Literacy; Business; Sociology; Pedagogy","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":[0.0009384602,0.000142103,0.0001448774,0.000804133,0.0008392732,0.001380864,0.0002145863,0.000213102,0.00289497],"category_scores_gemma":[0.001983824,0.0001104137,0.0001597801,0.0006619201,0.0003732087,0.0005845086,0.0007912136,0.0004890754,0.0003555701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009054228,"about_ca_system_score_gemma":0.00150378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00339173,"about_ca_topic_score_gemma":0.008949012,"domain_scores_codex":[0.99961,0.0001371991,0.0000317436,0.00002553907,0.00009196076,0.0001035626],"domain_scores_gemma":[0.9983435,0.0007076556,0.0004293892,0.00004402354,0.0001818726,0.0002936466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052319,0.001645602,0.8332631,0.0002511024,0.00001528009,0.001119617,0.06756589,0.0001483751,0.003128669,0.001659194,0.0007637847,0.09033418],"study_design_scores_gemma":[0.000006952424,0.0003607238,0.9104469,0.0001205527,0.0000139446,0.0001891555,0.08444302,0.0004754105,0.0008176854,0.0003483673,0.00276682,0.00001042873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956797,0.00004403057,0.00007447806,0.0001305894,0.000002722455,0.00001702431,0.00001709131,0.000001346065,0.004033064],"genre_scores_gemma":[0.9988192,0.00008659916,0.0001638021,0.00003507953,0.000002443409,0.00001740487,0.00001357783,7.237335e-7,0.00086115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00339173,"threshold_uncertainty_score":0.009684622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06545309116472339,"score_gpt":0.4067786484160404,"score_spread":0.3413255572513171,"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."}}