{"id":"W3148219456","doi":"10.5539/hes.v11n2p139","title":"Development of Smart Human Resource Planning System within Rajabhat University","year":2021,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Mongkut's University of Technology North Bangkok","keywords":"Likert scale; Usability; Nonprobability sampling; Test (biology); Computer science; Human resources; Knowledge management; Engineering management; Engineering; Psychology; Management; Sociology; Operating system; Population","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":[0.004157306,0.0003102382,0.0002131607,0.001228053,0.002293528,0.002553805,0.0008104545,0.000364638,0.004903023],"category_scores_gemma":[0.004755355,0.0002639601,0.0002171764,0.001327747,0.0006927879,0.001248861,0.001839253,0.0005865683,0.001703211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542158,"about_ca_system_score_gemma":0.01055189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128897,"about_ca_topic_score_gemma":0.01238991,"domain_scores_codex":[0.997272,0.0009754562,0.000226143,0.0003218963,0.0006384228,0.0005661542],"domain_scores_gemma":[0.9931077,0.0009929428,0.0007010057,0.0006623211,0.002602381,0.001933697],"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":[0.0007216848,0.002297817,0.2820452,0.001155784,0.00005379262,0.001715014,0.03047395,0.007331046,0.02678516,0.00849527,0.01634715,0.6225783],"study_design_scores_gemma":[0.000169038,0.004912265,0.6768048,0.0004073232,0.0001124686,0.001313176,0.0904274,0.0179874,0.03635268,0.002213579,0.1689236,0.0003761903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686279,0.0002183057,0.008534625,0.001052305,0.00005563666,0.00109207,0.0002980125,0.0007228646,0.01939828],"genre_scores_gemma":[0.9634216,0.0003075624,0.02309158,0.0001858388,0.0000254709,0.000515641,0.0004624361,0.00003722874,0.01195263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128897,"threshold_uncertainty_score":0.02244651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1411368690920099,"score_gpt":0.3963169736332399,"score_spread":0.2551801045412301,"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."}}