{"id":"W1993060475","doi":"10.5539/ass.v6n3p12","title":"Discussion on Strategies of Development and Application of Human Resources","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human resources; Task (project management); China; Government (linguistics); Business; Knowledge management; Process management; Computer science; Political science; Management; Economics","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":[0.003445659,0.0005234323,0.0002101054,0.001461047,0.002744415,0.004261147,0.001238758,0.004146297,0.005221631],"category_scores_gemma":[0.001976585,0.0001263161,0.0005602532,0.00148167,0.004399682,0.004488023,0.001870059,0.00205024,0.000461914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005284065,"about_ca_system_score_gemma":0.00756666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006505579,"about_ca_topic_score_gemma":0.008089543,"domain_scores_codex":[0.9980341,0.0009408824,0.00007652191,0.0001965044,0.0003596173,0.000392391],"domain_scores_gemma":[0.9993101,0.0003491965,0.00006047033,0.00002301411,0.0001646544,0.00009244979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006947349,0.00002065266,0.0004312062,0.0001072192,0.000004027164,0.0002295154,0.004107737,0.0003406655,0.0002317828,0.9695006,0.01001429,0.01500534],"study_design_scores_gemma":[0.00001624948,0.00006193191,0.001744747,0.0004771002,0.00001073034,0.0002154219,0.01332634,0.0009857408,0.001224828,0.1946171,0.7872939,0.00002592115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02641956,0.0195449,0.02032402,0.3143834,0.002197305,0.0004148794,0.0001160708,0.00005763143,0.6165422],"genre_scores_gemma":[0.7217931,0.02932766,0.0164547,0.04759535,0.001152555,0.0007542028,0.0001179144,0.00005067141,0.1827539],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006505579,"threshold_uncertainty_score":0.03833878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009134304037088422,"score_gpt":0.2852210511497542,"score_spread":0.2760867471126657,"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."}}