{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4a8e68b2ce1d","filters":{"venue":"RVIM journal of management research."}},"results":[{"id":"W4406917809","doi":"10.70599/rvim/2024/346","title":"Assessing the Effectiveness of Training and Development Initiatives in Enhancing Workforce Performance and Operational Efficiency of the Organization in Selected IT Companies in Bangalore","year":2025,"lang":"en","type":"article","venue":"RVIM journal of management research.","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Workforce; Training (meteorology); Business; Workforce development; Training and development; Employee development; Process management; Operations management; Knowledge management; Engineering management; Engineering; Economic growth; Management; Computer science; Economics; Geography","authors":[{"name":"D. Hemalatha","is_ca":true},{"name":"Vinith Kumar J","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08230817216341967,"gpt":0.4026804603170969,"spread":0.3203722881536772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002080333,0.0002491042,0.0002405447,0.0006076854,0.0006863163,0.0008126349,0.0004319373,0.0004851038,0.0009241918],"category_scores_gemma":[0.00213256,0.0002646031,0.0002196106,0.0005748218,0.0005536355,0.0002943795,0.000615877,0.000653439,0.0001434864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972113,"about_ca_system_score_gemma":0.002447247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01949926,"about_ca_topic_score_gemma":0.05023874,"domain_scores_codex":[0.9987183,0.0004628155,0.0001259376,0.0000827919,0.0002140596,0.000396149],"domain_scores_gemma":[0.9964797,0.0009436809,0.0006272165,0.00006396924,0.0003576738,0.001527846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001247282,0.004195812,0.8721792,0.001331096,0.0001976655,0.0009724225,0.01799075,0.0008738767,0.007545309,0.0001883932,0.0007044947,0.09257369],"study_design_scores_gemma":[0.00001840024,0.00203317,0.9913099,0.00007065435,0.000019049,0.00005716037,0.005524235,0.00006938928,0.0004425837,0.000005733636,0.0004393278,0.00001040646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992018,0.0001743518,0.00001451051,0.00004793952,0.000002504484,0.00003530617,0.00001972064,0.000001641813,0.0005023465],"genre_scores_gemma":[0.9989601,0.0002433426,0.0001378826,0.00004691932,0.000002902118,0.00002968517,0.00003179756,8.320974e-7,0.000546525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01949926,"threshold_uncertainty_score":0.03877157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}