{"id":"W7042466663","doi":"","title":"Perceived importance of technical knowledge and skills for human resources professionals","year":2015,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Exploratory research; Function (biology); Perspective (graphical); Human resources; Human resource management; Resource (disambiguation)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001402409,0.0001107401,0.0001373402,0.00088783,0.001748531,0.002303024,0.000229325,0.0003842107,0.002472951],"category_scores_gemma":[0.00662529,0.0001138826,0.0001149329,0.0006563875,0.001289307,0.0004927339,0.0008751854,0.0007107215,0.000165742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465504,"about_ca_system_score_gemma":0.005873485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.118158,"about_ca_topic_score_gemma":0.2039172,"domain_scores_codex":[0.9987291,0.0002704805,0.00007007327,0.00005181164,0.0005634082,0.0003151648],"domain_scores_gemma":[0.9893367,0.002547383,0.002230747,0.000192008,0.002315928,0.003377099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007907474,0.0002620178,0.9048069,0.0001068502,0.00003264115,0.0008216347,0.05455234,0.0002421896,0.002278222,0.001160519,0.001083785,0.03457388],"study_design_scores_gemma":[0.000006383372,0.0001350697,0.8876609,0.00007035931,0.00001482429,0.0003687566,0.1071395,0.0002802197,0.0003162557,0.0002717701,0.00371265,0.00002331872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958944,0.00005710672,0.00005113119,0.0002525691,0.00000404976,0.000004726474,0.00001620198,0.000001093877,0.003718838],"genre_scores_gemma":[0.9991749,0.00008068339,0.0000567724,0.00005076762,0.000001979787,0.000001706792,0.00001247688,5.737799e-7,0.0006201033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118158,"threshold_uncertainty_score":0.2349406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241495852060483,"score_gpt":0.2908017631568873,"score_spread":0.266652177950839,"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."}}