{"id":"W2000519840","doi":"10.1108/02621710510600982","title":"In competence we trust? Addressing conceptual ambiguity","year":2005,"lang":"en","type":"article","venue":"Journal of Management Development","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Ambiguity; Competence (human resources); Conceptual framework; Originality; Competence-based management; The Conceptual Framework; Knowledge management; Psychology; Sociology; Engineering ethics; Computer science; Social psychology; Management; Engineering; Social science; Strategic planning; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.07422286,0.0008219128,0.001609065,0.005063562,0.008543191,0.02312388,0.003342939,0.005109803,0.00280896],"category_scores_gemma":[0.1358934,0.0006448529,0.000768167,0.004921247,0.07427974,0.0387722,0.01665226,0.01026387,0.0004132647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01340223,"about_ca_system_score_gemma":0.01687574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004646863,"about_ca_topic_score_gemma":0.002700065,"domain_scores_codex":[0.9081529,0.06993797,0.003910876,0.002966668,0.01141791,0.003613585],"domain_scores_gemma":[0.8522381,0.1008716,0.01571304,0.009624793,0.0143688,0.007183732],"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":[0.00003631114,0.00005465506,0.0031021,0.0004653207,0.00002577577,0.000509406,0.1188924,0.0004758986,0.0002418053,0.8375726,0.002789203,0.03583455],"study_design_scores_gemma":[0.00001377934,0.00004048916,0.001026975,0.001641233,0.00002271712,0.0005353356,0.1164634,0.001339189,0.0002297107,0.8450296,0.03359771,0.00005995014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1932865,0.03439606,0.1512285,0.4748511,0.002854044,0.0003712469,0.00008560624,0.0001573724,0.1427696],"genre_scores_gemma":[0.9719472,0.004123666,0.01596745,0.006331635,0.0003630375,0.0001482684,0.00002553636,0.0000368262,0.001056502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07422286,"threshold_uncertainty_score":0.3925326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08522922225173007,"score_gpt":0.3528888056711224,"score_spread":0.2676595834193923,"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."}}