{"id":"W2888744958","doi":"10.4018/ijitpm.2018100101","title":"Critical IT Project Management Competencies","year":2018,"lang":"en","type":"article","venue":"International Journal of Information Technology Project Management","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Soft skills; Curriculum; Extant taxon; Skills management; Sample (material); Psychology; Academic skills; Knowledge management; Project management; Medical education; Engineering ethics; Pedagogy; Mathematics education; Engineering; Computer science; Medicine; Social psychology","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":[0.003979392,0.0003156141,0.0001400217,0.001374473,0.001336829,0.002210947,0.0008173403,0.0004679514,0.02208611],"category_scores_gemma":[0.01508865,0.000255536,0.0002212073,0.0006560786,0.0009472142,0.001721872,0.002535486,0.001173733,0.002387833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225975,"about_ca_system_score_gemma":0.009889296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160727,"about_ca_topic_score_gemma":0.002278286,"domain_scores_codex":[0.9972368,0.0009979769,0.0002067213,0.0001628588,0.0009935178,0.0004020825],"domain_scores_gemma":[0.9780206,0.006554625,0.003244998,0.001793737,0.003767384,0.006618674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001094066,0.001889385,0.0517175,0.001423758,0.00002880811,0.0005861231,0.02598371,0.001847602,0.00640413,0.08213655,0.04495737,0.7829157],"study_design_scores_gemma":[0.0001052437,0.001883088,0.2013254,0.003152427,0.00004116409,0.004962431,0.0447676,0.005029141,0.009443678,0.09139389,0.6377895,0.0001064134],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3818057,0.000912873,0.05185636,0.005784852,0.0002794011,0.002758716,0.0003978842,0.0003724268,0.5558317],"genre_scores_gemma":[0.9006106,0.001054457,0.044152,0.000525853,0.00007566634,0.001247649,0.0002934317,0.00006483898,0.05197532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02208611,"threshold_uncertainty_score":0.07388538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352087117146929,"score_gpt":0.306202185609202,"score_spread":0.2926813144377328,"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."}}