{"id":"W2943736120","doi":"10.4018/ijoci.2019070101","title":"An Innovative Framework to Integrate CIO Competencies Within the Business Technology Management Body of Knowledge","year":2019,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec en Outaouais","funders":"","keywords":"Knowledge management; Reflection (computer programming); Computer science; Process management; Engineering management; Business; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002869624,0.0001308069,0.000187304,0.0007730455,0.00009830869,0.000113583,0.000762085,0.00007894119,0.0001510564],"category_scores_gemma":[0.0003325485,0.00009260102,0.00002516874,0.002897954,0.0001549806,0.000751798,0.000179491,0.0002213396,0.00006139343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000838336,"about_ca_system_score_gemma":0.0001563143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001590703,"about_ca_topic_score_gemma":0.00001025041,"domain_scores_codex":[0.9988608,0.000009842058,0.0005366456,0.0001337958,0.0003561823,0.0001027118],"domain_scores_gemma":[0.9932125,0.00006752534,0.0006678067,0.0001143624,0.005927861,0.000009949415],"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":[0.0001547518,0.0001257668,0.03630659,0.00002442813,0.0002086028,0.000006904221,0.0007572651,0.001008773,0.001181489,0.9575869,0.0002326236,0.002405846],"study_design_scores_gemma":[0.0009660708,0.0005027652,0.2789043,0.0009649443,0.0001021492,0.0001957603,0.0222776,0.006326018,0.03506378,0.6431057,0.01084028,0.0007505674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916791,0.00008737979,0.09516826,0.003365903,0.001191242,0.0003095822,0.000009376542,0.00003323872,0.008155931],"genre_scores_gemma":[0.9969304,0.00003021724,0.001839992,0.0007419033,0.0001869071,0.00000542191,0.000004108455,0.00001010067,0.0002509721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3144813,"threshold_uncertainty_score":0.377616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006884762259531578,"score_gpt":0.2384256648608934,"score_spread":0.2315409026013618,"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."}}