{"id":"W4293243025","doi":"10.34190/eckm.23.2.566","title":"Smart working paradigms in a hybrid working era","year":2022,"lang":"en","type":"article","venue":"European Conference on Knowledge Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Mindset; Creativity; Flexibility (engineering); Notice; Leverage (statistics); Design thinking; Knowledge management; Digital transformation; Business; Public relations; Engineering; Computer science; Management; Psychology; Political science; 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":[0.007748286,0.0006890062,0.0004190349,0.002852087,0.005916159,0.01324265,0.002468407,0.00266265,0.008732694],"category_scores_gemma":[0.005383871,0.0005123729,0.0008003932,0.00136642,0.01875945,0.01198546,0.01468766,0.002864548,0.002304743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295748,"about_ca_system_score_gemma":0.002100436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115641,"about_ca_topic_score_gemma":0.001303915,"domain_scores_codex":[0.9939746,0.002825201,0.0002437328,0.0009198597,0.001332251,0.0007043819],"domain_scores_gemma":[0.9943334,0.00185426,0.000490011,0.00119758,0.0005309765,0.001593683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002179263,0.0004866128,0.01496985,0.0004955315,0.00007750504,0.001340277,0.2966724,0.001575937,0.00532659,0.5460275,0.01105102,0.1217588],"study_design_scores_gemma":[0.0001366278,0.0005336318,0.01003387,0.0004422704,0.00004131599,0.002431803,0.2244353,0.00437629,0.001183943,0.4262573,0.3299372,0.000190547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4977853,0.003504234,0.1397259,0.01920477,0.0008088606,0.0004099341,0.000157132,0.0007956622,0.3376082],"genre_scores_gemma":[0.9274828,0.0008903519,0.04278829,0.002711547,0.0001343301,0.0004105594,0.0001095636,0.0001708184,0.02530175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01324265,"threshold_uncertainty_score":0.04097736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135046911840101,"score_gpt":0.2766745330164718,"score_spread":0.1631698418324617,"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."}}