{"id":"W2982042433","doi":"10.22215/etd/2018-12843","title":"Realizing Technology Impact: A Dialectical Theory of Technology Initiated Routine Disruption and Renewal","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of New Brunswick","funders":"","keywords":"Dialectic; Performative utterance; Organizational studies; Restructuring; Leverage (statistics); Organizational change; Knowledge management; Psychology; Organization development; Computer science; Epistemology; Public relations; Political science; Artificial intelligence; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102079,0.000157875,0.0003098479,0.0007406608,0.0003917415,0.00004759564,0.0001480321,0.0006629631,0.000575394],"category_scores_gemma":[0.0007081223,0.0001376373,0.00005527011,0.0008880788,0.000414348,0.0002442711,0.00002963972,0.0001546775,0.00001566579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203842,"about_ca_system_score_gemma":0.0002515451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071199,"about_ca_topic_score_gemma":0.002753883,"domain_scores_codex":[0.9985772,0.0001354478,0.0005715771,0.000180422,0.0002571121,0.0002782559],"domain_scores_gemma":[0.9987113,0.00008234613,0.0005044759,0.0001623396,0.0004909399,0.00004855626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001485006,0.0000175701,0.001376527,0.00006312557,0.0000606257,5.558655e-7,0.01763678,5.785575e-8,0.0005285798,0.9552329,0.0001760365,0.02475875],"study_design_scores_gemma":[0.001095697,0.0007974085,0.002608838,0.0003663266,0.000171929,0.000012432,0.6683154,0.00002392351,0.007698531,0.3037076,0.01460245,0.0005994381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8009924,0.0001121326,0.0009658054,0.0003223523,0.0005627826,0.0006421706,0.00004690794,0.0002526611,0.1961027],"genre_scores_gemma":[0.9968837,0.0001342305,0.0003433799,0.00001497284,0.0001455155,0.00003852406,0.0004147619,0.00001463008,0.002010283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6515253,"threshold_uncertainty_score":0.6300161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190411983634724,"score_gpt":0.3993051145729159,"score_spread":0.3674009947365687,"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."}}