{"id":"W2792759479","doi":"10.1111/isj.12183","title":"The outcomes and the mediating role of the functional triad: The users' perspective","year":2018,"lang":"en","type":"article","venue":"Information Systems Journal","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Triad (sociology); Transparency (behavior); Perspective (graphical); Perception; Product (mathematics); Psychology; Computer science; Social psychology; Human–computer interaction; Artificial intelligence; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006678543,0.00005836398,0.0001056941,0.00002342997,0.003275083,0.0007109783,0.0003091687,0.00004406395,0.000006899603],"category_scores_gemma":[0.005704321,0.00002039597,0.00009211691,0.0001778576,0.001030822,0.0006227209,0.00004448525,0.0002097771,0.00001008128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008105044,"about_ca_system_score_gemma":0.0002144793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006666975,"about_ca_topic_score_gemma":0.0001835213,"domain_scores_codex":[0.9979765,0.0007137372,0.0003879578,0.00003173896,0.0007397426,0.0001503046],"domain_scores_gemma":[0.9966221,0.002056184,0.0005836173,0.00009974934,0.0005958237,0.00004255252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001631153,0.000008320636,0.02297561,0.000005857872,0.0001797174,6.730454e-8,0.5562492,0.00003131964,0.00000299853,0.3999735,0.004682713,0.01572755],"study_design_scores_gemma":[0.000830345,0.00001882749,0.03798231,0.00003667488,0.00002552864,0.00001302699,0.8015591,0.0002002623,0.000005346697,0.006510038,0.1527574,0.00006113249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4404785,0.001027833,0.0001594329,0.03651425,0.01007207,0.001092621,0.00001926721,0.00004319922,0.5105928],"genre_scores_gemma":[0.9982816,0.00005201935,0.000002833427,0.00019046,0.001017057,0.00001060787,2.0107e-7,0.000002184049,0.0004430235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5578031,"threshold_uncertainty_score":0.9980225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075719896883045,"score_gpt":0.2656555211999674,"score_spread":0.254898322231137,"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."}}