{"id":"W4406451527","doi":"10.1007/s12599-025-00924-8","title":"Affordance-Based Information Technology Sensemaking [ABITS]","year":2025,"lang":"en","type":"article","venue":"Business & Information Systems Engineering","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"Loyola Marymount University","keywords":"Affordance; Sensemaking; Knowledge management; Human–computer interaction; Computer science; Data science; Engineering","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":[0.006253506,0.0003799304,0.0004328924,0.002724115,0.001871157,0.005643763,0.0008987876,0.001013069,0.002939901],"category_scores_gemma":[0.0216033,0.0004081627,0.0009667562,0.001874158,0.011461,0.007451853,0.006420578,0.001054253,0.0001650072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002320456,"about_ca_system_score_gemma":0.00148167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726459,"about_ca_topic_score_gemma":0.0019056,"domain_scores_codex":[0.9934123,0.002935913,0.0005793237,0.001069128,0.001544405,0.000458938],"domain_scores_gemma":[0.9903446,0.004434272,0.001612062,0.001938051,0.001074774,0.0005961544],"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":[0.0001791385,0.0001317166,0.01668267,0.0005187609,0.0001056442,0.0005177264,0.04026901,0.008012375,0.005962434,0.8548352,0.001183764,0.0716015],"study_design_scores_gemma":[0.000037068,0.0001499111,0.01398627,0.0002587522,0.0000824398,0.0004422604,0.01802943,0.02125761,0.00313672,0.9231951,0.019339,0.00008541692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5414917,0.000963139,0.3041466,0.003888226,0.0001698448,0.0002978701,0.0001814537,0.0003770627,0.1484842],"genre_scores_gemma":[0.9876848,0.0000809499,0.01153512,0.00005169846,0.000007374365,0.00004301423,0.00002638782,0.00001644161,0.0005541156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006253506,"threshold_uncertainty_score":0.03307211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006215949779769837,"score_gpt":0.2533798597766805,"score_spread":0.2471639099969107,"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."}}