{"id":"W4400556050","doi":"10.1080/10447318.2024.2372135","title":"A Panoramic View of Socio-Cultural Sensitivity in Digital Technologies: A Comprehensive Review and Future Directions","year":2024,"lang":"en","type":"review","venue":"International Journal of Human-Computer Interaction","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sensitivity (control systems); Computer science; Sociology; 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":[0.003697623,0.0009252117,0.002183316,0.008734292,0.0007657629,0.003440312,0.001008482,0.002162782,0.002744781],"category_scores_gemma":[0.007392625,0.0005623737,0.001294324,0.01192377,0.001775058,0.005135297,0.001741316,0.002678826,0.0005420052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813366,"about_ca_system_score_gemma":0.005581987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371548,"about_ca_topic_score_gemma":0.004243481,"domain_scores_codex":[0.9982563,0.0005929896,0.0003816334,0.0002406367,0.0004365,0.00009202454],"domain_scores_gemma":[0.9898804,0.008033047,0.0006975948,0.0001567618,0.001032896,0.0001993126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000746019,0.00007144632,0.0005603008,0.1628394,0.0004001773,0.0002083249,0.00148587,0.0003372652,0.0008391053,0.01504022,0.01826838,0.7998749],"study_design_scores_gemma":[0.00001614736,0.0001244237,0.002882018,0.131793,0.0009627382,0.001231677,0.001821327,0.0001212047,0.0003119366,0.00721364,0.8534642,0.00005761635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007416324,0.9989641,0.0000782674,0.0004251401,0.0001325948,0.000003445917,0.000005870407,0.000001877124,0.0003145342],"genre_scores_gemma":[0.0007093382,0.998654,0.0001288914,0.0003071579,0.0001154221,0.000008557556,0.000007925617,0.000001146982,0.00006752115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008734292,"threshold_uncertainty_score":0.01955509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04164612130763687,"score_gpt":0.3814115927486735,"score_spread":0.3397654714410366,"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."}}