{"id":"W2754182177","doi":"10.4018/978-1-5225-3437-2","title":"Technology-Enhanced Human Interaction in Modern Society","year":2017,"lang":"en","type":"book","venue":"Advances in human and social aspects of technology book series","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Electronic Arts (Canada)","funders":"","keywords":"Engineering ethics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00007868464,0.0004602998,0.0009495286,0.0009496064,0.0003506967,0.00003231579,0.000646471,0.001710117,0.00001777015],"category_scores_gemma":[0.00002502122,0.000527762,0.0001284483,0.0001457094,0.002382752,0.0008448275,0.0003290222,0.001447741,0.000001737566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317259,"about_ca_system_score_gemma":0.00004128234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007389773,"about_ca_topic_score_gemma":0.001282929,"domain_scores_codex":[0.9984069,0.000006722235,0.000554711,0.0004549807,0.000137902,0.0004388217],"domain_scores_gemma":[0.9991198,0.00002293104,0.0003103066,0.0004740024,0.00005854327,0.00001440157],"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":[0.00002288601,0.00006459421,0.0004081867,0.001180481,0.0001748908,0.00005820183,0.001599757,0.00009434354,0.006013699,0.9100091,0.001043771,0.07933009],"study_design_scores_gemma":[0.0005933286,0.0001850496,0.00009124509,0.000625971,0.00002489747,0.000009865865,0.002938785,0.00002242452,0.01138644,0.886359,0.09716345,0.0005994963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1155222,0.05499588,0.00008961527,0.000928654,0.0007277113,0.0009429699,0.00005617263,0.00352947,0.8232073],"genre_scores_gemma":[0.9531727,0.01948825,0.0003635816,0.00001882698,0.0001273831,0.00017542,0.00003754581,0.0001108839,0.0265054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8376505,"threshold_uncertainty_score":0.9997174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008582334555194289,"score_gpt":0.255056698800073,"score_spread":0.2464743642448788,"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."}}