{"id":"W4402613916","doi":"10.23977/jaip.2024.070313","title":"Ethical Implications of AI in Autonomous Systems: Balancing Innovation and Responsibility","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Practice","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Sociology; Environmental ethics; Business; Engineering; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02902598,0.000512203,0.0005477494,0.001732404,0.006704685,0.009180442,0.001488538,0.006219017,0.001730328],"category_scores_gemma":[0.0399572,0.0003396023,0.0005212292,0.0008971475,0.0572517,0.01084479,0.008119915,0.0072872,0.0003694473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005823818,"about_ca_system_score_gemma":0.0128004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413752,"about_ca_topic_score_gemma":0.00177669,"domain_scores_codex":[0.96177,0.02831675,0.0007110781,0.001504607,0.006481869,0.00121568],"domain_scores_gemma":[0.9376494,0.04772641,0.00382697,0.003206011,0.004983865,0.002607296],"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":[0.000007829619,0.00001704551,0.0005560189,0.00003382774,0.000006049488,0.0001193939,0.004796205,0.00101778,0.000157596,0.9846038,0.0007530045,0.007931547],"study_design_scores_gemma":[0.000006417483,0.00001556623,0.0002279166,0.00009894899,0.000003251639,0.0001023275,0.002435779,0.001603597,0.0001630062,0.9811365,0.01419549,0.00001121686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09000365,0.008939025,0.2536491,0.3440614,0.001290505,0.0001688778,0.00003654312,0.00006873975,0.3017822],"genre_scores_gemma":[0.9700367,0.001693815,0.01759672,0.005902287,0.0004362168,0.0001294928,0.00001022984,0.00002860747,0.004165948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02902598,"threshold_uncertainty_score":0.1535059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081290624827465,"score_gpt":0.4796667481416909,"score_spread":0.3715376856589443,"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."}}