{"id":"W4404314860","doi":"10.29173/irie540","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003186997,0.0006590868,0.0005778405,0.001542788,0.002494636,0.007308736,0.002370766,0.004062904,0.2357083],"category_scores_gemma":[0.01383475,0.0002896854,0.0007354257,0.001852969,0.002407763,0.006919961,0.004104603,0.003940688,0.09662146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003507419,"about_ca_system_score_gemma":0.004428441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739813,"about_ca_topic_score_gemma":0.003863055,"domain_scores_codex":[0.9960426,0.001131395,0.0002487328,0.0007645219,0.001460057,0.0003526535],"domain_scores_gemma":[0.9941381,0.001517616,0.0003988272,0.0006953342,0.002344447,0.0009057052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004244524,0.00003107873,0.000607282,0.0004855769,0.00001060776,0.0001606852,0.001186742,0.0001087529,0.0002154559,0.1522696,0.7142436,0.1306382],"study_design_scores_gemma":[0.000002385946,0.000006942019,0.0002299188,0.000257505,0.000002019807,0.000115546,0.0002687739,0.00002118932,0.00004343582,0.008071811,0.9909758,0.000004768655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002593184,0.0267789,0.01079885,0.09416173,0.02407438,0.0002402072,0.002983013,0.0008178496,0.837552],"genre_scores_gemma":[0.04256239,0.03329619,0.01241984,0.05052849,0.008824945,0.0004525727,0.00568576,0.0009444077,0.8452854],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7642917,"threshold_uncertainty_score":0.7885228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0548660675860404,"score_gpt":0.4335412589003916,"score_spread":0.3786751913143512,"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."}}