{"id":"W2897379667","doi":"10.1145/3240508.3243932","title":"AI + Multimedia Make Better Life?","year":2018,"lang":"en","type":"article","venue":"","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia","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":[0.004446292,0.0006369954,0.000753154,0.001630192,0.001797627,0.005364568,0.0008669726,0.002674515,0.2434556],"category_scores_gemma":[0.02090643,0.0001515126,0.000847863,0.001524125,0.001579004,0.003816288,0.002600825,0.002179893,0.01995116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725428,"about_ca_system_score_gemma":0.002551275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029318,"about_ca_topic_score_gemma":0.004946509,"domain_scores_codex":[0.9975641,0.001428708,0.000138442,0.0001221008,0.0005562973,0.0001904059],"domain_scores_gemma":[0.9862722,0.0097961,0.0009001137,0.0004093122,0.001488242,0.001133985],"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":[0.001689377,0.0003493206,0.001721114,0.009869351,0.0003334635,0.0003310659,0.000950475,0.0002773954,0.0008846315,0.07933748,0.3761997,0.5280566],"study_design_scores_gemma":[0.0003497172,0.0008553136,0.006635596,0.02161961,0.0005382498,0.000541929,0.006167944,0.0003521325,0.001562689,0.07666685,0.8846412,0.00006875964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.009503369,0.195789,0.002104035,0.3688034,0.02267259,0.0002877538,0.003121208,0.0001919277,0.3975268],"genre_scores_gemma":[0.2895218,0.4094971,0.005072026,0.06646142,0.03139082,0.001170301,0.002553244,0.0002325825,0.1941007],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2434556,"threshold_uncertainty_score":0.8144401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447182688880621,"score_gpt":0.3886316049080185,"score_spread":0.3441597780192123,"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."}}