{"id":"W3174858393","doi":"10.29173/irie424","title":"Children's Rights by Design in AI Development for Education","year":2021,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Duty; Product (mathematics); Service (business); Law and economics; Business; Engineering; Political science; Engineering ethics; Law; Economics; Marketing; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001709049,0.00007391583,0.0001121913,0.00005310424,0.0000880591,0.00007896724,0.0007400091,0.00005171603,0.00004760711],"category_scores_gemma":[0.001479895,0.00004826024,0.00004682559,0.0001913194,0.00003608835,0.001010316,0.00009791356,0.0001999375,0.00004205588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009258995,"about_ca_system_score_gemma":0.001085961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001784321,"about_ca_topic_score_gemma":0.000005911113,"domain_scores_codex":[0.99876,0.0001016116,0.0005422705,0.00008559987,0.0004262452,0.00008428348],"domain_scores_gemma":[0.9981351,0.0003924677,0.0002020443,0.0002023308,0.001045696,0.0000223605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000173391,0.000193572,0.00002786552,0.001367714,0.00007661191,1.208741e-7,0.008228555,0.000129913,0.0001042208,0.4583443,0.2748102,0.2566996],"study_design_scores_gemma":[0.0002651399,0.00003419903,0.0001562393,0.002916769,0.000007013014,0.00002011548,0.00003821087,0.01290389,0.02472061,0.01907518,0.9396858,0.0001768653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001106783,0.003157288,0.9672272,0.02452339,0.0004818728,0.0004403938,0.000005619343,0.00001654378,0.004036998],"genre_scores_gemma":[0.1979963,0.06179973,0.4023708,0.3306057,0.000444761,0.0009379302,0.001609068,0.00002977632,0.004205993],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6648756,"threshold_uncertainty_score":0.1967995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646053409640058,"score_gpt":0.3150360165361264,"score_spread":0.2785754824397258,"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."}}