{"id":"W4293318909","doi":"10.29173/irie480","title":"Upgrading the protection of children from manipulative and addictive strategies in online games","year":2022,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KU Leuven","keywords":"Legislature; Unitary state; Perspective (graphical); Multidisciplinary approach; Universality (dynamical systems); Framing (construction); Addiction; Context (archaeology); Internet privacy; Risk analysis (engineering); Computer science; Law and economics; Public relations; Business; Political science; Psychology; Engineering; Law; Sociology; Artificial intelligence","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01092059,0.0006679269,0.0004710185,0.001608812,0.002154782,0.004264839,0.001774583,0.002495759,0.003860139],"category_scores_gemma":[0.04096645,0.0004854611,0.0005967697,0.0004962807,0.01003035,0.004895072,0.005521239,0.00280149,0.0006279393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270845,"about_ca_system_score_gemma":0.002773122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001835666,"about_ca_topic_score_gemma":0.003242976,"domain_scores_codex":[0.9850014,0.00980728,0.0006581747,0.0009231851,0.002472236,0.001137724],"domain_scores_gemma":[0.9700937,0.01923555,0.004318838,0.003674133,0.001424766,0.001252985],"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":[0.000344979,0.001376946,0.05185508,0.001164107,0.00009696575,0.001544358,0.05704437,0.002217179,0.01122084,0.4938388,0.004461882,0.3748345],"study_design_scores_gemma":[0.0002330287,0.002558147,0.1234707,0.008290092,0.000312948,0.00830215,0.05361332,0.01516948,0.06232185,0.4909261,0.2344449,0.0003573672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7268628,0.003787802,0.09188787,0.01615671,0.0002086879,0.0003666475,0.00009904356,0.0003021476,0.1603283],"genre_scores_gemma":[0.9798344,0.001241957,0.01429502,0.001115826,0.00003789772,0.0002430985,0.0000260313,0.00003379129,0.003172068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978452,"threshold_uncertainty_score":0.05775428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938888452279132,"score_gpt":0.2995608498395405,"score_spread":0.2601719653167492,"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."}}