{"id":"W4410991030","doi":"10.2139/ssrn.5279576","title":"Beyond Digital Pessimism: How a Focus on Trust Can Enhance EU Digital Law","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digitalization, Law, and Regulation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pessimism; Focus (optics); Political science; Computer science; Psychology; Internet privacy; Law and economics; Sociology; Philosophy; Epistemology; Physics; Optics","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":[0.03094254,0.0005943856,0.000682607,0.001516894,0.008874525,0.02492782,0.002421372,0.01392322,0.006841785],"category_scores_gemma":[0.06195647,0.0005886234,0.001395283,0.001147569,0.04213759,0.03888879,0.0179129,0.01149175,0.001194363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009550185,"about_ca_system_score_gemma":0.00902256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583731,"about_ca_topic_score_gemma":0.003436061,"domain_scores_codex":[0.9772934,0.01397348,0.001055359,0.002141546,0.003049355,0.002486791],"domain_scores_gemma":[0.9600541,0.02563224,0.002575055,0.006168046,0.003615058,0.001955542],"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":[0.0000123305,0.0000162445,0.0003010959,0.00002507055,0.00000563559,0.0001158319,0.005070252,0.0003416363,0.00007943816,0.9880161,0.001390108,0.004626381],"study_design_scores_gemma":[0.00002726774,0.00004825146,0.0004490611,0.0002737607,0.00002607988,0.00016525,0.005217739,0.002000147,0.0004904995,0.9267759,0.0644844,0.00004163878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07529762,0.003613215,0.1001364,0.1918557,0.001017604,0.0001576387,0.00004283774,0.0002234484,0.6276555],"genre_scores_gemma":[0.9675301,0.0008229469,0.008330669,0.01143456,0.0001815768,0.00008677532,0.00001431376,0.00008272171,0.01151632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03094254,"threshold_uncertainty_score":0.1636418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004463352556826328,"score_gpt":0.2507004052102231,"score_spread":0.2462370526533968,"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."}}