{"id":"W4410049359","doi":"10.33137/ijournal.v10i2.45419","title":"Access to Justice and Information Ethics","year":2025,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Sociology; Political science; Engineering ethics; Environmental ethics; Law; Philosophy; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01487033,0.000192969,0.000505996,0.0020754,0.01623476,0.02014694,0.001051307,0.007327952,0.005917338],"category_scores_gemma":[0.02831546,0.000304178,0.0003586942,0.002569131,0.08243843,0.009208056,0.009335097,0.004719588,0.000703007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02843378,"about_ca_system_score_gemma":0.0465326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1838313,"about_ca_topic_score_gemma":0.1752565,"domain_scores_codex":[0.9722465,0.01321833,0.001234613,0.001717453,0.007379036,0.004204053],"domain_scores_gemma":[0.9694127,0.01802062,0.002237633,0.002035824,0.004301972,0.003991325],"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":[0.00001043974,0.00002309387,0.00197349,0.00008649714,0.000009145565,0.0002490264,0.02792048,0.0001175767,0.0001104764,0.9424551,0.01127014,0.01577449],"study_design_scores_gemma":[0.0000151502,0.00003259453,0.005579419,0.0007710674,0.00001219521,0.0002833708,0.02147331,0.0002514232,0.0001854063,0.6098027,0.3615467,0.00004667811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03647611,0.01808572,0.008402485,0.361705,0.0005959155,0.00009330501,0.0001194113,0.00005259911,0.5744695],"genre_scores_gemma":[0.9215221,0.009043426,0.002393199,0.03140699,0.0006846259,0.00007840092,0.0000437972,0.00004542095,0.03478199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1838313,"threshold_uncertainty_score":0.3655226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240263151911528,"score_gpt":0.4072207733683072,"score_spread":0.3548181418491919,"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."}}