{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"fcc839633a73","filters":{"venue":"Artificial intelligence and the rule of law"}},"results":[{"id":"W7095003013","doi":"10.1007/978-3-031-97389-5_7","title":"Towards a General Principle of Vulnerability: Is Private Law Ready for the Digital Age?","year":2025,"lang":"en","type":"book-chapter","venue":"Artificial intelligence and the rule of law","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Normative; Vulnerability (computing); Private law; Principle of legality; Work (physics); Corporate governance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1432441471907275,"gpt":0.3975401208869131,"spread":0.2542959736961856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004945355,0.0005553105,0.0009222843,0.001312375,0.003789059,0.01250407,0.001828615,0.008019509,0.009280097],"category_scores_gemma":[0.01109711,0.0004326319,0.0006943746,0.00135751,0.04419952,0.02792277,0.005353543,0.009696019,0.001786405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004355458,"about_ca_system_score_gemma":0.00422436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259495,"about_ca_topic_score_gemma":0.001809373,"domain_scores_codex":[0.9965395,0.00158474,0.00009853209,0.0005625925,0.0008293537,0.0003853981],"domain_scores_gemma":[0.9947107,0.003431427,0.0002792599,0.0007848591,0.0005133803,0.0002804448],"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":[8.986938e-7,0.000001543013,0.00001385594,0.000003504246,5.41564e-7,0.000004733944,0.0001220779,0.00004395412,0.000009132541,0.998338,0.0007247615,0.0007369643],"study_design_scores_gemma":[8.516344e-7,9.417558e-7,0.00001389926,0.000009636942,3.868919e-7,0.000008366032,0.0000772527,0.00009536943,0.00001735164,0.9926278,0.007146772,0.000001398079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01375596,0.005292337,0.1149012,0.1321788,0.00109376,0.00007532472,0.0001770745,0.0001106884,0.7324149],"genre_scores_gemma":[0.836209,0.005643188,0.02990705,0.02068442,0.002267525,0.0003313078,0.0001656919,0.0002673292,0.1045246],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01250407,"threshold_uncertainty_score":0.03160125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}