{"id":"W4414833949","doi":"10.29173/alr2843","title":"The Scope and Meaning of Reasonableness Review After Vavilov","year":2025,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Legitimacy; Normative; Meaning (existential); Citizenship","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":[0.07334439,0.0003687738,0.001462629,0.006620866,0.01037932,0.01992084,0.002729079,0.009166846,0.0009719172],"category_scores_gemma":[0.132996,0.0006153593,0.0007842865,0.0061078,0.04859564,0.01019838,0.004938597,0.01138379,0.0002248554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0711479,"about_ca_system_score_gemma":0.1447194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4641186,"about_ca_topic_score_gemma":0.3952639,"domain_scores_codex":[0.9097165,0.03922348,0.004716779,0.007473809,0.03372603,0.005143384],"domain_scores_gemma":[0.8598342,0.08997566,0.003344487,0.00370801,0.03957205,0.003565614],"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":[0.00001297991,0.000004050671,0.0002162217,0.0002416776,0.00001034188,0.00006249108,0.002761855,0.0002576552,0.00008573403,0.9515949,0.03162145,0.0131306],"study_design_scores_gemma":[0.00002687264,0.00002700765,0.001344972,0.002644019,0.00003875354,0.0000962226,0.0030094,0.0004518892,0.0003292245,0.3105157,0.6813874,0.0001286049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005883458,0.2534823,0.01753267,0.6513584,0.0114776,0.0001030131,0.0001133562,0.00009573772,0.0599534],"genre_scores_gemma":[0.5766967,0.09520224,0.01759792,0.2778767,0.008922257,0.0003871721,0.0001595904,0.0002701245,0.02288733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5358814,"threshold_uncertainty_score":0.9228343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558023328171411,"score_gpt":0.3190591725691433,"score_spread":0.3034789392874292,"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."}}