{"id":"W4409588452","doi":"10.2991/978-94-6463-700-7_20","title":"AI Acts in Focus: Comparative Insights from the European Union and Canada for India’s Policy Evolution","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems research/Advances in Intelligent Systems Research","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"European union; Focus (optics); Political science; Regional science; International trade; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.003556638,0.0003315336,0.0005081575,0.005784833,0.01157683,0.0154971,0.002114323,0.001969098,0.008454668],"category_scores_gemma":[0.01069706,0.0003293401,0.0005155568,0.02071551,0.00685206,0.002942001,0.00375556,0.003405876,0.0003848772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1136796,"about_ca_system_score_gemma":0.1112883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638718,"about_ca_topic_score_gemma":0.9760327,"domain_scores_codex":[0.9924219,0.0008050826,0.0001880421,0.0003503771,0.002934963,0.00329966],"domain_scores_gemma":[0.9927094,0.00254581,0.000685929,0.0002308017,0.00281927,0.001008838],"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":[0.0002061082,0.0000987674,0.02036491,0.0003839326,0.00008413554,0.000864647,0.04922238,0.0008715312,0.0002480392,0.8284499,0.03925931,0.05994628],"study_design_scores_gemma":[0.00004788943,0.00005252827,0.1749907,0.001372143,0.0001782017,0.0003127101,0.1901778,0.0006752465,0.0006944006,0.01463175,0.6167091,0.0001575476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2517941,0.02381265,0.0004392535,0.02932112,0.0002451724,0.00006235687,0.0009117885,0.00004414264,0.6933695],"genre_scores_gemma":[0.9541081,0.01000583,0.0003063844,0.004715442,0.00003984222,0.00003356191,0.0005073287,0.00005745044,0.03022608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1136796,"threshold_uncertainty_score":0.8248071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359684010273194,"score_gpt":0.3751835408781383,"score_spread":0.2392151398508189,"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."}}