{"id":"W4383613020","doi":"10.1093/isq/sqad049","title":"Checking for Updates: Ratification, Design, and Institutional Adaptation","year":2023,"lang":"en","type":"article","venue":"International Studies Quarterly","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Ratification; Treaty; Context (archaeology); Adaptation (eye); Political science; State (computer science); Welfare economics; Law and economics; Sociology; Computer science; Law; Psychology; Economics; Politics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007529448,0.00008982116,0.00009707631,0.0002131418,0.0009362359,0.000113114,0.0001679243,0.00005230951,0.0000370493],"category_scores_gemma":[0.0005491699,0.00008973788,0.00004842988,0.0002265746,0.0002641628,0.0003937135,0.00001672491,0.00005142612,0.00009620906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781336,"about_ca_system_score_gemma":0.0001190694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207278,"about_ca_topic_score_gemma":0.0001174868,"domain_scores_codex":[0.9989457,0.00005285485,0.0002549338,0.0002069125,0.0003581143,0.0001814836],"domain_scores_gemma":[0.9986359,0.0005062022,0.0001035523,0.00006134873,0.0006468602,0.0000461448],"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":[0.00002267453,0.00001734916,0.0001380827,0.000005107901,0.0001289371,0.000001143363,0.02085285,0.000760428,0.00005134533,0.9460384,0.005963767,0.02601996],"study_design_scores_gemma":[0.001086354,0.000247208,0.006488465,0.00008461015,0.00004092979,0.000005065363,0.04342796,0.06553134,0.00006741705,0.4941326,0.3884957,0.000392297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07394081,0.001708339,0.7892543,0.03435975,0.004077037,0.002615015,0.00022457,0.0008357257,0.09298447],"genre_scores_gemma":[0.9878609,0.0005838129,0.006701333,0.0002331151,0.0006883991,0.0003365277,0.0001217527,0.00001094855,0.003463222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9139201,"threshold_uncertainty_score":0.7200865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526781850048818,"score_gpt":0.420963958006438,"score_spread":0.2682857730015562,"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."}}