{"id":"W4323537211","doi":"10.1017/9781009344999.003","title":"Global Policymaking","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Global governance; Collective action; Political science; Order (exchange); Politics; Corporate governance; Variety (cybernetics); Field (mathematics); Action (physics); Bricolage; Public good; Epistemology; Sociology; Positive economics; Economics; Neoclassical economics; Law; Management; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001857666,0.0002754535,0.0003173376,0.000109611,0.0006434667,0.0001019447,0.0007396218,0.0005898079,0.000005322574],"category_scores_gemma":[0.00003480037,0.000373667,0.000268446,0.00002739566,0.0005235336,0.0000965437,0.000391186,0.000302045,0.0001058995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007323348,"about_ca_system_score_gemma":0.0003776037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009811579,"about_ca_topic_score_gemma":0.002299929,"domain_scores_codex":[0.9983504,0.00006254593,0.0001454643,0.000432542,0.0005110942,0.0004979723],"domain_scores_gemma":[0.9989993,0.00005598236,0.0001646168,0.0003480173,0.0001607233,0.0002713843],"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":[0.00001472497,0.000003249124,0.000007248149,0.00002199224,0.00006325421,0.0002657038,0.0002782981,0.000002592954,1.935732e-7,0.9381106,0.06056338,0.0006687349],"study_design_scores_gemma":[0.0001766,0.00001369881,0.00002616619,0.0001116135,0.0001069722,0.000002208662,0.0004660822,0.00002142662,2.075717e-7,0.000400629,0.998306,0.0003684005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001119143,0.00005070996,0.00005220973,0.0001095843,0.0005594478,0.0002891042,0.0006285159,0.0004792136,0.9977193],"genre_scores_gemma":[0.001364051,0.0003247674,0.00002398628,0.000133113,0.0003780457,2.262475e-7,0.00004340026,0.00002889451,0.9977035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9377426,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03613645017725535,"score_gpt":0.2642792000611912,"score_spread":0.2281427498839358,"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."}}