{"id":"W4388083868","doi":"10.4324/9781003395232","title":"A New Approach to Global Studies from the Perspective of Small Nations","year":2023,"lang":"en","type":"book","venue":"","topic":"World Systems and Global Transformations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"University of Cambridge; Australian Government","keywords":"Perspective (graphical); Political science; Regional science; Geography; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002014636,0.001025238,0.0006198097,0.003425425,0.004839819,0.009300861,0.001376666,0.002516767,0.006681199],"category_scores_gemma":[0.001825987,0.0002345908,0.0004370412,0.005257071,0.01962896,0.01209804,0.002923553,0.005698578,0.0008686276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0102786,"about_ca_system_score_gemma":0.005829632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02147142,"about_ca_topic_score_gemma":0.04235182,"domain_scores_codex":[0.9984919,0.0009981028,0.00002413321,0.0001252403,0.0002070338,0.0001535649],"domain_scores_gemma":[0.9983717,0.001053091,0.00007231637,0.0001476583,0.0001872691,0.0001680744],"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":[0.000001481195,0.000003678305,0.00007847354,0.00003471493,0.000001577983,0.00002921113,0.004859366,0.00007530659,0.00003037127,0.9674595,0.02353319,0.003893238],"study_design_scores_gemma":[0.000002978768,0.000005437841,0.0002768771,0.000151948,0.000002907623,0.00005488449,0.008437452,0.0002037361,0.00003904526,0.3317581,0.6590614,0.000005234535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004837838,0.04705378,0.01591702,0.1155617,0.003726139,0.00004520267,0.0001802284,0.0001124744,0.8125656],"genre_scores_gemma":[0.4718537,0.07502746,0.02702265,0.0553328,0.007608624,0.0005535093,0.0004088861,0.0005795116,0.3616129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02147142,"threshold_uncertainty_score":0.0745768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085528430010442,"score_gpt":0.3624292807474233,"score_spread":0.2538764377463791,"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."}}