{"id":"W4415696511","doi":"10.31261/rias.18383","title":"Afterword: Border Theory in Practice North of the US-Mexican Borderlands - Further Perspectives on the Canada-US Border","year":2025,"lang":"en","type":"article","venue":"Review of International American Studies","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Field (mathematics); Empirical research; Interpretation (philosophy); Social theory; Collective action","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000833395,0.0001212943,0.0002923723,0.00006208739,0.0002007479,0.00002155013,0.000405253,0.0000124772,0.0002589606],"category_scores_gemma":[0.005153637,0.00006722711,0.00009240396,0.0008378341,0.0008351128,0.0001006899,0.00007700553,0.0001582276,0.000001386543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563655,"about_ca_system_score_gemma":0.0007446486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1343019,"about_ca_topic_score_gemma":0.6338502,"domain_scores_codex":[0.9982324,0.0005266675,0.0003994528,0.0001826323,0.0005305462,0.0001282574],"domain_scores_gemma":[0.9974432,0.0008188983,0.0003680974,0.0002072396,0.001146125,0.00001644165],"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":[0.0002615496,0.0008274328,0.1646921,0.0004447987,0.001729811,0.000002514393,0.07779933,0.0001344558,0.00001919099,0.6353489,0.03619235,0.08254766],"study_design_scores_gemma":[0.0001528249,0.00005249033,0.1035295,0.001567284,0.00006018377,3.153348e-7,0.1493746,0.00001410722,0.00002033799,0.0001192278,0.7449899,0.0001192164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3176779,0.1053771,0.00008770153,0.3559433,0.001119947,0.001480516,0.0001000107,0.0000270446,0.2181865],"genre_scores_gemma":[0.8897524,0.09687272,0.00004242106,0.01088342,0.00005602665,0.00005831003,0.000002965703,0.000005684573,0.002326094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7087976,"threshold_uncertainty_score":0.8714629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061778531147079,"score_gpt":0.3999909627787898,"score_spread":0.389373177467319,"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."}}