{"id":"W4301750777","doi":"","title":"Borders, Risks, Exclusions","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001662143,0.0002104391,0.0004098178,0.0004606585,0.001588477,0.002935324,0.001977294,0.0001463169,0.03357579],"category_scores_gemma":[0.001022285,0.0001927609,0.0001626475,0.001365801,0.0002330785,0.003428015,0.0002250148,0.0003588996,0.00006187663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430076,"about_ca_system_score_gemma":0.0005064238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007086407,"about_ca_topic_score_gemma":0.003523113,"domain_scores_codex":[0.9973876,0.0003721864,0.0006519372,0.0003385636,0.0008591855,0.0003905391],"domain_scores_gemma":[0.9981018,0.0001728622,0.0004463366,0.0003296624,0.0006432882,0.0003060203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001502316,0.0008541106,0.1200756,0.00001449374,0.0001008176,0.00001882619,0.008768637,0.0003097569,0.04876174,0.0252187,0.5609266,0.2348005],"study_design_scores_gemma":[0.000449423,0.00001787123,0.4330892,0.0001295813,0.00003639922,0.00000174945,0.001518172,0.0001210677,0.00273416,0.01370128,0.5477823,0.0004188046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6888302,0.01465779,0.00244494,0.01262649,0.001941852,0.001307836,0.00005724452,0.0002176426,0.277916],"genre_scores_gemma":[0.980978,0.01347617,0.0002115006,0.001684653,0.000360669,0.00001336394,0.00001673459,0.00001839169,0.003240546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3130136,"threshold_uncertainty_score":0.9997113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3657738763601515,"score_gpt":0.6622872254521844,"score_spread":0.2965133490920329,"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."}}