{"id":"W2344734204","doi":"10.1080/08865655.2016.1165134","title":"Survival Strategy, Victimless Crime or Challenge to Nation-states? Exploring Informality in Cross-Border Regions","year":2015,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Criminology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325258,0.0001617656,0.0003924149,0.0002879897,0.0004887842,0.0003161902,0.0002026194,0.00007758939,0.00008747209],"category_scores_gemma":[0.002141453,0.0001211261,0.00007292028,0.0007033274,0.0001721556,0.001643615,0.0000592365,0.0002734187,0.00001254852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239608,"about_ca_system_score_gemma":0.0007658682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008092127,"about_ca_topic_score_gemma":0.04185221,"domain_scores_codex":[0.9978526,0.0001644552,0.0007799827,0.0001500876,0.0007297581,0.0003231386],"domain_scores_gemma":[0.9964763,0.0002020435,0.000286899,0.0001192167,0.002699259,0.0002162741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001535426,0.0008895582,0.05121984,0.0000984152,0.0004529095,0.00009149213,0.8344917,0.01743234,0.00002359187,0.04613785,0.01642545,0.03120148],"study_design_scores_gemma":[0.003230726,0.001161777,0.03394096,0.000206173,0.00003285444,0.00001099874,0.5070438,0.0002696574,0.00005115719,0.001669406,0.451879,0.0005034769],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455585,0.001544156,0.0008865023,0.01486527,0.00253552,0.0004029647,0.00001245825,0.00005752077,0.03413709],"genre_scores_gemma":[0.9930567,0.003652685,0.0002046231,0.0002414074,0.0005234689,0.00002720754,0.000003780775,0.00001232339,0.002277777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4354535,"threshold_uncertainty_score":0.9756315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2549762204546941,"score_gpt":0.4937097475734053,"score_spread":0.2387335271187112,"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."}}