{"id":"W4412226599","doi":"","title":"Working the Border:The Borderwork of Cross-border Commuters at the Danish-German border","year":2023,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Danish; German; Geography; Political science; Archaeology; Linguistics","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":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.004793053,0.0002818408,0.000429618,0.0003540719,0.006178383,0.0001762432,0.00243821,0.0003124271,0.02342085],"category_scores_gemma":[0.0003912632,0.0002287004,0.0004260899,0.002813315,0.007718509,0.0003158898,0.001054955,0.0008816069,0.001153193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480721,"about_ca_system_score_gemma":0.0006329817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02313995,"about_ca_topic_score_gemma":0.1217392,"domain_scores_codex":[0.9949316,0.001296575,0.0003799172,0.0005189709,0.002038304,0.0008345689],"domain_scores_gemma":[0.9956617,0.001161992,0.0005302567,0.001034669,0.001410803,0.0002005898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001707474,0.0005246961,0.1235751,0.0001488012,0.001111855,0.0001460209,0.7612686,0.0009855524,0.001649304,0.008812684,0.06888669,0.03118317],"study_design_scores_gemma":[0.0009428881,0.00007925718,0.006641254,0.0001091058,0.00007990668,0.000002825916,0.6787544,0.0005174783,0.00004329546,0.0002518673,0.3123045,0.000273195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172056,0.0002792911,0.0001866491,0.007326282,0.0001901401,0.000961402,0.000386371,0.00007760798,0.07338661],"genre_scores_gemma":[0.8433037,0.0004384413,0.00006105359,0.00007007911,0.00007866535,6.372414e-7,0.00006035995,0.00003377673,0.1559533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2434178,"threshold_uncertainty_score":0.9996246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423585406924173,"score_gpt":0.3918113608141914,"score_spread":0.3475755067449497,"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."}}