{"id":"W7110633638","doi":"","title":"Cross-border commuters in the Greater Region SaarLorLux (1998-2008)","year":2010,"lang":"de","type":"preprint","venue":"Open Repository and Bibliography (University of Luxembourg)","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Quarter (Canadian coin); Government (linguistics); Subject (documents)","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001716415,0.0004145658,0.0006243441,0.005145242,0.002927357,0.002681683,0.002074716,0.0008322008,0.0004705609],"category_scores_gemma":[0.000005637897,0.0003803498,0.0004408307,0.009350101,0.002419,0.001573439,0.0008729266,0.00135903,0.00002197891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003374194,"about_ca_system_score_gemma":0.0002577428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03065408,"about_ca_topic_score_gemma":0.00787226,"domain_scores_codex":[0.9966092,0.0009596729,0.0004857863,0.0008509511,0.0006538276,0.0004405397],"domain_scores_gemma":[0.9976748,0.0001896727,0.0006401705,0.0008457099,0.000459366,0.0001903113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001008333,0.001021166,0.8588116,0.0003244841,0.0005391147,0.0002904169,0.09239362,0.00007879292,0.0008238212,0.003338444,0.03467435,0.006695908],"study_design_scores_gemma":[0.00200315,0.0002973427,0.4893439,0.0004277031,0.0002728883,0.00004428332,0.03783502,0.0002404734,0.0001010273,0.0003375552,0.4682008,0.0008958189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254982,0.0008355325,0.0003880358,0.003008421,0.001433501,0.002165723,0.00005642156,0.00004469739,0.06656945],"genre_scores_gemma":[0.9843639,0.006540262,0.0003298809,0.0003946155,0.0002488364,0.000009701301,0.00008864183,0.00001925846,0.008004888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4335265,"threshold_uncertainty_score":0.9998648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797707021004026,"score_gpt":0.3420961772589888,"score_spread":0.3141191070489486,"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."}}