{"id":"W7095227151","doi":"","title":"ABSTRACT","year":2016,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Naturalization; Citizenship; Focus (optics); Immigration; Foreign language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005763815,0.0004348441,0.0003256335,0.001417614,0.002840571,0.005296413,0.001002687,0.001588219,0.2259135],"category_scores_gemma":[0.001685202,0.0001702023,0.0003589309,0.002776355,0.001253552,0.002001082,0.002036529,0.001120304,0.04420155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009382227,"about_ca_system_score_gemma":0.014984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3460242,"about_ca_topic_score_gemma":0.4235472,"domain_scores_codex":[0.998692,0.0001411237,0.00004726317,0.000198541,0.0005688798,0.0003522852],"domain_scores_gemma":[0.9992527,0.00006065087,0.00004000062,0.00006341878,0.0004312107,0.0001518731],"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":[0.00006828387,0.0000224363,0.001481257,0.0003786867,0.00001370615,0.0001809906,0.001138673,0.0001570282,0.0002524412,0.2214459,0.6244856,0.150375],"study_design_scores_gemma":[0.000002200702,0.000003120341,0.001579263,0.0001584148,0.000002481597,0.00003688519,0.0003871598,0.00001069811,0.0000442651,0.001266109,0.9965065,0.000002856317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003770681,0.01384055,0.0007035287,0.01035753,0.002247301,0.00004945743,0.003892825,0.0001657999,0.9649723],"genre_scores_gemma":[0.06643591,0.01283941,0.0008999028,0.006786706,0.0004642218,0.00006684637,0.00481339,0.000119719,0.9075739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7740865,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225879171185379,"score_gpt":0.3050587859156916,"score_spread":0.2827999942038378,"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."}}