{"id":"W4282837168","doi":"10.3224/bios.v33i2.09","title":"Maria Kontos: Die desintegrativen Folgen des öffentlichen Integrationsdiskurses. Eine biographieanalytische Untersuchung mit Migrantinnen und Migranten, Opladen, Berlin, Toronto: Verlag Barbara Budrich (Qualitative Fall- und Prozessanalysen. Biographie – Interaktion – soziale Welten, Band 19), 231 Seiten, 24,90 €.","year":2022,"lang":"de","type":"article","venue":"BIOS – Zeitschrift für Biographieforschung Oral History und Lebensverlaufsanalysen","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.0064792,0.00314138,0.003870235,0.006414107,0.009548559,0.0006941116,0.003299471,0.001679526,0.003260925],"category_scores_gemma":[0.001157903,0.003048799,0.005136666,0.01157554,0.01150034,0.002420582,0.0007456338,0.003068486,0.0002467276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002349307,"about_ca_system_score_gemma":0.00165148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2256291,"about_ca_topic_score_gemma":0.2372125,"domain_scores_codex":[0.9766371,0.00826923,0.004141086,0.004239107,0.003139597,0.003573849],"domain_scores_gemma":[0.9886462,0.001801978,0.003309454,0.002248514,0.002219852,0.001773997],"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":[0.003390612,0.004441999,0.1518373,0.000515282,0.0734317,0.0002459086,0.2573011,0.0001582941,0.002720335,0.01153679,0.4914306,0.002990045],"study_design_scores_gemma":[0.003655307,0.001608203,0.02007265,0.0004562866,0.02873252,0.00001519865,0.2656471,0.0003030695,0.0001264618,0.0007619638,0.6747501,0.003871078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1970156,0.760376,0.000846003,0.006474524,0.01905648,0.005156465,0.002981309,0.001141723,0.00695191],"genre_scores_gemma":[0.9446651,0.03666108,0.002840803,0.001550701,0.002790623,0.001249205,0.005060054,0.0004191609,0.00476326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7476495,"threshold_uncertainty_score":0.9996165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05626111983347076,"score_gpt":0.368091494041082,"score_spread":0.3118303742076112,"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."}}