{"id":"W7161825961","doi":"10.82308/19389","title":"The Canadian Czech diaspora : bilingual and multilingual language inheritance and affiliations","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Diaspora; Heritage language; Inheritance (genetic algorithm); Qualitative research; Multilingualism","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":[],"consensus_categories":[],"category_scores_codex":[0.002294851,0.0004052588,0.000547172,0.001984313,0.02441432,0.004388909,0.001260903,0.0006605526,0.00521816],"category_scores_gemma":[0.003365432,0.0003929066,0.0002404099,0.003083046,0.00787113,0.00137911,0.005709195,0.001330117,0.0002932109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04293249,"about_ca_system_score_gemma":0.06265339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9663082,"about_ca_topic_score_gemma":0.9859529,"domain_scores_codex":[0.9965371,0.0007298601,0.00008531915,0.0003866231,0.0007273947,0.001533697],"domain_scores_gemma":[0.9979869,0.0003984431,0.0002033884,0.00007426131,0.0006182244,0.0007186587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001084172,0.00005217038,0.04433628,0.0001733398,0.00001127326,0.002605654,0.9253083,0.00007682568,0.001617669,0.008332027,0.002723752,0.01465437],"study_design_scores_gemma":[0.000004091995,0.00001171562,0.01887721,0.00007015742,0.000006751199,0.0002640396,0.9639936,0.00003247224,0.0001397133,0.0001315163,0.01644903,0.00001961657],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708201,0.0009085948,0.0002280958,0.001088101,0.00003046413,0.00009154115,0.000202176,0.00000732706,0.02662359],"genre_scores_gemma":[0.9945715,0.0005932022,0.0001915743,0.000283928,0.000003675503,0.00003648906,0.00005500313,0.000009275681,0.004255362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04293249,"threshold_uncertainty_score":0.3114985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724393216772695,"score_gpt":0.4635935106064,"score_spread":0.426349578438673,"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."}}