{"id":"W6964014275","doi":"10.25358/openscience-7765","title":"Language and identity in exile: latvians in Canada","year":2022,"lang":"en","type":"dissertation","venue":"Gutenberg Open Science","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Context (archaeology); Identity (music); Immigration; Language politics","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":[],"consensus_categories":[],"category_scores_codex":[0.001522625,0.0001499878,0.0003468746,0.0002368032,0.0009731369,0.0000552145,0.001401317,0.00006507775,0.000822406],"category_scores_gemma":[0.0003574986,0.0001432078,0.00001194302,0.001271193,0.00006155296,0.0006073461,0.001002412,0.0007313543,0.00001643237],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121416,"about_ca_system_score_gemma":0.006815893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913075,"about_ca_topic_score_gemma":0.9998432,"domain_scores_codex":[0.9977678,0.0001641662,0.0004220507,0.0005449809,0.0005680266,0.0005329877],"domain_scores_gemma":[0.9991819,0.0001668686,0.0001871326,0.0003142032,0.00006156626,0.00008832714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011034,0.00007625082,0.7591611,0.0006436794,0.00001648091,0.0006249186,0.2057714,0.00001981055,0.000597817,0.004586554,0.02005031,0.008350605],"study_design_scores_gemma":[0.0002910408,0.000009824332,0.8146759,0.0001876648,0.000003729173,6.539287e-7,0.1813527,0.00001927921,0.00000731894,0.0002090192,0.003081761,0.0001610584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099916,0.0005689134,1.85229e-7,0.0002788815,0.001450213,0.0008331501,0.00004858177,0.000006645573,0.08682179],"genre_scores_gemma":[0.9611381,0.0002405761,0.00007189438,0.000719831,0.0000352665,0.0004140385,0.00009315911,0.00001744941,0.03726973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05551485,"threshold_uncertainty_score":0.9988145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04329629222263567,"score_gpt":0.4788933428728213,"score_spread":0.4355970506501857,"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."}}