{"id":"W2981201564","doi":"10.22364/htqe.2019.07","title":"Investigation of Latvian Language Program Management Models in Major Worldwide Universities","year":2019,"lang":"en","type":"article","venue":"","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latvian; Bachelor; Beijing; China; Mathematics education; Chinese as a foreign language; Quarter (Canadian coin); Computer science; Foreign language; Medical education; Psychology; Political science; Linguistics; Geography; Medicine","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":[0.006406449,0.0003134957,0.0002177275,0.003066974,0.004027228,0.005092766,0.001507435,0.0007273357,0.001546391],"category_scores_gemma":[0.009355797,0.0002944242,0.0002711712,0.004520957,0.001520833,0.002189474,0.003301449,0.000852587,0.0001919337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009128458,"about_ca_system_score_gemma":0.01252474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009609099,"about_ca_topic_score_gemma":0.02048169,"domain_scores_codex":[0.9938653,0.003146534,0.0002964147,0.0003762783,0.001092836,0.001222625],"domain_scores_gemma":[0.9907136,0.002088865,0.002500084,0.0003179005,0.002014033,0.002365455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001590713,0.0008383578,0.4291657,0.0004908586,0.0000522832,0.003236518,0.3766476,0.0007777381,0.00425673,0.01282571,0.002407121,0.1691422],"study_design_scores_gemma":[0.00001149055,0.000342958,0.3353235,0.0003710167,0.0000332012,0.0006888531,0.6368685,0.002376107,0.001304918,0.0007468329,0.02188424,0.00004831658],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912702,0.0002438792,0.0006757647,0.0005973661,0.00001113674,0.00008175455,0.00001731428,0.00001820447,0.007084433],"genre_scores_gemma":[0.9978757,0.0002078561,0.0005687247,0.00006527192,0.000003994144,0.00005197211,0.0000355642,0.000004806123,0.001186151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009609099,"threshold_uncertainty_score":0.06623185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343017584660899,"score_gpt":0.3347954552741569,"score_spread":0.3113652794275479,"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."}}