{"id":"W2800414888","doi":"10.7939/r3s46hd64","title":"Oral proficiency testing for grade six students in a German-English bilingual school in Edmonton, Alberta","year":2000,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"German; Mathematics education; Psychology; Pedagogy; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0000241486,0.000131661,0.0001854719,0.0000357295,0.0001337846,0.00005725193,0.000200796,0.0000154508,0.0003948078],"category_scores_gemma":[0.00005505149,0.0001257517,0.00001589846,0.00004480466,0.00006752925,0.0001978454,0.00003418728,0.0001131707,8.357253e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001124301,"about_ca_system_score_gemma":0.001604428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05153709,"about_ca_topic_score_gemma":0.7015355,"domain_scores_codex":[0.9985335,0.00004055911,0.0003342917,0.0002067041,0.000604909,0.0002800526],"domain_scores_gemma":[0.9992571,0.0004183777,0.00007440059,0.0001093639,0.000001791652,0.000138899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004424724,0.0004167754,0.6558022,0.0003425958,0.00004176491,0.00005209101,0.03026611,0.0001061835,0.0002785988,0.3001097,0.001994444,0.01014698],"study_design_scores_gemma":[0.002793514,0.0003344673,0.2812902,0.000446033,0.00003204475,0.000003567642,0.04657398,0.002887195,0.001718251,0.005487821,0.6575813,0.000851605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.716767,0.00006578029,3.056139e-7,0.0007794593,0.0002669917,0.0002515762,0.00005747725,0.000005492609,0.2818059],"genre_scores_gemma":[0.9617647,0.00000993609,0.0001503954,0.001006796,0.0002604659,0.00002280524,0.00000899502,0.00001357563,0.03676234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6555868,"threshold_uncertainty_score":0.9547788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578531395012925,"score_gpt":0.2272471097030337,"score_spread":0.2114617957529044,"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."}}