{"id":"W4313256458","doi":"10.46451/ijclt.20230102","title":"加拿大汉语教育状况及发展","year":2022,"lang":"zh","type":"article","venue":"International Journal of Chinese Language Teaching","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006063598,0.0003076217,0.0004414098,0.0008792057,0.0005299029,0.0005653583,0.004321659,0.00005759267,0.001408662],"category_scores_gemma":[0.001155938,0.0002704866,0.0004698096,0.0003540038,0.00004760557,0.0009363086,0.001129222,0.002712231,0.00003109719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005468068,"about_ca_system_score_gemma":0.0004854017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001917646,"about_ca_topic_score_gemma":0.000005849624,"domain_scores_codex":[0.9938378,0.002213626,0.001083983,0.0003392122,0.002190975,0.0003344328],"domain_scores_gemma":[0.9970135,0.000632358,0.001329884,0.0004873307,0.0002973637,0.0002395669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002422089,0.002270837,0.02976178,0.0000324213,0.001204932,0.003554053,0.4526212,0.005815371,0.004697393,0.08267826,0.006583217,0.4105383],"study_design_scores_gemma":[0.01675317,0.003101198,0.1142872,0.0008282644,0.0004217837,0.04730431,0.04875236,0.06762689,0.0004359091,0.1225821,0.5732842,0.004622629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7204477,0.003693331,0.1968175,0.01832461,0.03386609,0.0001439569,0.00004230054,0.00009701782,0.02656753],"genre_scores_gemma":[0.9491931,0.0000187993,0.04209804,0.002352961,0.003183779,0.000004420628,0.00001046422,0.00003506829,0.003103372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.566701,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501015720607781,"score_gpt":0.3709268117972388,"score_spread":0.355916654591161,"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."}}