{"id":"W2376710210","doi":"","title":"Analysis on Course Offerings and Training Plans for MA Program in TESL in the USA-Taking Minnesota State University,Mankato as an example","year":2007,"lang":"en","type":"article","venue":"Journal of Bingtuan Education Institute","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Course (navigation); Training (meteorology); State (computer science); Medical education; Psychology; Mathematics education; Medicine; Computer science; Engineering; Geography; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003992909,0.00008642147,0.0001661175,0.0006431172,0.0003308746,0.0001714179,0.0002875854,0.00005723702,0.00003407619],"category_scores_gemma":[0.0004564638,0.0000787685,0.00005166337,0.001242234,0.0001509759,0.001144785,0.000007843704,0.0002768857,0.000001791876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080909,"about_ca_system_score_gemma":0.001156818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007568628,"about_ca_topic_score_gemma":0.04648066,"domain_scores_codex":[0.9987338,0.0002307796,0.0003222201,0.0001627984,0.0003152576,0.0002351958],"domain_scores_gemma":[0.9983898,0.0005436226,0.0006565779,0.000114403,0.0001754727,0.0001200583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001419201,0.0009513442,0.4155862,0.00001438044,0.00008375255,0.00001633236,0.483032,0.0008670189,0.00002441447,0.01308548,0.0001158104,0.08608137],"study_design_scores_gemma":[0.0003069527,0.0001792649,0.5550303,0.00006229086,0.00009809829,0.000008203797,0.1536646,0.00003705113,0.000003916455,0.000143856,0.2903631,0.0001023332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934367,0.00002924425,0.0002344794,0.003442093,0.000480729,0.0002182299,0.000001199677,0.000008929704,0.002148408],"genre_scores_gemma":[0.9960225,0.00004793641,0.00290451,0.0003519043,0.00022596,0.000004373765,0.00000460902,0.000005943555,0.0004322894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3293673,"threshold_uncertainty_score":0.9990401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0948787799062047,"score_gpt":0.4193791143523917,"score_spread":0.324500334446187,"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."}}