{"id":"W4321099601","doi":"10.5430/wjel.v13n2p295","title":"Current State and Difficulties in Chinese MTI Teachers’ Professional Development","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Promotion (chess); Sample (material); Mathematics education; Psychology; Medical education; Pedagogy; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004739724,0.0002116808,0.000392593,0.002279308,0.003260117,0.002317979,0.0008998707,0.0006224995,0.002227255],"category_scores_gemma":[0.007611483,0.0003821489,0.0002739324,0.004596572,0.001838006,0.001845831,0.00198728,0.000514554,0.0004384236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00387982,"about_ca_system_score_gemma":0.01003382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05576623,"about_ca_topic_score_gemma":0.03310072,"domain_scores_codex":[0.9953975,0.0008278733,0.0009718449,0.000524424,0.001223382,0.001054951],"domain_scores_gemma":[0.9929026,0.00119293,0.001630353,0.0004118721,0.002041221,0.001821101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001634508,0.0001553905,0.5413181,0.00101124,0.00003348211,0.001901021,0.2878964,0.0001923661,0.003076684,0.00261463,0.002946301,0.1586909],"study_design_scores_gemma":[0.00003403176,0.0002018922,0.7606288,0.0003435213,0.00003783296,0.002706297,0.2077485,0.0008079999,0.001280826,0.0008554792,0.02525924,0.00009551072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889098,0.002084942,0.0002127045,0.002477976,0.00003489645,0.00001745279,0.00005552944,0.00002330983,0.006183474],"genre_scores_gemma":[0.9963825,0.001248165,0.0001857586,0.0001959643,0.00001362821,0.00002243805,0.00006471549,0.000005259584,0.001881546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05576623,"threshold_uncertainty_score":0.1108832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461360611232436,"score_gpt":0.2949337710965723,"score_spread":0.2703201649842479,"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."}}