{"id":"W4394753147","doi":"10.5430/wjel.v14n4p143","title":"Analyzing English Translation Studies of the Classic Chinese Novel Jin Ping Mei: A Critical Review and Reflection","year":2024,"lang":"en","type":"review","venue":"World Journal of English Language","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hubei Provincial Department of Education","keywords":"Intuition; Computer science; Translation studies; Translation (biology); Ping (video games); Data science; Natural language processing; Artificial intelligence; Linguistics; Epistemology; Chemistry; Philosophy","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":[0.02004785,0.0008554636,0.001711789,0.01144567,0.001879667,0.003983242,0.001562537,0.001691975,0.002179987],"category_scores_gemma":[0.06222604,0.0005792406,0.00100927,0.009932901,0.00412193,0.005607856,0.002015462,0.002634156,0.0005145292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004665264,"about_ca_system_score_gemma":0.01404954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004737006,"about_ca_topic_score_gemma":0.01141173,"domain_scores_codex":[0.9889941,0.00614809,0.001998845,0.0007395247,0.001865072,0.0002545146],"domain_scores_gemma":[0.9243431,0.06366421,0.002554013,0.001173982,0.007949003,0.0003156932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001672011,0.00008197391,0.002275031,0.3663624,0.0008370194,0.002294738,0.08459199,0.0002635641,0.001992209,0.03491123,0.03175518,0.4744676],"study_design_scores_gemma":[0.00002328257,0.0001354402,0.005339755,0.3656916,0.001385761,0.001472298,0.04644597,0.0001379814,0.001310614,0.004698889,0.5732766,0.00008178294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004832806,0.9820532,0.001096309,0.006501832,0.001340479,0.0001666181,0.00009589928,0.00001187008,0.003901108],"genre_scores_gemma":[0.03900019,0.9512067,0.002075835,0.005512403,0.000644539,0.0004271285,0.0001298668,0.00003209414,0.0009712814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02004785,"threshold_uncertainty_score":0.1060244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05586022174215477,"score_gpt":0.3951306993286039,"score_spread":0.3392704775864491,"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."}}