{"id":"W2939731714","doi":"10.18733/cpi29468","title":"Part 6: Are we there yet? Life after UWI","year":2019,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; History","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":[0.001880366,0.0002927986,0.0002885985,0.0003679559,0.02084472,0.006377823,0.000839854,0.002153639,0.01345962],"category_scores_gemma":[0.00285752,0.0002215009,0.0002484136,0.0008874916,0.007742873,0.005031495,0.005023513,0.006033096,0.001175678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007100993,"about_ca_system_score_gemma":0.008579318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08617998,"about_ca_topic_score_gemma":0.1614858,"domain_scores_codex":[0.9985048,0.0007319086,0.00001897891,0.00007030155,0.00008160288,0.0005924833],"domain_scores_gemma":[0.9983576,0.0004344188,0.0001447989,0.00005822856,0.0002590794,0.0007457969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001792328,0.00005329071,0.00316656,0.00005480251,0.000002077718,0.0007163021,0.9513606,0.0000121898,0.0003247742,0.02030857,0.01738248,0.006600411],"study_design_scores_gemma":[0.000001087042,0.00001077728,0.001665832,0.00005520223,0.000001043048,0.00007715471,0.9475778,0.000004361922,0.0001035084,0.0005176007,0.04998219,0.000003456182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6612429,0.003800843,0.0007527316,0.1607352,0.003556787,0.000154277,0.0002739731,0.00002889059,0.1694545],"genre_scores_gemma":[0.8871177,0.002127508,0.0002356449,0.01506589,0.0003026614,0.00008967925,0.00008516449,0.00005566145,0.09491997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08617998,"threshold_uncertainty_score":0.1713567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5526055285162659,"score_gpt":0.4533819759187155,"score_spread":0.09922355259755034,"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."}}