{"id":"W31560363","doi":"10.1039/c9dt03143j","title":"MÉTODE ROLE PLAYING PIKEUN NGARONJATKEUN KAMAMPUH NYARITA NGAGUNAKEUN TATAKRAMA BASA SUNDA (STUDI KUASI ÉKSPÉRIMÉN KA SISWA KELAS VIIA SMP YAS BANDUNG TAUN AJARAN 2013/2014)","year":2014,"lang":"en","type":"article","venue":"","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Humanities; Psychology; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003264254,0.0007886275,0.000902037,0.0004265573,0.0009941811,0.0007221226,0.002636518,0.0003602279,0.0004428333],"category_scores_gemma":[0.001052853,0.0007018434,0.0003485933,0.0008136649,0.0002421999,0.001321676,0.0008880483,0.0009015258,0.0009701145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088866,"about_ca_system_score_gemma":0.0005593702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946814,"about_ca_topic_score_gemma":0.0005017779,"domain_scores_codex":[0.9935605,0.0009101324,0.001055946,0.001721367,0.0012161,0.001535933],"domain_scores_gemma":[0.9936005,0.002358183,0.0004407644,0.002208392,0.000444868,0.0009472666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000126903,0.00214901,0.0666194,0.0003407457,0.0005717844,0.00007243851,0.01407206,0.001096509,0.01399892,0.3950356,0.1529336,0.3529831],"study_design_scores_gemma":[0.004594306,0.0009069227,0.1178969,0.0003462689,0.0002358583,0.0002249694,0.002300641,0.0807001,0.009139352,0.04338561,0.7366761,0.003592966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.296785,0.002787309,0.6301779,0.01626838,0.008424401,0.001411097,0.00002911524,0.001270106,0.04284668],"genre_scores_gemma":[0.4568438,0.0002949311,0.5295569,0.004380295,0.001620916,0.0002138966,0.00005156509,0.0001135946,0.006924101],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5837425,"threshold_uncertainty_score":0.9998078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599571473477772,"score_gpt":0.2708908020126419,"score_spread":0.2548950872778641,"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."}}