{"id":"W3112545010","doi":"10.35718/pikat.v1i1.292","title":"SAFE (SMART AND FUN EDUCATION)","year":2020,"lang":"id","type":"article","venue":"Jurnal Pengabdian Kepada Masyarakat ITK (PIKAT)","topic":"English Language Learning and Teaching","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inuit Tapiriit Kanatami","funders":"","keywords":"Humanities; Art; Psychology; Sociology","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001017341,0.0007631991,0.0007845691,0.0002818444,0.001055639,0.001772937,0.001567382,0.0003353026,0.0006011644],"category_scores_gemma":[0.001213556,0.0007974513,0.0003005794,0.0009190681,0.0002162678,0.001514154,0.0007896947,0.002574268,0.001555365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740431,"about_ca_system_score_gemma":0.001199848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002946023,"about_ca_topic_score_gemma":0.00008315167,"domain_scores_codex":[0.9946966,0.0008368402,0.0009000731,0.001510188,0.0009295763,0.001126708],"domain_scores_gemma":[0.9962757,0.0004670763,0.0004908749,0.0009510411,0.0002604261,0.001554923],"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":[0.0002998112,0.00120173,0.06605168,0.001674807,0.0005885981,0.002102441,0.09664428,0.0002389374,0.003698895,0.02835323,0.1321637,0.6669819],"study_design_scores_gemma":[0.002594186,0.001240322,0.04661911,0.00103332,0.0002786414,0.0009132715,0.006359784,0.01854705,0.0009579353,0.0004776124,0.9181783,0.002800512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6634271,0.03093184,0.0239382,0.07541945,0.01111637,0.001746912,0.00006946676,0.001375848,0.1919748],"genre_scores_gemma":[0.9639148,0.0004150914,0.008518511,0.011296,0.003022774,0.00002375733,0.00003104578,0.0001116432,0.01266644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7860146,"threshold_uncertainty_score":0.9997268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402119850766037,"score_gpt":0.231526819603228,"score_spread":0.2175056210955677,"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."}}