{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007615489,0.0008487154,0.0003617635,0.001287669,0.002810332,0.006153566,0.0008894167,0.001798786,0.2720231],"category_scores_gemma":[0.002190436,0.0002861703,0.0005460555,0.00136876,0.001189845,0.003500924,0.006669899,0.002249026,0.1269422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517292,"about_ca_system_score_gemma":0.003917846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217714,"about_ca_topic_score_gemma":0.008779661,"domain_scores_codex":[0.9990079,0.0001432885,0.00003851716,0.000130896,0.0004076781,0.0002718149],"domain_scores_gemma":[0.9984611,0.0001368834,0.00007970619,0.0001156537,0.0003338388,0.0008727201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000116774,0.0001354517,0.001393981,0.0005505873,0.000009286426,0.0004033293,0.001797013,0.000114876,0.001460152,0.02743501,0.5908853,0.3756982],"study_design_scores_gemma":[0.000006297159,0.00002677958,0.000954352,0.0001453268,0.000003477777,0.0001742175,0.0005945725,0.00004026357,0.0002986654,0.001953987,0.9957931,0.000008917785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00695786,0.006767879,0.004350415,0.01410185,0.006403631,0.0002124416,0.002299962,0.004238083,0.954668],"genre_scores_gemma":[0.04241398,0.006275834,0.005038654,0.004225405,0.001009024,0.0001611767,0.002031635,0.001093968,0.9377503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2720231,"threshold_uncertainty_score":0.9100078,"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."}}