{"id":"W2937223303","doi":"10.32832/abdidos.v2i2.174","title":"MENGEMBANGKAN POTENSI MASYARAKAT MELALUI KEGIATAN LITERASI YANG EFEKTIF DAN APLIKATIF DI DESA SUKAJADI","year":2018,"lang":"id","type":"article","venue":"Abdi Dosen Jurnal Pengabdian Pada Masyarakat","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Pedagogy; Psychology; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004646789,0.002056749,0.001954905,0.001143561,0.002263315,0.002707312,0.004792958,0.00122357,0.0005409046],"category_scores_gemma":[0.001679614,0.002041393,0.0009697637,0.002833685,0.001453242,0.003215627,0.001557035,0.003626867,0.00272128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008736778,"about_ca_system_score_gemma":0.002266173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004052756,"about_ca_topic_score_gemma":0.0005277799,"domain_scores_codex":[0.9853675,0.002578502,0.002488075,0.003294379,0.002778101,0.003493394],"domain_scores_gemma":[0.9872728,0.002264108,0.001445217,0.004055902,0.001901312,0.003060683],"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":[0.001067564,0.003621602,0.04608153,0.001375635,0.002324139,0.003903121,0.0559205,0.00005676337,0.04707718,0.09701692,0.08241587,0.6591392],"study_design_scores_gemma":[0.006601309,0.004213918,0.1860139,0.003077934,0.001260538,0.003354896,0.005883378,0.01080717,0.04673999,0.01040017,0.7135406,0.008106191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769943,0.009661973,0.02913204,0.02769152,0.02967736,0.003426043,0.000296201,0.000980187,0.02214041],"genre_scores_gemma":[0.8808339,0.001410911,0.08986815,0.005934844,0.009635448,0.000156597,0.0001697597,0.0003717796,0.01161864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.651033,"threshold_uncertainty_score":0.9992175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939126781925149,"score_gpt":0.2975092117544876,"score_spread":0.2681179439352361,"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."}}