{"id":"W4392952555","doi":"10.36085/almaun.v2i1.5283","title":"PELATIHAN CIPTA PUISI DALAM RANGKA MEMPERINGATI HARI IBU OLEH PIMPINAN WILAYAH AISYIYAH BENGKULU","year":2023,"lang":"id","type":"article","venue":"Almaun Jurnal Pengabdian Kepada Masyarakat","topic":"Education and Character Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Art; Humanities","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003206237,0.001146141,0.001157102,0.0007939554,0.003466452,0.001271104,0.002037151,0.0007165689,0.004316184],"category_scores_gemma":[0.0004991859,0.00112803,0.0006513443,0.00259291,0.0007550386,0.001490652,0.0006463547,0.001827475,0.009590374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008819106,"about_ca_system_score_gemma":0.001932345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006360111,"about_ca_topic_score_gemma":0.001756457,"domain_scores_codex":[0.9904373,0.001007109,0.001706267,0.001622727,0.002392602,0.002833947],"domain_scores_gemma":[0.9954307,0.0004587511,0.0006399502,0.001185177,0.0005203428,0.001765048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004698239,0.002282205,0.1686022,0.001210413,0.002005692,0.00177696,0.4852264,0.0002508546,0.01233912,0.019829,0.2636956,0.04231178],"study_design_scores_gemma":[0.001684066,0.0002676972,0.2191829,0.0005613641,0.0002205032,0.00005763498,0.03428487,0.0003506462,0.003221425,0.000630032,0.737446,0.002092817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8987323,0.0008153846,0.00002999138,0.0327365,0.01121511,0.001439571,0.00009078695,0.0006705041,0.05426985],"genre_scores_gemma":[0.8894511,0.002973475,0.0001143261,0.001587556,0.002381766,0.0001534791,0.0003888235,0.0001923646,0.1027571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4737505,"threshold_uncertainty_score":0.9997657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601992953633624,"score_gpt":0.3031754448843273,"score_spread":0.267155515347991,"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."}}