{"id":"W4404957300","doi":"10.35329/jp.v6i2.5848","title":"KAWAL GIZI : PENGELOLAAN BANTUAN PANGAN PEMERINTAH BERBASIS SIG DI LOKUS STUNTING KABUPATEN TASIKMALAYA","year":2024,"lang":"id","type":"article","venue":"Journal Peqguruang Conference Series","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Biology; Forestry; Geography","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":["insufficient_payload"],"category_scores_codex":[0.002063606,0.0008888653,0.001283875,0.0007701724,0.001124012,0.002066123,0.0005913867,0.0005874044,0.002986578],"category_scores_gemma":[0.000935374,0.0007874472,0.0005714003,0.001008183,0.0004439979,0.002236495,0.0002255692,0.003267878,0.0009002518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006495392,"about_ca_system_score_gemma":0.003351693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004479418,"about_ca_topic_score_gemma":0.0002733277,"domain_scores_codex":[0.9934742,0.000576492,0.001741524,0.0009372794,0.001300242,0.001970202],"domain_scores_gemma":[0.9957936,0.0003509503,0.0005371849,0.0005981269,0.0009864666,0.001733699],"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":[0.004385881,0.002354466,0.1430047,0.01971181,0.004287342,0.01838451,0.04278641,0.000008796372,0.05323701,0.0149706,0.08013999,0.6167284],"study_design_scores_gemma":[0.004472586,0.006417858,0.3781638,0.01582125,0.002078686,0.01135379,0.0354569,0.002653203,0.004822813,0.002091243,0.5341673,0.002500622],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794188,0.02860213,0.0007330336,0.06431339,0.009842573,0.001138197,0.000269108,0.00058466,0.01509812],"genre_scores_gemma":[0.9702337,0.01219165,0.0004190102,0.000464304,0.005794743,0.00004586333,0.0001574442,0.0001598248,0.01053349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6142278,"threshold_uncertainty_score":0.9998777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04002147180298689,"score_gpt":0.311577233588995,"score_spread":0.2715557617860082,"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."}}