{"id":"W4414675354","doi":"10.56359/kolaborasi.v5i3.532","title":"Replikasi Kalkulator Deteksi Stunting dalam Program Gerabah Stunting Manis melalui Kolaborasi Pentahelix oleh DP2KBP3A Kabupaten Ciamis","year":2025,"lang":"en","type":"article","venue":"KOLABORASI JURNAL PENGABDIAN MASYARAKAT","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Government (linguistics); Public health; Stakeholder; Sustainability; Capacity building; Local government; Program evaluation; Population; Outreach","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":[0.00111787,0.0003229032,0.0002129495,0.0004466759,0.002257266,0.0006994721,0.0006479943,0.0004587397,0.0177368],"category_scores_gemma":[0.0009477414,0.0001378493,0.000164577,0.0003257522,0.0004895273,0.0003205937,0.002673154,0.0007326911,0.0008993976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662693,"about_ca_system_score_gemma":0.008045139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01886433,"about_ca_topic_score_gemma":0.04469662,"domain_scores_codex":[0.9995765,0.0001063084,0.00001178883,0.00003821474,0.00004776679,0.0002193964],"domain_scores_gemma":[0.9992011,0.00008036802,0.00004612314,0.00003308536,0.0001071504,0.0005321924],"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":[0.001189397,0.006050663,0.1852847,0.003513108,0.00008098999,0.006127311,0.06534628,0.0008720066,0.03557665,0.006173907,0.03912621,0.6506588],"study_design_scores_gemma":[0.0005696964,0.004543134,0.61632,0.00109885,0.0001569251,0.001677233,0.087907,0.001501779,0.008902441,0.001513376,0.2757293,0.00008039107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9533918,0.001233365,0.001277327,0.00609935,0.0001834209,0.001854853,0.0005010942,0.0001705739,0.0352882],"genre_scores_gemma":[0.9617258,0.00124617,0.005357595,0.001187733,0.00006969152,0.001453011,0.0005072246,0.00002096992,0.0284318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01886433,"threshold_uncertainty_score":0.05933547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108151101363862,"score_gpt":0.3438758638619149,"score_spread":0.3327943528482763,"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."}}