{"id":"W4231512947","doi":"10.33772/jpmit.v3i1.19635","title":"Pendampingan Pembuatan Wastafel Portable Pedal Kaki Bagi Bengkel Las Sebagai Upaya Memutus Penyebaran Covid-19","year":2021,"lang":"id","type":"article","venue":"Jurnal Pengabdian Masyarakat Ilmu Terapan (JPMIT)","topic":"Public Health and Nutrition","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004250617,0.002164767,0.003196729,0.001660954,0.002607722,0.001302191,0.001461422,0.00155303,0.01760026],"category_scores_gemma":[0.004010419,0.00234172,0.001531787,0.002783114,0.0006798905,0.001879263,0.0005878047,0.005639396,0.002565658],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776415,"about_ca_system_score_gemma":0.01564156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123405,"about_ca_topic_score_gemma":0.001984541,"domain_scores_codex":[0.9827882,0.002088976,0.003787782,0.003229096,0.003175984,0.004929965],"domain_scores_gemma":[0.9832366,0.00117085,0.001470019,0.002784183,0.001457316,0.009881005],"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":[0.00986098,0.01203961,0.2175879,0.02414744,0.003549446,0.05429194,0.02006786,0.0001525667,0.02542557,0.004742757,0.5892841,0.0388498],"study_design_scores_gemma":[0.0189453,0.001854273,0.06951239,0.001849337,0.001248269,0.007259466,0.00939899,0.0009738529,0.002758727,0.0005525905,0.8826999,0.002946885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7945518,0.02015078,0.0006066273,0.1117075,0.00977142,0.004332256,0.002839525,0.001050319,0.05498978],"genre_scores_gemma":[0.8997694,0.007558516,0.001644767,0.02175233,0.008962771,0.0002262547,0.004709838,0.0005518462,0.0548243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934158,"threshold_uncertainty_score":0.9997432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04002239159758203,"score_gpt":0.3353135553405315,"score_spread":0.2952911637429494,"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."}}