{"id":"W4392894321","doi":"10.29407/dimastara.v3i1.21595","title":"Peningkatan Perekonomian Umkm Desa Puhjajar Kecamatan Papar Kabupaten Kediri Melalui Penerapan Inovasi Mesin Perajang Lontongan Kerupuk Otomatis","year":2024,"lang":"en","type":"article","venue":"Jurnal Pengabdian Masyarakat Nusantara","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Production (economics); Agricultural science; Population; Business; Engineering; Sociology; Environmental science; Economics","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":[0.0003975176,0.0005585491,0.0002687838,0.0005297639,0.002449855,0.001965324,0.0004295408,0.0007465869,0.06328261],"category_scores_gemma":[0.0004554036,0.0002786726,0.000147755,0.0006572013,0.0004866964,0.001235524,0.001408676,0.001142461,0.01203769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169194,"about_ca_system_score_gemma":0.00366086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005267045,"about_ca_topic_score_gemma":0.0110144,"domain_scores_codex":[0.9997873,0.00002667305,0.000009901234,0.00005811054,0.00004844124,0.0000696788],"domain_scores_gemma":[0.9996166,0.00005786385,0.00003272127,0.00002615226,0.0001220457,0.000144485],"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":[0.0005286895,0.000556006,0.02874466,0.002066284,0.00003246269,0.006594865,0.01209867,0.0005909355,0.02726748,0.02852021,0.1456179,0.7473818],"study_design_scores_gemma":[0.00001479765,0.0001097989,0.02060879,0.0002416883,0.00001985471,0.002191774,0.00786289,0.0002991319,0.003090239,0.0007050538,0.9648296,0.0000263617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2631924,0.02445362,0.007255473,0.01464381,0.002987264,0.0004431155,0.001290516,0.001516705,0.6842172],"genre_scores_gemma":[0.3789778,0.01221644,0.006740494,0.001621813,0.0002099406,0.0001351725,0.0006155625,0.000163049,0.5993197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06328261,"threshold_uncertainty_score":0.2117014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479855562755177,"score_gpt":0.2953249444559982,"score_spread":0.2705263888284464,"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."}}