{"id":"W4391270530","doi":"10.33366/japi.v8i3.5123","title":"Inisiasi Budidaya Hidroponik Guna Meningkatkan Perekonomian dan Ketahanan Pangan Masyarakat Desa Rembang, Kabupaten Kediri","year":2023,"lang":"id","type":"article","venue":"JAPI (Jurnal Akses Pengabdian Indonesia)","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Business","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001882635,0.001508458,0.001349978,0.001102151,0.002157792,0.001165729,0.002212078,0.0005591912,0.002237965],"category_scores_gemma":[0.0001589604,0.001565049,0.0007228429,0.002846216,0.0008940254,0.001403324,0.002687416,0.001461781,0.01256122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422318,"about_ca_system_score_gemma":0.0003104344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082717,"about_ca_topic_score_gemma":0.001473339,"domain_scores_codex":[0.9902229,0.0006877401,0.001806178,0.002207584,0.002145371,0.002930173],"domain_scores_gemma":[0.9957139,0.0003310195,0.0008952961,0.001504683,0.00008559909,0.001469533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007352731,0.0008436989,0.768333,0.0005220514,0.0008258118,0.004081864,0.01064941,0.0003735251,0.01656399,0.00108699,0.05425039,0.141734],"study_design_scores_gemma":[0.002425791,0.0006400828,0.8807274,0.0004227118,0.0002933692,0.0001659586,0.006215394,0.001003702,0.003600218,0.0002920907,0.101969,0.002244364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516961,0.0004211207,0.00008962354,0.006069607,0.00228217,0.001606903,0.00008770766,0.0006446763,0.03710207],"genre_scores_gemma":[0.9750205,0.001073715,0.0004478141,0.0006777743,0.0008813576,0.0001792541,0.0002457025,0.0002667769,0.02120711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394896,"threshold_uncertainty_score":0.9998711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224800590741512,"score_gpt":0.2405661059867575,"score_spread":0.2183181000793423,"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."}}