{"id":"W3200997339","doi":"10.54199/pjcd.v1i1.37","title":"PEMBERDAYAAN MASYARAKAT MELALUI MODEL HUGELKULTUR DAN PELATIHAN MANAJEMEN KEUANGAN UNTUK MENUNJANG KETAHANAN PANGAN RUMAH TANGGA","year":2021,"lang":"id","type":"article","venue":"Perwira Journal of Community Development","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Business; Agricultural science; Humanities; Forestry; Physics; Geography; Environmental science; 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"],"consensus_categories":[],"category_scores_codex":[0.002567984,0.0010086,0.001361264,0.0001548539,0.002631093,0.0006615649,0.002051364,0.0003960208,0.0007606681],"category_scores_gemma":[0.0002073688,0.0005237121,0.0006211638,0.001176155,0.0002239418,0.0008672139,0.001748275,0.002103377,0.0001275979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008345438,"about_ca_system_score_gemma":0.0004815248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009426002,"about_ca_topic_score_gemma":0.003024415,"domain_scores_codex":[0.9927881,0.001524765,0.002190776,0.0004794233,0.001759818,0.001257078],"domain_scores_gemma":[0.9956379,0.0003389803,0.001440472,0.000422356,0.001380457,0.0007798478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008922081,0.01064067,0.02692726,0.001645223,0.008586741,0.001942237,0.1507661,0.001779537,0.1856778,0.008249878,0.09985594,0.5030363],"study_design_scores_gemma":[0.002577737,0.0009870061,0.4652827,0.001475644,0.0007483813,0.0005870765,0.0924846,0.0003153554,0.02382787,0.0008241587,0.4079539,0.002935508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766917,0.002749164,0.0001189977,0.006577329,0.0009050663,0.0005130095,0.00002012213,0.00007183705,0.01235284],"genre_scores_gemma":[0.9515282,0.002027387,0.00429203,0.001131578,0.0004094331,0.00001894515,0.0004433412,0.00002076026,0.04012833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5001008,"threshold_uncertainty_score":0.9997215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328497190775286,"score_gpt":0.240612732153902,"score_spread":0.1973277602461492,"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."}}