{"id":"W7128012483","doi":"10.33366/japi.v10i3.7694","title":"Pengembangan Produk Kerajinan Purun Tikus (Eleocharis dulcis) Dalam Upaya Peningkatan Daya Saing","year":2025,"lang":"","type":"article","venue":"JAPI (Jurnal Akses Pengabdian Indonesia)","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Expanded polystyrene; Experimental research; Consumer demand","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"],"category_scores_codex":[0.00907424,0.001669549,0.002107385,0.001744738,0.01003412,0.002461611,0.004269793,0.001207501,0.001638945],"category_scores_gemma":[0.002995895,0.001856468,0.001071892,0.0053183,0.002131582,0.0021271,0.001796348,0.004911609,0.000256919],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721389,"about_ca_system_score_gemma":0.007560355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007528924,"about_ca_topic_score_gemma":0.007346794,"domain_scores_codex":[0.9843516,0.00466276,0.002730887,0.002284328,0.00247493,0.00349547],"domain_scores_gemma":[0.9910756,0.002241576,0.001274422,0.002515669,0.001598272,0.001294416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008768624,0.001930112,0.7698416,0.00130437,0.0006802939,0.0008616975,0.0643749,0.00004250901,0.0003903935,0.01678101,0.0096419,0.1332743],"study_design_scores_gemma":[0.004402941,0.0007771393,0.7326744,0.001598558,0.0007376683,0.00006661615,0.07591446,0.0004397517,0.001431352,0.009143312,0.1690446,0.003769171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184771,0.001975679,0.0002445263,0.01974353,0.003697681,0.00313265,0.00004957127,0.0004247995,0.05225441],"genre_scores_gemma":[0.9804686,0.001139924,0.0006009948,0.0006144329,0.001528849,0.0002778248,0.000102274,0.0001404262,0.01512667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594027,"threshold_uncertainty_score":0.9996051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412405396240501,"score_gpt":0.2944422989372293,"score_spread":0.2803182449748243,"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."}}