{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002554157,0.0006300291,0.0004765518,0.0009709936,0.001381075,0.001111077,0.0004148087,0.0007402999,0.01147566],"category_scores_gemma":[0.0002228218,0.0002126652,0.0004143402,0.0006600511,0.000578154,0.0007229377,0.001051405,0.00090913,0.003127326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005512113,"about_ca_system_score_gemma":0.0005687114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003552263,"about_ca_topic_score_gemma":0.01121814,"domain_scores_codex":[0.9997601,0.00002431044,0.00001459218,0.00006337061,0.00009179642,0.00004597595],"domain_scores_gemma":[0.9998498,0.0000278174,0.00002161807,0.00001328737,0.00005457749,0.00003290501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006948047,0.0004174224,0.007550688,0.001368312,0.00007234229,0.002330948,0.001661369,0.0004128398,0.8580275,0.00219431,0.001258827,0.1240107],"study_design_scores_gemma":[0.0001388267,0.006378914,0.1362902,0.001015879,0.0005283037,0.007854186,0.01086837,0.001086271,0.5808941,0.00404801,0.250733,0.0001638998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8774882,0.009939493,0.008246383,0.0009276517,0.0003986732,0.0003119088,0.001595506,0.0004130441,0.1006792],"genre_scores_gemma":[0.8980477,0.004983031,0.009998667,0.0004865935,0.00005902348,0.0001003218,0.001204101,0.0001023926,0.08501826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01147566,"threshold_uncertainty_score":0.03838986,"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."}}