{"id":"W4412771360","doi":"10.18280/ijdne.200605","title":"Fabrication and Characterization of DSSC Using Natural Dyes from Purple Sweet Potato (Ipomoea Batatas L.) and Papaya Leaf (Carica Papaya) with Cocktail Dye Method","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universitas Hasanuddin","keywords":"Carica; Ipomoea; Natural dye; Convolvulaceae; Botany; Characterization (materials science); Materials science; Horticulture; Biology; Nanotechnology; Composite material; Dyeing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002135215,0.0001545987,0.0002501375,0.0002780455,0.00005012404,0.00009909286,0.0001501961,0.0001382817,0.000002719287],"category_scores_gemma":[0.00006295842,0.0001337727,0.00003448792,0.0001300127,0.00005263423,0.0003409361,0.00003885452,0.0003731288,1.13905e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007170669,"about_ca_system_score_gemma":0.00004550863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002543883,"about_ca_topic_score_gemma":0.00001191507,"domain_scores_codex":[0.9991474,0.00004337086,0.0003318586,0.0001503118,0.0002153192,0.0001117011],"domain_scores_gemma":[0.9991974,0.0001604747,0.0002215957,0.00008395257,0.0002838781,0.0000526515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00191143,0.0002220987,0.02244578,0.0004983702,0.004505182,0.0001443586,0.00437301,0.05124408,0.6687315,0.005656894,0.0009724012,0.2392949],"study_design_scores_gemma":[0.001863351,0.0001633726,0.04319483,0.0008145716,0.0003731672,0.0002592579,0.000271307,0.939988,0.00804789,0.003397911,0.001225,0.0004013627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6032947,0.00124723,0.3945468,0.0002156278,0.0005013894,0.00007676424,0.00006585939,0.00001892193,0.00003271773],"genre_scores_gemma":[0.9525035,0.0007918435,0.04641009,0.00008826189,0.00008683585,0.000001440822,0.00007169776,0.00001795449,0.00002837927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8887439,"threshold_uncertainty_score":0.5455091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008650801538508179,"score_gpt":0.2476818233373707,"score_spread":0.2390310217988625,"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."}}