{"id":"W4391828329","doi":"10.36277/abdimasuniversal.v5i2.324","title":"Penerapan Sistem Solar Cell untuk Penerangan Lampu Jalan dan Peningkatan Potensi Usaha Mikro Kecil Menengah untuk Mendukung Ketahanan Energi dan Ekonomi Masyarakat Kelurahan Manggar Balikpapan","year":2023,"lang":"id","type":"article","venue":"Abdimas Universal","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics","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":[0.0001941582,0.0003952437,0.0004265965,0.0004608538,0.0008004089,0.001647897,0.0003810192,0.0005845446,0.02789365],"category_scores_gemma":[0.0002069846,0.0002540646,0.0005085497,0.0006443592,0.0002416912,0.0009239233,0.000682008,0.0008462194,0.006788083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218529,"about_ca_system_score_gemma":0.0005331729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872192,"about_ca_topic_score_gemma":0.004191654,"domain_scores_codex":[0.9997478,0.00001537629,0.000007960256,0.0000556055,0.0001412855,0.00003203496],"domain_scores_gemma":[0.9998411,0.00003013018,0.00001202081,0.00002058577,0.00007603697,0.00002002716],"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":[0.0005914713,0.0002771968,0.002988247,0.001060322,0.00005521708,0.0008235796,0.0005968694,0.00153399,0.7827048,0.004560043,0.01299073,0.1918176],"study_design_scores_gemma":[0.00006047869,0.0007965681,0.01650509,0.0001422764,0.0001345466,0.0008871063,0.001103936,0.00323202,0.6248176,0.001432361,0.3508158,0.00007226585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5990897,0.008131165,0.03808815,0.001709189,0.001204001,0.0004003901,0.003580075,0.003501905,0.3442954],"genre_scores_gemma":[0.6457834,0.00512313,0.01588409,0.0005704223,0.00009128454,0.0001783128,0.002215181,0.0004549118,0.3296992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02789365,"threshold_uncertainty_score":0.09331357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009814263930334912,"score_gpt":0.1886884698552206,"score_spread":0.1788742059248856,"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."}}