{"id":"W4406709630","doi":"10.52447/promedia.v9i1.6789","title":"Tantangan Mengkomunikasikan Informasi Beasiswa: Studi Kasus di Negara Berkembang Suriname","year":2023,"lang":"en","type":"article","venue":"PROMEDIA (PUBLIC RELATION DAN MEDIA KOMUNIKASI)","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004349881,0.0004493579,0.0005201618,0.0009426686,0.001492755,0.0007175757,0.001008427,0.0004009966,0.0001109187],"category_scores_gemma":[0.01147028,0.0004570302,0.0001984598,0.004131467,0.0006280625,0.002784055,0.0004540071,0.0006665189,0.0003705278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006322418,"about_ca_system_score_gemma":0.0009848217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001049552,"about_ca_topic_score_gemma":0.001383118,"domain_scores_codex":[0.9942935,0.000612444,0.0009809771,0.0006078965,0.002043922,0.001461255],"domain_scores_gemma":[0.9950292,0.002654599,0.0004814004,0.0005678986,0.000475754,0.0007912104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007845296,0.0001789336,0.5795056,0.0001006269,0.0002562335,0.00009479137,0.1478659,0.00001555512,0.00008073664,0.1130653,0.008128263,0.1506296],"study_design_scores_gemma":[0.001051804,0.00005649398,0.4228841,0.000085026,0.00003208671,0.000005178777,0.02878874,0.0002995798,0.00001995917,0.00217935,0.5439088,0.0006888402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8000565,0.0002974561,0.0000261993,0.006196907,0.002170389,0.001061695,0.00001337378,0.001399962,0.1887775],"genre_scores_gemma":[0.9928471,0.001012464,0.0007966779,0.0002309389,0.0008245343,0.0002410883,0.0007232768,0.00007974684,0.003244124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5357805,"threshold_uncertainty_score":0.9998072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0455770400764022,"score_gpt":0.2872719140565594,"score_spread":0.2416948739801572,"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."}}