{"id":"W3164119510","doi":"10.61805/fahma.v18i2.66","title":"IMPLEMENTASI POIN MAHASISWA","year":2023,"lang":"en","type":"article","venue":"Jurnal Informatika Komputer Bisnis dan Manajemen","topic":"Decision Support System Applications","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Student affairs; Guideline; Mathematics education; Medical education; Soft skills; Student achievement; Unit (ring theory); Psychology; Computer science; Academic achievement; Medicine; Higher education; Political science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009429484,0.0003177286,0.000335165,0.0010544,0.0004161839,0.001070951,0.0008563595,0.00008481576,0.0009371588],"category_scores_gemma":[0.00002878433,0.0002879126,0.0001959781,0.001760409,0.00004303007,0.003074501,0.0008309466,0.0001758592,0.0218278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007287796,"about_ca_system_score_gemma":0.00003360287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006787066,"about_ca_topic_score_gemma":0.00003222693,"domain_scores_codex":[0.9971062,0.00001145819,0.001115159,0.0003158077,0.000789703,0.0006616975],"domain_scores_gemma":[0.9984815,0.00005715265,0.0005221476,0.0006683233,0.000215928,0.00005498621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001114848,0.00004236019,0.009364204,0.0001532016,0.00008317212,0.00003332187,0.0002022262,0.00003632746,0.00003930254,0.02218267,0.9160782,0.05177393],"study_design_scores_gemma":[0.0006099691,0.000009541571,0.0440597,0.00003792924,0.00003118971,0.00001921115,0.0005140557,0.004348746,0.00002128768,0.001263512,0.948741,0.0003439236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2343107,0.00004117192,0.02225532,0.01283369,0.002360488,0.002499243,0.00004704589,0.003076562,0.7225757],"genre_scores_gemma":[0.9201239,0.00007528863,0.005609137,0.04139474,0.006855235,0.0008228426,0.002356818,0.0002915117,0.02247054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7001052,"threshold_uncertainty_score":0.9999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278787632075272,"score_gpt":0.2739260738497434,"score_spread":0.2411381975289907,"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."}}