{"id":"W4394982817","doi":"10.29103/sisfo.v7i2.14627","title":"SISTEM PENDUKUNG KEPUTUSAN PENENTUAN PENERIMA KIP-KULIAH MENGGUNAKAN METODE SMART","year":2023,"lang":"id","type":"article","venue":"Sisfo Jurnal Ilmiah Sistem Informasi","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Computer science; Operating system","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002530351,0.001501799,0.00145998,0.002395871,0.001855237,0.004759851,0.001978484,0.0006172922,0.002423126],"category_scores_gemma":[0.0002581492,0.00152533,0.001100925,0.004188531,0.000284549,0.008052791,0.00196252,0.0009888589,0.005057661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101173,"about_ca_system_score_gemma":0.0001982817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002354917,"about_ca_topic_score_gemma":0.0003571421,"domain_scores_codex":[0.991626,0.0001180187,0.002770985,0.001205774,0.00210355,0.002175636],"domain_scores_gemma":[0.9951689,0.0001638916,0.002102627,0.001383506,0.0009213165,0.0002598164],"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":[0.001241432,0.00122745,0.05023235,0.01697709,0.003406894,0.0009959113,0.002927738,0.002195616,0.00109853,0.1852631,0.6465665,0.08786736],"study_design_scores_gemma":[0.001935424,0.0001162399,0.01297404,0.0007673621,0.0008408856,0.00001732531,0.002646926,0.01137036,0.0006132479,0.0002299038,0.9666066,0.001881647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02037223,0.00117898,0.0008921745,0.006185261,0.005119218,0.002727668,0.00002063892,0.003843917,0.9596599],"genre_scores_gemma":[0.5178232,0.003501483,0.001320816,0.006742258,0.004810999,0.0004620396,0.0022386,0.0005656017,0.462535],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.497451,"threshold_uncertainty_score":0.9997731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265673351522947,"score_gpt":0.2393967024400817,"score_spread":0.2167399689248522,"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."}}