{"id":"W2769220738","doi":"10.26858/ijfs.v3i1.4384","title":"META ANALISIS KARYA ILMIAH MAHASISWA PENELITIAN DAN EVALUASI PENDIDIKAN","year":2017,"lang":"id","type":"article","venue":"Scientific Pinisi","topic":"STEM Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Mathematics; Art","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":["sts","insufficient_payload"],"category_scores_codex":[0.009145124,0.0005775177,0.0008648701,0.0004869961,0.01321015,0.009567562,0.004476464,0.0003875311,0.008151471],"category_scores_gemma":[0.001848425,0.0005675885,0.0008499612,0.00105743,0.004116263,0.002178104,0.0006454819,0.0004481054,0.004287846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004518108,"about_ca_system_score_gemma":0.002029871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004904305,"about_ca_topic_score_gemma":0.005948958,"domain_scores_codex":[0.9913418,0.001114678,0.0009131373,0.002098769,0.002943962,0.001587679],"domain_scores_gemma":[0.9925789,0.0002727813,0.001268827,0.004141507,0.0008262213,0.0009117473],"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":[0.0001713565,0.002576221,0.05749652,0.0005150095,0.006296006,0.0001444397,0.2089838,0.00001543755,0.007742608,0.05561476,0.6128056,0.04763826],"study_design_scores_gemma":[0.000906217,0.0001501297,0.1714936,0.0001891466,0.004224654,0.00001284267,0.03575079,0.0001590388,0.002970957,0.003769169,0.7789251,0.00144835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5393505,0.003882512,0.00002991948,0.03478203,0.05402359,0.001777189,0.0002828817,0.0002349219,0.3656365],"genre_scores_gemma":[0.8920936,0.0001201443,0.0002195489,0.0002122751,0.001342695,0.00008520832,0.00009899999,0.00005306625,0.1057745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3527431,"threshold_uncertainty_score":0.9996775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1859671661823737,"score_gpt":0.4080958426609427,"score_spread":0.222128676478569,"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."}}