{"id":"W4210292935","doi":"10.34012/bip.v3i2.1928","title":"PENGEMBANGAN INSTRUMEN PENILAIAN BERBASIS KEMAMPUAN BERPIKIR TINGKAT TINGGI (HOTS) UNTUK PEMBELAJARAN TEKS RESENSI","year":2021,"lang":"id","type":"article","venue":"Jurnal Bahasa Indonesia Prima (BIP)","topic":"STEM Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Psychology; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031003,0.001185747,0.001593058,0.0006701637,0.003173636,0.001639814,0.001716869,0.001253747,0.00261352],"category_scores_gemma":[0.001701784,0.00133038,0.0008381008,0.003602544,0.0009736147,0.001442416,0.0006843095,0.002346441,0.002000344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906348,"about_ca_system_score_gemma":0.004223024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528588,"about_ca_topic_score_gemma":0.003623725,"domain_scores_codex":[0.9878226,0.002336133,0.002105868,0.002152049,0.003046009,0.002537322],"domain_scores_gemma":[0.9925205,0.001212955,0.001643334,0.00170422,0.001600863,0.001318127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009122923,0.003806618,0.4419001,0.001304138,0.001631578,0.002083836,0.1351144,0.00003816276,0.02126339,0.01077276,0.06320228,0.3179704],"study_design_scores_gemma":[0.004669417,0.0006350021,0.6176665,0.001359785,0.001003779,0.0007452875,0.04359482,0.0001555018,0.01737514,0.0008389274,0.3087214,0.003234393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8320078,0.001539837,0.00002022543,0.02055591,0.004921716,0.00108166,0.00004390948,0.0002729154,0.1395561],"genre_scores_gemma":[0.9753588,0.0007075574,0.001087337,0.001327471,0.004329731,0.00008394692,0.0001568452,0.0002412761,0.01670702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.314736,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968388105128657,"score_gpt":0.301869372871494,"score_spread":0.2721854918202074,"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."}}