{"id":"W2605415690","doi":"10.33578/jpk-unri.v1i2.4019","title":"PENGEMBANGAN PERANGKAT PENILAIAN BERBASIS KELAS UNTUK PEMBELAJARAN KIMIA SEKOLAH MENENGAH ATAS POKOK BAHASAN STOIKIOMETRI","year":2017,"lang":"en","type":"article","venue":"Jurnal Pendidikan Kimia Universitas Riau","topic":"Education and Character Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Mathematics education; Curriculum; Computer science; Psychology; Pedagogy","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":["insufficient_payload"],"category_scores_codex":[0.001316338,0.0004895905,0.0005573222,0.0007826911,0.007090816,0.001106685,0.002282395,0.0003454348,0.0101712],"category_scores_gemma":[0.0002876499,0.0005326345,0.0003526752,0.0005991929,0.0006525075,0.002005094,0.0003798334,0.0007566649,0.0009909794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360868,"about_ca_system_score_gemma":0.001316834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326701,"about_ca_topic_score_gemma":0.002403633,"domain_scores_codex":[0.9958335,0.0004352572,0.000501601,0.0008088711,0.001318088,0.001102709],"domain_scores_gemma":[0.9967177,0.0001522934,0.0006687207,0.001053505,0.0003778812,0.00102988],"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":[0.0008788327,0.001831518,0.2142913,0.0002315059,0.001241648,0.001225295,0.2298506,0.00002398641,0.002816125,0.06867477,0.4113719,0.06756241],"study_design_scores_gemma":[0.001771917,0.0001224221,0.2583805,0.00006486627,0.0002310608,0.00002270144,0.05598287,0.00001196304,0.0003328726,0.0002233538,0.6820202,0.0008352409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6907979,0.000228133,0.00003561467,0.01666712,0.002383378,0.0005596745,0.0001152154,0.0001990677,0.2890139],"genre_scores_gemma":[0.9735874,0.0003709617,0.0006814705,0.0004576291,0.0009039689,0.000007826306,0.0001088577,0.00005439092,0.02382751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2827895,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03801304744953819,"score_gpt":0.3270218730940697,"score_spread":0.2890088256445315,"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."}}