{"id":"W3208879930","doi":"10.37859/jsi.v4i2.2706","title":"PERENCANAAN PENINGKATAN MUTU GURU MADRASAH SALAFIYAH WUSTHA DESA BATU MADINDING KECAMATAN BATANG NATAL KABUPATEN MANDAILING","year":2021,"lang":"id","type":"article","venue":"JURNAL ISLAMIKA","topic":"Education and Character Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; 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":["insufficient_payload"],"category_scores_codex":[0.001483935,0.000663308,0.0007586358,0.0003645244,0.002012383,0.001433286,0.001061153,0.00047008,0.009382124],"category_scores_gemma":[0.0002666371,0.0007294088,0.0003934237,0.001385543,0.0003392407,0.001057023,0.0003997135,0.001237228,0.001192415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319849,"about_ca_system_score_gemma":0.002936177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006794612,"about_ca_topic_score_gemma":0.003075499,"domain_scores_codex":[0.9940664,0.0004275916,0.001198865,0.001171435,0.001569663,0.001566109],"domain_scores_gemma":[0.9972197,0.0002275062,0.0006149794,0.0006455084,0.0005680788,0.0007242166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001893155,0.001403896,0.4405673,0.0008175294,0.001501729,0.003958277,0.4051355,0.00000919051,0.01563715,0.02615314,0.03392717,0.07069983],"study_design_scores_gemma":[0.002155671,0.0001665774,0.4728175,0.001890468,0.0004602146,0.0007869684,0.1972231,0.0003115845,0.01335402,0.0008486431,0.307041,0.002944278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332615,0.001437692,0.00007955989,0.005209671,0.006388446,0.0003510487,0.0001022975,0.0001506999,0.05301906],"genre_scores_gemma":[0.9238287,0.001088429,0.001208238,0.000601812,0.001917147,0.00002677132,0.0003093574,0.00009252415,0.07092703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2731139,"threshold_uncertainty_score":0.9996033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292263937666639,"score_gpt":0.3001061875912907,"score_spread":0.2708797938246268,"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."}}