{"id":"W4297930859","doi":"10.15408/bat.v11i3.4208","title":"Transliterasi Aksara Arab dalam Pentalogan","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Arabic Language Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002062017,0.0002646861,0.000586262,0.0004463427,0.001298231,0.001288346,0.002908596,0.0001169888,0.02896895],"category_scores_gemma":[0.0006568226,0.0002378728,0.0001861618,0.001211633,0.00100468,0.002665355,0.000410926,0.0002905358,0.0001392467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797786,"about_ca_system_score_gemma":0.0003396655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003680283,"about_ca_topic_score_gemma":0.001475825,"domain_scores_codex":[0.9967723,0.0005288461,0.0007059785,0.0004566024,0.0009827612,0.0005535132],"domain_scores_gemma":[0.9976683,0.0003940875,0.0005836254,0.0004341422,0.0005880152,0.0003318049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001109695,0.0004597748,0.7541737,0.00004047866,0.0002877628,0.0000292752,0.07129955,0.000002390985,0.009580029,0.002261039,0.1213757,0.04037935],"study_design_scores_gemma":[0.0005035683,0.00001541941,0.7223505,0.0002225826,0.00008577222,0.000006632501,0.009821216,0.000003534109,0.005397187,0.008204287,0.2528478,0.0005414997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8495882,0.01229939,0.0002591652,0.001646183,0.002466102,0.0006321828,0.00002560666,0.00008965788,0.1329935],"genre_scores_gemma":[0.9885025,0.004612188,0.0003063456,0.000623379,0.001359744,0.00004010422,0.000007111257,0.00003531058,0.004513288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389143,"threshold_uncertainty_score":0.9997484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3228588882346408,"score_gpt":0.6266749292614869,"score_spread":0.3038160410268462,"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."}}