{"id":"W2949675480","doi":"10.22373/al-ijtimaiyyah.v1i1.257","title":"'SYAHADAT' SEBUAH PENDEKATAN DALAM MENGOPTIMALKAN MANAJEMEN PAUD BERBASIS MASYARAKAT","year":2015,"lang":"id","type":"article","venue":"Jurnal Al-Ijtimaiyyah","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Sociology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00546875,0.0008392282,0.001008486,0.0003508133,0.001253841,0.0009093941,0.001479589,0.000463048,0.001565432],"category_scores_gemma":[0.001726115,0.0008001738,0.0004843417,0.001394437,0.0007254034,0.001702047,0.0004062046,0.001134736,0.001410262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217032,"about_ca_system_score_gemma":0.002697519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001917694,"about_ca_topic_score_gemma":0.0006136116,"domain_scores_codex":[0.9913458,0.001583833,0.001243047,0.001182935,0.002678581,0.001965818],"domain_scores_gemma":[0.9941176,0.0006951654,0.0008509401,0.0009211667,0.0008312999,0.002583795],"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":[0.0005515785,0.002779062,0.04162863,0.0002281383,0.001239728,0.0003136365,0.06629932,0.0001642055,0.00170582,0.04469154,0.7824178,0.05798053],"study_design_scores_gemma":[0.001489476,0.0007109827,0.02949532,0.0002245495,0.0003393745,0.00008216367,0.02541334,0.0002561025,0.0005036981,0.006045687,0.934167,0.001272287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3394295,0.00699677,0.0007229623,0.09646554,0.01038459,0.001771534,0.0001941293,0.0003519894,0.543683],"genre_scores_gemma":[0.7095959,0.004349515,0.06420676,0.01084023,0.00900138,0.0001471983,0.000242591,0.000352622,0.2012638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3701664,"threshold_uncertainty_score":0.9994449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016612680134181,"score_gpt":0.3959116913997229,"score_spread":0.2942504233863048,"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."}}