{"id":"W4416271359","doi":"10.61719/transformatio.r2421.007","title":"Resensi Buku: Keberanian dan Panggilan","year":2024,"lang":"","type":"article","venue":"Transformatio.","topic":"Contemporary Christian Leadership and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Foundation (evidence)","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004219417,0.0004303254,0.0003516235,0.0003809795,0.0007073422,0.001951996,0.000249748,0.0001688331,0.005757537],"category_scores_gemma":[0.00001017688,0.0004065027,0.0003132418,0.0002077789,0.0003456129,0.001801628,0.00001046021,0.0006088185,0.002820115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216659,"about_ca_system_score_gemma":0.0003131948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006755415,"about_ca_topic_score_gemma":0.001033523,"domain_scores_codex":[0.9976099,0.0001276196,0.000814806,0.0004139841,0.0004070435,0.0006266353],"domain_scores_gemma":[0.9990621,0.0001363728,0.00005808185,0.0003771001,0.0001142851,0.0002520596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007070252,0.0001249689,0.00002365844,0.002607507,0.0002322526,0.0000552779,0.5972784,0.000004254302,0.00007458741,0.2028583,0.1074872,0.08918297],"study_design_scores_gemma":[0.0003124083,0.0001498636,0.0001635851,0.0007343473,0.0001538422,0.0000297601,0.04780382,0.002013083,0.0001812986,0.0009676869,0.9469718,0.000518492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08292566,0.02608305,0.0006586909,0.06219716,0.01231675,0.001279503,0.0005410083,0.0009058815,0.8130923],"genre_scores_gemma":[0.9599264,0.0005207594,0.00001714389,0.0006666444,0.002895302,0.00002717181,0.0003152402,0.00007113314,0.03556016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8770008,"threshold_uncertainty_score":0.9998387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940559892947702,"score_gpt":0.2601704635673073,"score_spread":0.2107648646378303,"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."}}