{"id":"W2544740890","doi":"10.22146/bip.8285","title":"KEGIATAN MAHASISWA UNIVERSITAS MUHAMMADIYAH PURWOICERTO PESERTA KKN TERPADU DI PERPUSTAKAAN SEKOLAH DI WILAYAH KABUPATEN BANYUMAS","year":2015,"lang":"en","type":"article","venue":"Berkala Ilmu Perpustakaan dan Informasi","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Service (business); Library science; Medical education; Psychology; Computer science; Business; Medicine; Marketing","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"],"consensus_categories":[],"category_scores_codex":[0.001421395,0.0009030039,0.0008255977,0.0007294511,0.000631649,0.0008253725,0.003296204,0.0004318462,0.00006205452],"category_scores_gemma":[0.0007076627,0.0008583859,0.0004076678,0.001505681,0.0003559749,0.00463642,0.00122228,0.0008925535,0.0002319961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000828943,"about_ca_system_score_gemma":0.00198171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003541263,"about_ca_topic_score_gemma":0.0001178298,"domain_scores_codex":[0.9941632,0.0003235279,0.001081108,0.001167336,0.001597641,0.001667211],"domain_scores_gemma":[0.9938306,0.0003404486,0.0005567629,0.002326213,0.001002461,0.001943513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003675184,0.001531072,0.3150254,0.0004520539,0.0006328499,0.0007567769,0.1001453,0.001057818,0.0008229035,0.2843937,0.04692162,0.2478931],"study_design_scores_gemma":[0.003539711,0.0006063898,0.09228646,0.0002175168,0.0001884459,0.000526957,0.02208048,0.01870858,0.001030706,0.00146457,0.8570701,0.002280015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8383763,0.001200267,0.02891013,0.008303544,0.007199265,0.002106574,0.00007846857,0.001631802,0.1121936],"genre_scores_gemma":[0.8472399,0.0002402429,0.1342796,0.00233172,0.001408058,0.0001615842,0.0004098019,0.0002054468,0.01372372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8101485,"threshold_uncertainty_score":0.9993867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163406576447636,"score_gpt":0.2749784140911362,"score_spread":0.2333443483266598,"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."}}