{"id":"W4285663997","doi":"10.31237/osf.io/u63hg","title":"Pengelolaan perpustakaan berbasis akreditasi","year":2020,"lang":"id","type":"preprint","venue":"","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science","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":[0.003550304,0.0004716156,0.0006486017,0.0001761424,0.0009864068,0.0005394397,0.001681663,0.0006287806,0.02152436],"category_scores_gemma":[0.007330587,0.0004599189,0.0005248215,0.0007832937,0.0007817579,0.000239309,0.001025432,0.001831315,0.00337559],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006030764,"about_ca_system_score_gemma":0.007428736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008038249,"about_ca_topic_score_gemma":0.00160811,"domain_scores_codex":[0.9928419,0.001911473,0.0005946968,0.001258538,0.002202384,0.001191006],"domain_scores_gemma":[0.9946929,0.001705868,0.0002407217,0.0006494615,0.0007887656,0.001922277],"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":[0.00009371041,0.0006254968,0.003393387,0.0005529649,0.0005129555,0.00004844609,0.07530288,0.000007217046,0.0005119577,0.1936785,0.5681132,0.1571593],"study_design_scores_gemma":[0.0001743991,0.0000877146,0.008284383,0.00008528961,0.00007905042,0.000001315712,0.04013598,0.00005478402,0.0002994438,0.01866422,0.9315805,0.0005529397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008083401,0.0009613261,0.0009284523,0.1308878,0.004247884,0.001103488,0.00008660659,0.0001884595,0.8535125],"genre_scores_gemma":[0.4105025,0.01011738,0.07973213,0.004029574,0.01601784,0.0003859732,0.0003694904,0.000139695,0.4787055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4024191,"threshold_uncertainty_score":0.9997852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1948574980061413,"score_gpt":0.4789603611462718,"score_spread":0.2841028631401305,"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."}}