{"id":"W6996661112","doi":"","title":"STUDI EVALUASI EFEKTIFITAS SISTEM LAYANAN SELULER DI UPT PERPUSTAKAAN DAN INFORMASI UNIVERSITAS MUHAMMADIYAH MALANG","year":2010,"lang":"id","type":"dissertation","venue":"Universitas Airlangga Repository (Universitas Airlangga)","topic":"Chromatography in Natural Products","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Nucleofection; Filter (signal processing); Work (physics); Demotion","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0008795766,0.003948805,0.003252594,0.00287311,0.005116763,0.0009006323,0.005093957,0.005079949,0.00413726],"category_scores_gemma":[0.0002321239,0.004840815,0.002985653,0.003334085,0.001447478,0.004025785,0.001830273,0.006902478,0.0005387433],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004525073,"about_ca_system_score_gemma":0.00198084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009201582,"about_ca_topic_score_gemma":0.0005770673,"domain_scores_codex":[0.9855545,0.0006807582,0.001992764,0.004573197,0.003641848,0.003556947],"domain_scores_gemma":[0.9863969,0.000415877,0.003321343,0.00467806,0.002964381,0.00222345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.008659794,0.005728782,0.08537428,0.01644804,0.02409418,0.05707665,0.08212792,0.001578935,0.2201628,0.03081901,0.4632035,0.004726036],"study_design_scores_gemma":[0.01213276,0.001166686,0.0246614,0.003193119,0.01745714,0.002005171,0.6775343,0.001209357,0.01918731,0.00007044263,0.2313579,0.01002448],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6986597,0.006456821,0.000019805,0.0004381085,0.006356868,0.002122516,0.000559324,0.001633936,0.2837529],"genre_scores_gemma":[0.8989035,0.0005673541,0.0005843363,0.0001543021,0.001585323,0.00001651176,0.01201892,0.0006101203,0.08555964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5954064,"threshold_uncertainty_score":0.9992964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006415425344281579,"score_gpt":0.2073279513251954,"score_spread":0.2009125259809139,"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."}}