{"id":"W7035891321","doi":"","title":"ANALISIS PERILAKU PEMUSTAKA DALAM PEMANFAATAN LAYANAN DIGITAL DI DINAS PERPUSTAKAN DAN KEARSIAPAN KOTA BATU","year":2024,"lang":"id","type":"other","venue":"Institutional Repository of IAIN Tulungagung (IAIN Tulungagung)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Digital collections; Digital library","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001513555,0.002425214,0.002473128,0.001768088,0.002873292,0.001792568,0.002903547,0.00178007,0.004648039],"category_scores_gemma":[0.0005349944,0.002422917,0.001989851,0.001639602,0.004564545,0.001749517,0.0006229779,0.003059658,0.001537731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372634,"about_ca_system_score_gemma":0.001987753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642916,"about_ca_topic_score_gemma":0.0007331565,"domain_scores_codex":[0.9878878,0.0007292888,0.002535163,0.003438847,0.003177869,0.002231007],"domain_scores_gemma":[0.9933812,0.0008208796,0.00161626,0.002109963,0.0005383926,0.001533282],"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":[0.002639115,0.002427464,0.7902232,0.007945602,0.008894199,0.01625567,0.01129913,0.005134538,0.001655654,0.01346618,0.1318532,0.008205948],"study_design_scores_gemma":[0.002756473,0.001606841,0.1088866,0.004589006,0.002438475,0.002792738,0.01039101,0.002212113,0.0006803622,0.0003871993,0.8583677,0.00489146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2066307,0.01964974,0.0002103878,0.0005688376,0.009314653,0.002104183,0.002625738,0.0005502139,0.7583456],"genre_scores_gemma":[0.7820292,0.0004407803,0.0004312801,0.0002054403,0.002605309,0.00003043833,0.002301386,0.0002304399,0.2117257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7265145,"threshold_uncertainty_score":0.9995158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021675548531573,"score_gpt":0.2030853402067719,"score_spread":0.1828685847214561,"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."}}