{"id":"W4387830167","doi":"10.53555//sfs.v10i1.1702","title":"With Special Reference To Opac, A Pinpointing Study Of Koha - Integrated Library Management Software","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library management; Installation; Usability; Software; Library automation; Automation; Computer science; Software engineering; Engineering; Engineering management; World Wide Web; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296923,0.0001204695,0.0002553781,0.0008836252,0.0001382275,0.0006676688,0.001280104,0.00002169615,0.00004223517],"category_scores_gemma":[0.000192716,0.00008176815,0.00002529682,0.006862533,0.0001108891,0.003457211,0.0004585309,0.0001192622,0.000005456652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000214821,"about_ca_system_score_gemma":0.0002527436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006049105,"about_ca_topic_score_gemma":0.0002504646,"domain_scores_codex":[0.9980779,0.000176988,0.0005300432,0.0002406787,0.0007360888,0.0002383293],"domain_scores_gemma":[0.9990935,0.0002893634,0.000287794,0.0001396253,0.00009977642,0.00008992251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104056,0.0001167482,0.9794251,0.00001091824,0.00001876925,0.00008819663,0.002698676,0.0003650127,0.000002741944,0.0001375021,0.008268005,0.008757889],"study_design_scores_gemma":[0.000405761,0.001420351,0.9878384,0.000126078,0.000001809329,0.00001080955,0.004068212,0.00005314442,0.0001065925,0.0004183604,0.00540531,0.0001451069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867411,0.000009129998,0.000601019,0.000382236,0.0002942886,0.0001620068,0.000002258023,0.00005077337,0.01175717],"genre_scores_gemma":[0.9823153,0.00002089184,0.01544927,0.00009236689,0.00005114616,0.000005271615,0.000001203526,0.000006800784,0.002057733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01484825,"threshold_uncertainty_score":0.6438346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412012737503018,"score_gpt":0.2517635994647466,"score_spread":0.1105623257144448,"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."}}