{"id":"W1991054741","doi":"10.1108/07378830510636292","title":"dbWiz: open source federated searching for academic libraries","year":2005,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; World Wide Web; Originality; Open source; Process (computing); Key (lock); Product (mathematics); Data science; Knowledge management; Software; Qualitative research; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008406452,0.0005579431,0.0006869373,0.006323077,0.004043896,0.008074688,0.003164924,0.001655053,0.006145593],"category_scores_gemma":[0.02786151,0.0005220606,0.0008545459,0.006467288,0.001727884,0.01117162,0.009268421,0.001314658,0.003355948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516052,"about_ca_system_score_gemma":0.005886879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005115211,"about_ca_topic_score_gemma":0.006256022,"domain_scores_codex":[0.9927686,0.003190578,0.0006116515,0.0005805495,0.002286797,0.0005617809],"domain_scores_gemma":[0.9771851,0.008958229,0.002397553,0.005546815,0.003717886,0.002194375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006480401,0.0008679421,0.009861389,0.001364602,0.00007957393,0.002081066,0.02229373,0.004659514,0.01202089,0.03390902,0.03625452,0.8759597],"study_design_scores_gemma":[0.0003103052,0.0009888994,0.02151641,0.001289804,0.0001527289,0.005508323,0.02801458,0.04511887,0.03810152,0.05428832,0.8041176,0.0005926915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2751606,0.00216054,0.5562245,0.00775804,0.000362579,0.003003632,0.002500963,0.05990088,0.09292834],"genre_scores_gemma":[0.3716213,0.001134451,0.5728062,0.001022142,0.0001411258,0.0009393338,0.003639991,0.003195775,0.04549965],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008406452,"threshold_uncertainty_score":0.04445809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400394458834115,"score_gpt":0.2841024771240159,"score_spread":0.2440630312406044,"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."}}