{"id":"W1991726843","doi":"10.1300/j123v43n02_03","title":"An Open Source Solution to Managing Electronic Journal Links with Database-Generated Web Pages","year":2003,"lang":"en","type":"article","venue":"The Serials Librarian","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"World Wide Web; Computer science; Open source; Database; Web page; Information retrieval; Operating system; Software","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":[0.004024991,0.00139703,0.0011736,0.007633528,0.002021181,0.006910488,0.003515437,0.001745278,0.02363926],"category_scores_gemma":[0.01797719,0.001721171,0.001040884,0.008332866,0.0006711301,0.006142495,0.00528079,0.001983892,0.01867058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007668209,"about_ca_system_score_gemma":0.001965203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689646,"about_ca_topic_score_gemma":0.002750926,"domain_scores_codex":[0.996191,0.0003612075,0.0004706949,0.0005300904,0.002230327,0.0002165452],"domain_scores_gemma":[0.9856016,0.002612399,0.00119451,0.005090096,0.004193668,0.001307705],"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":[0.001029955,0.0008072761,0.004008492,0.0005766814,0.0002084951,0.0005633938,0.0006031366,0.001147831,0.01820211,0.007056831,0.1982714,0.7675244],"study_design_scores_gemma":[0.0009947998,0.0006592266,0.009568895,0.0003857592,0.0006837518,0.002307509,0.0006528049,0.1128482,0.1084767,0.03030914,0.732596,0.0005170932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01723737,0.0007729503,0.494949,0.0009346725,0.0008687647,0.001553119,0.007526226,0.4514969,0.02466094],"genre_scores_gemma":[0.09911692,0.001146247,0.7223297,0.0008317896,0.001008435,0.001408826,0.03691086,0.03771179,0.09953543],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02363926,"threshold_uncertainty_score":0.07908124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532925884413571,"score_gpt":0.2473104054429326,"score_spread":0.2219811465987969,"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."}}