{"id":"W1488712259","doi":"10.1108/07378830910942973","title":"One box to search them all","year":2009,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; World Wide Web; Usability; Context (archaeology); Academic institution; Resource (disambiguation); Knowledge management; Library science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001919373,0.001631203,0.001863325,0.005320355,0.004354674,0.008293053,0.002036227,0.003936633,0.6772069],"category_scores_gemma":[0.0164696,0.0006622419,0.001231776,0.005537091,0.001243128,0.01333518,0.007067609,0.00343566,0.5977811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069855,"about_ca_system_score_gemma":0.002928358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003758976,"about_ca_topic_score_gemma":0.005237798,"domain_scores_codex":[0.9979068,0.000504229,0.0002502825,0.000309333,0.0007191399,0.0003102986],"domain_scores_gemma":[0.9925901,0.001997716,0.0005772937,0.001338999,0.002346014,0.001149858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000417012,0.00002637273,0.0002332503,0.0003447246,0.000006845104,0.0001309626,0.0002705199,0.00002514973,0.0002270409,0.003893531,0.9077104,0.08708948],"study_design_scores_gemma":[0.000008338786,0.00001760093,0.0001811361,0.0002473427,0.000003162859,0.0001450603,0.0007084867,0.00002590826,0.00009204821,0.001233526,0.9973225,0.00001488656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003221492,0.01233782,0.0122276,0.05145826,0.01987014,0.001205136,0.02076596,0.01452027,0.8643934],"genre_scores_gemma":[0.01109694,0.006315426,0.01132101,0.02907369,0.00438762,0.0006283858,0.0119336,0.005066883,0.9201764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6772069,"threshold_uncertainty_score":0.4604252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736490676071608,"score_gpt":0.231601826850561,"score_spread":0.1942369200898449,"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."}}