{"id":"W1597014071","doi":"10.18438/b83c9w","title":"Point of Need Reference Service","year":2011,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Computer science; Service (business); Point (geometry); World Wide Web; Business; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006886935,0.0001289041,0.0001486359,0.0002213164,0.0001325825,0.0003362477,0.0006252233,0.00006480559,0.0001479705],"category_scores_gemma":[0.0007602081,0.0001152496,0.00002551309,0.0006453052,0.00003695997,0.328484,0.0002604132,0.000158798,0.000102155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004971048,"about_ca_system_score_gemma":0.0002061999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008988118,"about_ca_topic_score_gemma":1.382518e-8,"domain_scores_codex":[0.9986388,0.00009860177,0.0006985701,0.0001200454,0.0002865295,0.0001574663],"domain_scores_gemma":[0.9977338,0.000630513,0.0008910305,0.0004144885,0.0002299383,0.0001002791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005128342,0.00003795994,0.0000825039,0.0004958555,0.000007944348,7.15853e-7,0.004526085,0.00004860519,0.00002783234,0.9812915,0.0005602135,0.01286954],"study_design_scores_gemma":[0.001212845,0.0005323272,0.006296664,0.002115326,0.00005546771,0.000157976,0.004661361,0.681763,0.03900429,0.01382248,0.2494354,0.0009429041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002784409,0.0002178299,0.885596,0.01425398,0.0001852951,0.0002784336,0.000003118098,0.0003500138,0.09633088],"genre_scores_gemma":[0.4449541,0.0003304339,0.4854361,0.0691371,0.00002757328,0.00001451708,0.00001635695,0.00000774037,0.0000761359],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.967469,"threshold_uncertainty_score":0.6809081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850142358232509,"score_gpt":0.2470452692330854,"score_spread":0.2085438456507603,"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."}}