{"id":"W1683737885","doi":"10.21083/partnership.v6i2.1496","title":"Roaming Reference: Reinvigorating Reference through Point of Need Service","year":2011,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Roaming; Service (business); Digital reference; Computer science; Reference desk; Reference data; Reference model; Business; Telecommunications; World Wide Web; Marketing; Database","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02181989,0.000440073,0.0007747207,0.00500752,0.002850243,0.005429185,0.004300012,0.001795876,0.01190057],"category_scores_gemma":[0.05972419,0.0005755781,0.0006246039,0.005511953,0.002163084,0.0110771,0.008667075,0.00151899,0.004620693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003691018,"about_ca_system_score_gemma":0.01057524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950928,"about_ca_topic_score_gemma":0.03345405,"domain_scores_codex":[0.9759908,0.01509888,0.001154321,0.001636046,0.003795745,0.002324264],"domain_scores_gemma":[0.9653969,0.01142131,0.003080636,0.00761457,0.008475378,0.004011142],"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":[0.0002629675,0.0009050918,0.0346504,0.0006357473,0.00003858756,0.0006443569,0.0681059,0.0006858011,0.00433174,0.01494938,0.02724254,0.8475476],"study_design_scores_gemma":[0.0003022991,0.004254881,0.1281862,0.001352622,0.0001444063,0.003818218,0.1518234,0.01295817,0.007888659,0.01745757,0.6712785,0.0005349431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7093495,0.001866125,0.1435706,0.01911753,0.0004272969,0.005329019,0.0008380514,0.006742193,0.1127597],"genre_scores_gemma":[0.8204892,0.0006760416,0.1510541,0.00212434,0.0001677385,0.001796965,0.0007376423,0.0005116807,0.02244227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9945708,"threshold_uncertainty_score":0.115396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1534418962001038,"score_gpt":0.3120005781968164,"score_spread":0.1585586819967126,"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."}}