{"id":"W6903586672","doi":"10.11575/prism/29659","title":"Virtual Reference in CARL Libraries and Institutions","year":2008,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Information system; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621693,0.0002626251,0.000232358,0.004322422,0.02082552,0.006393344,0.00111569,0.001858332,0.08636981],"category_scores_gemma":[0.005889614,0.000277286,0.0002291874,0.007152179,0.001486197,0.004628624,0.002594191,0.002020177,0.008356328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03179517,"about_ca_system_score_gemma":0.05845374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9515116,"about_ca_topic_score_gemma":0.9845297,"domain_scores_codex":[0.9975799,0.0002358727,0.00005868195,0.000187262,0.0009943626,0.0009439145],"domain_scores_gemma":[0.9924895,0.0006669447,0.0002118411,0.0002321867,0.004217297,0.002182349],"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":[0.00004825675,0.0001017513,0.01182757,0.00008303049,0.000005004266,0.0001929515,0.009832203,0.0001307029,0.0002974765,0.05894564,0.8137432,0.1047921],"study_design_scores_gemma":[0.000003696502,0.00001320593,0.0232774,0.00007651222,0.000005934039,0.00005914956,0.01662239,0.0001392924,0.0004404312,0.001326611,0.9580051,0.00003022626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04172838,0.001553459,0.0008782941,0.02110399,0.0004677833,0.000124528,0.006269003,0.0003635766,0.927511],"genre_scores_gemma":[0.1013405,0.0007937752,0.0009521915,0.003242467,0.00005596334,0.00005319535,0.001533261,0.0002065452,0.891822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9515116,"threshold_uncertainty_score":0.2889358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087356055513281,"score_gpt":0.3226273953553693,"score_spread":0.2138917898040412,"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."}}