{"id":"W4392788431","doi":"","title":"AskAway - Real People. Real Help: British Columbia: Province, Libraries Launch Virtual Reference Service","year":2006,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Service (business); Launched; Computer science; World Wide Web; Business; Engineering; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009093882,0.0004434061,0.001052544,0.0004014997,0.000742376,0.02039154,0.01068763,0.0002689446,0.00478942],"category_scores_gemma":[0.0000445272,0.0005657105,0.0001848683,0.002646617,0.0001478444,0.02065994,0.004236495,0.0006544865,0.00005729006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007834807,"about_ca_system_score_gemma":0.000959765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2680736,"about_ca_topic_score_gemma":0.1942447,"domain_scores_codex":[0.9949409,0.0004702644,0.001290028,0.001138212,0.001300045,0.0008605782],"domain_scores_gemma":[0.996347,0.0004287305,0.001108481,0.001218583,0.0004635989,0.0004336697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008854344,0.0005391388,0.7610409,0.0002518579,0.0001149218,0.0002617082,0.0003249294,0.0001560516,0.004596787,0.005964268,0.2108559,0.01580495],"study_design_scores_gemma":[0.0005955968,0.00004095601,0.9514998,0.0003916176,0.00003131167,0.00006912425,0.00009544291,0.0006708413,0.001189219,0.01380109,0.03087076,0.0007442867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238424,0.003305929,0.0006886384,0.0006885707,0.0008508643,0.0006839813,0.000153458,0.000388792,0.06939732],"genre_scores_gemma":[0.9798377,0.005462555,0.002838393,0.001267745,0.0006623964,0.00007039207,0.0001038747,0.0000897479,0.009667194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1904588,"threshold_uncertainty_score":0.9996794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09028873307946071,"score_gpt":0.409763467271012,"score_spread":0.3194747341915513,"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."}}