{"id":"W201929560","doi":"","title":"Librarian Assisted Health Information Seekers - Vancouver Public Library Health Information Seeker Survey: Preliminary Summary of Findings","year":2005,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Seekers; Health information; Public health; Library science; Public relations; Political science; Internet privacy; Psychology; Medicine; Computer science; Health care; Nursing; Law","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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002357264,0.0002465014,0.0004456775,0.001723982,0.001448593,0.00007521625,0.0006824323,0.0002989661,0.000849152],"category_scores_gemma":[0.0003778955,0.0002586322,0.0000967458,0.002979606,0.0001599675,0.01724194,0.0003116853,0.0008569612,0.0004052185],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007583,"about_ca_system_score_gemma":0.009338197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004078357,"about_ca_topic_score_gemma":0.05122159,"domain_scores_codex":[0.9949794,0.001592483,0.001158599,0.000280371,0.0007510415,0.00123809],"domain_scores_gemma":[0.9965501,0.0005889036,0.0009201004,0.0004884896,0.0003595807,0.001092803],"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":[0.0002209206,0.00007905107,0.3850215,0.0004676215,0.00001465221,5.458496e-7,0.001107895,0.00003076014,1.09061e-7,0.0003010697,0.5978476,0.0149082],"study_design_scores_gemma":[0.001015896,0.0003360392,0.2129931,0.0001929929,0.000003775984,8.362154e-9,0.04250775,0.0008683102,0.000006843912,0.0000180025,0.7418762,0.0001810133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7708056,0.0005543744,0.006755098,0.1063836,0.005921883,0.008546229,0.00293886,0.001377706,0.09671666],"genre_scores_gemma":[0.9683146,0.001014339,0.002738463,0.01477629,0.0002745785,0.00001915601,0.004872555,0.00003618432,0.007953829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.197509,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05034648196588082,"score_gpt":0.3144896555836971,"score_spread":0.2641431736178163,"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."}}