{"id":"W2723014180","doi":"10.29173/cais772","title":"Visual Communication: A Study of Library Virtual Reference Icons Online","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Web site; Library science; Humanities; Selection (genetic algorithm); Art; World Wide Web; The Internet; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007556422,0.0004088542,0.0008623603,0.000240011,0.0003689294,0.0009898185,0.002439975,0.0004653218,0.0005786389],"category_scores_gemma":[0.01105789,0.0003464278,0.0001704673,0.0007559067,0.001009153,0.01397454,0.001343531,0.001136729,0.00004652618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009086067,"about_ca_system_score_gemma":0.001154327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886414,"about_ca_topic_score_gemma":0.0001004242,"domain_scores_codex":[0.9965752,0.0002622926,0.00149756,0.0004245222,0.0006082738,0.0006321198],"domain_scores_gemma":[0.9572397,0.0009369252,0.002246759,0.0005300221,0.03874464,0.0003019393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004133627,0.009796838,0.4592034,0.002284922,0.0004485454,6.465712e-7,0.3861102,0.00001344925,0.002400913,0.02693978,0.0609122,0.05147571],"study_design_scores_gemma":[0.002126918,0.003971403,0.5103069,0.005192043,0.0004203629,0.00001423582,0.3370259,0.0006683284,0.002878728,0.008456705,0.1281258,0.000812719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681288,0.00111053,0.000003930159,0.00907066,0.0005698977,0.001372494,0.0004278185,0.00006015964,0.01925571],"genre_scores_gemma":[0.9858773,0.0007441228,0.0004269958,0.000310349,0.0002057006,0.0001038656,0.00004308409,0.00005323723,0.01223535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06721363,"threshold_uncertainty_score":0.9998988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05636118515322786,"score_gpt":0.3323984437537445,"score_spread":0.2760372586005166,"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."}}