{"id":"W3110719775","doi":"10.21083/partnership.v15i2.5793","title":"Walk-In Users and Their Access to Online Resources in Canadian Academic Libraries","year":2020,"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":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal; Université de Montréal; Concordia University","funders":"Concordia University","keywords":"Public access; World Wide Web; Free access; Business; Information access; Digital library; Academic library; Internet privacy; Physical access; Computer science; Public relations; Political science; Library science; Access control; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002877924,0.0002732161,0.0005134823,0.004417936,0.01127577,0.006556632,0.001759992,0.0008249257,0.01000057],"category_scores_gemma":[0.0146487,0.0003759835,0.0004573268,0.00987584,0.003741951,0.002883756,0.005091599,0.001297738,0.0005623612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03730191,"about_ca_system_score_gemma":0.05126221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831716,"about_ca_topic_score_gemma":0.9894907,"domain_scores_codex":[0.9942853,0.0007109343,0.0002992584,0.0003161052,0.002179242,0.002209087],"domain_scores_gemma":[0.985641,0.00224149,0.002424556,0.0003887042,0.0041894,0.005114864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002258947,0.0003139486,0.6005983,0.0002989397,0.00004109175,0.0008111467,0.3127091,0.0001393883,0.000397824,0.003709126,0.0119577,0.0687977],"study_design_scores_gemma":[0.000008423016,0.00006917192,0.7249308,0.0002364314,0.00002814154,0.0002234083,0.2521585,0.0002515206,0.0001471664,0.0002984125,0.0215468,0.0001012095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724734,0.001096777,0.0001384633,0.002421233,0.00002593661,0.00008331373,0.0005672786,0.0000313146,0.02316227],"genre_scores_gemma":[0.992672,0.0008963703,0.0001371364,0.0003785797,0.000008596574,0.00001992371,0.0001613547,0.00001343348,0.005712704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9934434,"threshold_uncertainty_score":0.2706456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09501537046306932,"score_gpt":0.3265458235203101,"score_spread":0.2315304530572408,"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."}}