{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009717388,0.00009077151,0.0001251026,0.001163325,0.000355252,0.003274395,0.0006755901,0.00007758437,0.0000157687],"category_scores_gemma":[0.0009550403,0.00006103664,0.00001332121,0.001627687,0.0001353421,0.054977,0.000198805,0.0007100522,0.000002950798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002470198,"about_ca_system_score_gemma":0.002270265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008346491,"about_ca_topic_score_gemma":0.02325441,"domain_scores_codex":[0.9986773,0.0002757664,0.0003576908,0.0001049962,0.0002128777,0.0003714068],"domain_scores_gemma":[0.9977967,0.0007421357,0.0001011888,0.00008127578,0.00004841242,0.001230286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000744082,0.00002310843,0.3989591,0.0001916091,0.00007189942,0.0002186785,0.2771563,0.0003737264,0.000006349386,0.169073,0.06142415,0.09175798],"study_design_scores_gemma":[0.0002756098,0.000128106,0.05959632,0.00006610226,0.000001169155,0.00006520657,0.007672195,0.001504976,0.00006718253,0.001735491,0.9287825,0.0001050944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4225641,0.001552369,0.00002159122,0.5521875,0.00004656085,0.0002412745,0.000006961007,0.00000949311,0.02337016],"genre_scores_gemma":[0.976542,0.0007656143,0.000268228,0.02218505,0.00006650711,0.000003470976,0.000002980457,0.000004384239,0.0001617861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8673584,"threshold_uncertainty_score":0.998257,"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."}}