{"id":"W1128549113","doi":"","title":"Increasing Visibility, Accessibility, and Engagement with Publications: A Case Study of the Vancouver Art Gallery","year":2015,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visibility; Visual arts; Sociology; Geography; Art; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004893064,0.0003720123,0.00051674,0.002440906,0.02518745,0.01163151,0.00267543,0.002299771,0.004899314],"category_scores_gemma":[0.01847459,0.0005135082,0.0002504474,0.004582402,0.006937485,0.002934169,0.007545016,0.003570552,0.0006012457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01269129,"about_ca_system_score_gemma":0.01499201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4232648,"about_ca_topic_score_gemma":0.7331752,"domain_scores_codex":[0.9930814,0.003640772,0.000241213,0.0003778051,0.001531801,0.001127049],"domain_scores_gemma":[0.9802251,0.0107987,0.001093282,0.0008244189,0.002786138,0.004272373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006061857,0.0004297374,0.02765495,0.0001981732,0.00001710214,0.009625252,0.9234949,0.0001071398,0.0004769558,0.003077577,0.004740592,0.03011718],"study_design_scores_gemma":[0.00001204348,0.00007699928,0.01585336,0.0001139237,0.00001225369,0.0008908538,0.9591916,0.000115586,0.000176678,0.0003383998,0.02319573,0.00002247118],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714386,0.0004006498,0.0002590409,0.001936079,0.00003189289,0.0001008357,0.00005480211,0.00001275194,0.02576542],"genre_scores_gemma":[0.9870473,0.0008422055,0.0006729584,0.0005236457,0.0000239295,0.00007382116,0.00005359112,0.00002899896,0.01073354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9883685,"threshold_uncertainty_score":0.8416023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05634631668882313,"score_gpt":0.2420098262528342,"score_spread":0.185663509564011,"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."}}