{"id":"W3161367286","doi":"10.29173/pathfinder31","title":"Museums Without Walls","year":2021,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Exhibition; Visitor pattern; Interactivity; Presentation (obstetrics); World Wide Web; Cultural heritage; Multimedia; Visual arts; Computer science; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009069857,0.0001331949,0.0001597048,0.0002366659,0.003044938,0.003187864,0.0003571094,0.00004398414,0.0007139039],"category_scores_gemma":[0.000105022,0.00009476871,0.00007256751,0.0001241294,0.0002866115,0.003885749,0.00005618425,0.0001947225,0.00003426514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008538607,"about_ca_system_score_gemma":0.00139974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727243,"about_ca_topic_score_gemma":0.009762136,"domain_scores_codex":[0.9982319,0.00002352283,0.0003791986,0.0001435422,0.0007428775,0.0004789128],"domain_scores_gemma":[0.9976963,0.0000211141,0.0001487825,0.0001160887,0.001358108,0.0006595426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003680452,0.00007833231,0.1062048,0.0001704086,0.0001290619,0.00004106454,0.6107004,0.00001064634,0.00015833,0.2209845,0.02240042,0.03908528],"study_design_scores_gemma":[0.001029683,0.0001060207,0.1050758,0.000264065,0.0000256752,0.00007679069,0.08227441,0.00003386295,0.00007385809,0.001473572,0.8091503,0.0004160138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973694,0.0001924223,0.00006073967,0.001304843,0.003287209,0.0003570477,0.0001457417,0.00001573218,0.02094226],"genre_scores_gemma":[0.992506,0.00001385244,0.0001052171,0.002116678,0.0002400999,0.00002432136,0.00001569652,0.000006544471,0.004971539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7867499,"threshold_uncertainty_score":0.998253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06050038505242413,"score_gpt":0.3137827181243736,"score_spread":0.2532823330719495,"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."}}