{"id":"W4399256537","doi":"10.1080/1941126x.2024.2337595","title":"Check it Out: Video Game Collection at the University of Alberta Library","year":2024,"lang":"en","type":"article","venue":"Journal of Electronic Resources Librarianship","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Video game; Multimedia; Data collection; World Wide Web; Library science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001295361,0.0007761728,0.0003938036,0.002129199,0.008623811,0.00681896,0.001440708,0.001471841,0.2798722],"category_scores_gemma":[0.003639402,0.0005457373,0.0003299463,0.001965809,0.0008638889,0.00248968,0.00176708,0.001757322,0.081158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003615098,"about_ca_system_score_gemma":0.006280327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2828252,"about_ca_topic_score_gemma":0.6817573,"domain_scores_codex":[0.9993061,0.00005406549,0.00001893612,0.00005756246,0.0004249835,0.00013846],"domain_scores_gemma":[0.996302,0.0003781624,0.00007872712,0.0002505491,0.001520418,0.001470004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003419854,0.00004406146,0.0005901395,0.00004050362,0.000002451897,0.0001666639,0.0004432262,0.00001965809,0.0006196044,0.0001777388,0.9672253,0.03063644],"study_design_scores_gemma":[0.00001315038,0.00004773676,0.01219977,0.00008235275,0.000006451345,0.00009916837,0.002839815,0.0001050151,0.0006716948,0.0001646012,0.9837396,0.00003064806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03027084,0.004186145,0.0048062,0.04433371,0.02371085,0.001801888,0.01187651,0.01809696,0.860917],"genre_scores_gemma":[0.01386926,0.0008335277,0.002253391,0.002903243,0.000923924,0.0001053897,0.002617043,0.001456327,0.9750379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.993181,"threshold_uncertainty_score":0.9362659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151997335051229,"score_gpt":0.2321665858987383,"score_spread":0.2169668523936154,"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."}}