{"id":"W1504238726","doi":"10.1080/13614533.2015.1043467","title":"The Protean Challenge of Game Collections at Academic Libraries","year":2015,"lang":"en","type":"article","venue":"New Review of Academic Librarianship","topic":"Digital Games and Media","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Collection development; Video game development; Video game; Computer science; Multimedia; World Wide Web; Game Developer; Game design; Academic library; Library science; Public relations; Sociology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0237034,0.0005176915,0.001103517,0.005846556,0.02304743,0.04704529,0.00609949,0.005179872,0.01360516],"category_scores_gemma":[0.03405941,0.0009122443,0.0008874683,0.007307122,0.02070927,0.02796008,0.02422298,0.006296259,0.005374793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01632739,"about_ca_system_score_gemma":0.03134085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0235212,"about_ca_topic_score_gemma":0.07163076,"domain_scores_codex":[0.9707077,0.01725793,0.0009844055,0.001378538,0.007459539,0.002211974],"domain_scores_gemma":[0.956175,0.0189707,0.00288506,0.003427569,0.008829667,0.009712083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001433163,0.0004173524,0.005034625,0.00309444,0.00008640336,0.0009960289,0.1434509,0.0006788215,0.0006878616,0.3263975,0.1542291,0.3647836],"study_design_scores_gemma":[0.00001807295,0.0000665636,0.003645388,0.001342942,0.00001945025,0.0005957838,0.1143019,0.0002251461,0.0004386035,0.03576265,0.8435102,0.00007329912],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1119814,0.06908797,0.01587951,0.3441428,0.002864755,0.0004240122,0.0003441906,0.001093034,0.4541824],"genre_scores_gemma":[0.7996979,0.04676776,0.01682368,0.03311308,0.002523806,0.0005910852,0.0002863675,0.0007673391,0.09942892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04704529,"threshold_uncertainty_score":0.125357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063025612575605,"score_gpt":0.3390466511137683,"score_spread":0.2327440898562078,"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."}}