{"id":"W2165362392","doi":"","title":"Players as knowledge producers and learners: Emergent culture, enculturation, and expertise in massively multiplayer online games","year":2008,"lang":"en","type":"article","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Enculturation; Computer science; Knowledge management; Psychology; Multimedia; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002316639,0.00021045,0.0002077995,0.00103123,0.002105621,0.008571215,0.000597834,0.0007838057,0.00240534],"category_scores_gemma":[0.01136384,0.0003064133,0.000131147,0.0005804456,0.003491645,0.003815819,0.003197917,0.001089163,0.0002123155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007628713,"about_ca_system_score_gemma":0.0009830494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003087531,"about_ca_topic_score_gemma":0.00611465,"domain_scores_codex":[0.9986632,0.000755498,0.00004543749,0.0001660623,0.0001723831,0.0001974447],"domain_scores_gemma":[0.9941174,0.003511586,0.000774966,0.0002681934,0.000419582,0.0009082431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005281153,0.0007723949,0.3735136,0.0001014734,0.00009494727,0.0007536323,0.5454975,0.0005492583,0.00694726,0.02139603,0.0006152851,0.04923052],"study_design_scores_gemma":[0.00007221915,0.0004353812,0.289656,0.0001110258,0.0001159041,0.0006759332,0.6631331,0.004150619,0.004227527,0.02656957,0.01077168,0.00008112842],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938102,0.00004043685,0.000419408,0.0001442115,0.000004112881,0.00000656367,0.000005095068,0.00000295047,0.005566986],"genre_scores_gemma":[0.9991837,0.00002543738,0.0001271762,0.00001638097,0.00000146096,0.000005259352,0.00000450716,0.000003085063,0.000632984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008571215,"threshold_uncertainty_score":0.01225168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028224617553991,"score_gpt":0.3206278166863074,"score_spread":0.2803455705107675,"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."}}