{"id":"W4382566926","doi":"10.1007/978-3-031-36336-8_38","title":"Quantifying Re-engagement in Minecraft","year":2023,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Operationalization; Quarter (Canadian coin); Psychology; Social engagement; Computer science; Applied psychology; Geography; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005405987,0.0003758334,0.0003559914,0.00064922,0.0003265071,0.001323004,0.0005403421,0.000680976,0.004779104],"category_scores_gemma":[0.003892829,0.0002445868,0.0002334408,0.000656769,0.0004440458,0.001663483,0.001433166,0.0006507514,0.001262683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004063972,"about_ca_system_score_gemma":0.0002136862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393919,"about_ca_topic_score_gemma":0.003978557,"domain_scores_codex":[0.9994562,0.0000974709,0.00001686119,0.0001624737,0.0001845252,0.00008235976],"domain_scores_gemma":[0.9989443,0.0005269797,0.0001278681,0.0001641027,0.000141345,0.0000953541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001391631,0.0007503892,0.1530994,0.0004372764,0.0003161404,0.000401208,0.002963212,0.1474399,0.04747665,0.03557999,0.008899106,0.6012451],"study_design_scores_gemma":[0.00003027514,0.0007257432,0.2423137,0.000293562,0.000102745,0.0007580227,0.003285195,0.6176789,0.04454339,0.06085443,0.02931019,0.000103917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101109,0.0006423798,0.1484994,0.0001692001,0.00007057628,0.00009298141,0.001087139,0.0007253978,0.03860193],"genre_scores_gemma":[0.9722563,0.0001297847,0.01538083,0.00002435671,0.000007359773,0.00004022001,0.0007005343,0.000109263,0.01135129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004779104,"threshold_uncertainty_score":0.01598769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2217573395589151,"score_gpt":0.4176020038914136,"score_spread":0.1958446643324984,"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."}}