{"id":"W2076029731","doi":"10.2316/journal.208.2007.4.208-0923","title":"A SURVEY OF STUDENTS’ COMPUTER GAME PLAYING HABITS","year":2007,"lang":"en","type":"article","venue":"Advanced Technology for Learning","topic":"Educational Games and Gamification","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Computer science; Multimedia; Computer game; Advertising; Mathematics education; World Wide Web; Psychology; Social psychology; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007419819,0.0001021622,0.0001863506,0.0002832818,0.00007520409,0.000004932429,0.0002626475,0.00018366,0.00003487676],"category_scores_gemma":[0.0002815748,0.0001096615,0.00004142399,0.000424024,0.0001065413,0.00004539398,0.00004725644,0.000262773,0.00003019586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003120406,"about_ca_system_score_gemma":0.00001412024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002517053,"about_ca_topic_score_gemma":0.00004520232,"domain_scores_codex":[0.998971,0.00003619735,0.0003153268,0.0002842708,0.0001037526,0.0002894718],"domain_scores_gemma":[0.9987882,0.0004916537,0.0002483125,0.0002325716,0.0002100514,0.00002914511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000832315,0.0001310622,0.7939032,0.000009716157,0.00005448153,0.000001024135,0.0005952974,0.0002416134,0.001967375,0.0131053,0.00005176822,0.189856],"study_design_scores_gemma":[0.0007173217,0.0002896396,0.9858462,0.00002372951,0.000009509586,0.000006607323,0.0006911464,0.0001045118,0.0006787906,0.0006285631,0.01088427,0.0001196871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437479,0.0003952907,0.1545951,0.0001672588,0.0003954255,0.0002489871,0.000003191736,0.0001359166,0.0003109654],"genre_scores_gemma":[0.9821982,0.000007104038,0.01662477,0.00005196267,0.00003790518,0.00005203949,0.00005013299,0.0000224387,0.000955383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1919431,"threshold_uncertainty_score":0.4471865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644492122415432,"score_gpt":0.373278383300523,"score_spread":0.3468334620763687,"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."}}