{"id":"W2897518896","doi":"10.23860/jmle-2020-12-2-3","title":"Early adolescents' perceptions and attitudes towards gender representations in video games","year":2020,"lang":"en","type":"article","venue":"Journal of Media Literacy Education","topic":"Digital Games and Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Gender schema theory; Psychology; Perception; Schema (genetic algorithms); Video game; Social cognitive theory; Social psychology; Representation (politics); Identification (biology); Developmental psychology; Multimedia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002911019,0.00006068904,0.0001228274,0.0001289706,0.00004137352,0.0001883966,0.0001203008,0.0000415276,0.00009804957],"category_scores_gemma":[0.001190595,0.00005562877,0.00005178587,0.00025152,0.00008686784,0.001055531,0.00001697433,0.0001646176,0.000009514046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006148864,"about_ca_system_score_gemma":0.0005879998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107487,"about_ca_topic_score_gemma":0.00006295138,"domain_scores_codex":[0.9990351,0.00009765325,0.0003128659,0.000102978,0.0003247516,0.0001266288],"domain_scores_gemma":[0.9991679,0.00008503591,0.0001631296,0.00005589639,0.0002447512,0.0002833335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000188769,0.0001966065,0.3522514,0.0000311576,0.00000837759,0.000003323226,0.3784477,0.000002534839,0.0001092784,0.0006399223,0.002033262,0.2662576],"study_design_scores_gemma":[0.0002139818,0.00002865762,0.9359243,0.0001368658,0.00001491586,0.000004549751,0.02133147,0.000004619423,0.000006213716,0.0004616408,0.04181132,0.00006145082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844877,0.0007592725,0.00006993413,0.008027967,0.0008207272,0.0001067331,0.000002980554,0.000007846474,0.005716846],"genre_scores_gemma":[0.9959366,0.0005844601,0.001117925,0.0007614638,0.00122252,0.000004891648,0.000003446419,0.0000058979,0.0003627873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5836729,"threshold_uncertainty_score":0.2268475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304507656202686,"score_gpt":0.3683726708942165,"score_spread":0.3353275943321897,"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."}}