{"id":"W3193902206","doi":"10.24018/ejedu.2021.2.3.116","title":"Educommunication, Geography and Virtual Games: A Proposal to Encourage Scientific Literacy in Middle School","year":2021,"lang":"en","type":"article","venue":"European Journal of Education and Pedagogy","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Presentation (obstetrics); Mathematics education; Process (computing); Critical thinking; Literacy; Computer science; Information and Communications Technology; Pedagogy; Scientific literacy; Psychology; Sociology; World Wide Web; Science education","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":[0.001255844,0.00006958588,0.0001070951,0.0004171543,0.000245988,0.0005577759,0.0002241031,0.00002253429,0.0001297414],"category_scores_gemma":[0.001532494,0.00006664017,0.00003080976,0.0005521923,0.0002585766,0.0004724879,0.00006960116,0.0001769863,0.00002611234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003306173,"about_ca_system_score_gemma":0.001816822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004243818,"about_ca_topic_score_gemma":0.0002136161,"domain_scores_codex":[0.998748,0.0004717124,0.0003300656,0.0001487412,0.0001643407,0.0001371467],"domain_scores_gemma":[0.9988618,0.0000956936,0.0001534277,0.0001785154,0.000485879,0.000224608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000306207,0.001078244,0.08206554,0.00003059646,0.00001966183,0.00001921716,0.1631608,0.000002815826,0.001641434,0.03628154,0.01071766,0.7049518],"study_design_scores_gemma":[0.0002793352,0.0001399333,0.2288218,0.0002193037,0.000009110719,0.00007235849,0.2384555,6.678674e-7,0.0001665158,0.002367524,0.5293059,0.0001620641],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582285,0.002631432,0.0000378821,0.0195659,0.0007150327,0.00008112279,0.00000133222,0.00001477506,0.01872397],"genre_scores_gemma":[0.9919775,0.0006979905,0.002579532,0.0005561322,0.0001685272,0.000002243103,0.000003639515,0.000006922152,0.004007543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7047898,"threshold_uncertainty_score":0.5378646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03580351013658121,"score_gpt":0.3710351469283368,"score_spread":0.3352316367917556,"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."}}