{"id":"W4315795703","doi":"10.18280/isi.270609","title":"Android Based Material to Teach Early Reading for Primary Students using Construct 2 Apps","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktorat Jenderal Pendidikan Tinggi","keywords":"Android (operating system); Construct (python library); Computer science; Android app; Multimedia; Mathematics education; Psychology","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":[0.001104781,0.0001203736,0.0001657113,0.0002938499,0.0005327935,0.0004422668,0.0005873119,0.00003324304,0.00001776518],"category_scores_gemma":[0.0001883843,0.000129931,0.00004888101,0.000371019,0.00003069063,0.001672562,0.0002639839,0.00009305549,0.000006330965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333757,"about_ca_system_score_gemma":0.0003509642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004199938,"about_ca_topic_score_gemma":3.318962e-7,"domain_scores_codex":[0.998593,0.0001156087,0.0004150862,0.0001603749,0.0004554326,0.0002604598],"domain_scores_gemma":[0.9991297,0.0001360367,0.000213102,0.0002577007,0.000156778,0.000106669],"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":[0.0005341567,0.0003148247,0.0254925,0.001265073,0.0001346212,0.000007761128,0.05993572,0.007385189,0.03485017,0.04700623,0.002613741,0.82046],"study_design_scores_gemma":[0.01518661,0.005346492,0.2718975,0.001472835,0.0002907143,0.0009779927,0.02039985,0.2347073,0.09793217,0.06068254,0.284986,0.006120077],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5820749,0.000005653613,0.4157051,0.00006188445,0.001249583,0.0004973612,0.00004615786,0.00006943619,0.000289852],"genre_scores_gemma":[0.46777,5.314691e-7,0.5309513,0.0007843956,0.00009834442,0.0002918749,0.00007652954,0.00000806224,0.00001899341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8143399,"threshold_uncertainty_score":0.529843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388767250336392,"score_gpt":0.2951177989019079,"score_spread":0.2712301263985439,"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."}}