{"id":"W2177687447","doi":"10.5539/ies.v8n12p231","title":"The Integration of New Media in Schools: Comparing Policy with Practice","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology integration; Government (linguistics); Class (philosophy); Digital media; Public relations; Mathematics education; Professional development; Pedagogy; Teaching method; Sociology; Business; Psychology; Political science; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008094875,0.00006754986,0.00009725698,0.000248473,0.0001473151,0.00006076059,0.0002522687,0.00004349212,0.000006356468],"category_scores_gemma":[0.01986646,0.0000472643,0.00001691316,0.0005065406,0.0002304995,0.0004571696,0.00002475391,0.0001545716,0.00001917442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334961,"about_ca_system_score_gemma":0.002899348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009045046,"about_ca_topic_score_gemma":0.03186836,"domain_scores_codex":[0.9990119,0.0001116477,0.0002558279,0.0001145344,0.000401214,0.0001049166],"domain_scores_gemma":[0.9963698,0.0004350449,0.0002325395,0.0001134012,0.002790875,0.00005836833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000729544,0.0001681943,0.02943692,0.000001530134,0.00007348278,1.97027e-7,0.09968511,0.00002194736,0.00001581019,0.7903067,0.02941043,0.05080665],"study_design_scores_gemma":[0.0002660102,0.00002425896,0.006281527,0.00007589447,0.0000104337,0.000002675872,0.6981094,0.00001908653,0.0001568435,0.03361601,0.2613681,0.0000697515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4461311,0.003055293,0.001091469,0.4181869,0.00650417,0.0004270536,0.000001824331,0.0001052099,0.1244969],"genre_scores_gemma":[0.9918811,0.0007119095,0.003132318,0.0003751797,0.0004519381,0.00005302197,0.000008088879,0.000004541327,0.003381955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7566907,"threshold_uncertainty_score":0.9975538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2084463803272134,"score_gpt":0.5097358848209542,"score_spread":0.3012895044937408,"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."}}